Prof. Dr. Prof. h.c. Andreas Dengel


Geschäftsführender Direktor des DFKI
Lehrstuhl für Künstliche Intelligenz (Fachbereich Informatik, TU Kaiserslautern)


Kurzbiographie

Andreas Dengel ist Geschäftsführender Direktor des Deutschen Forschungszentrums für Künstliche Intelligenz (DFKI) in Kaiserslautern, Leiter des Forschungsbereichs Smart Data & Knowledge Services am DFKI sowie des DFKI Deep Learning Competence Centers. Seine Forschungsschwerpunkte liegen in den Bereichen Maschinelles Lernen, Mustererkennung, Quantified Learning, Data Mining, Semantische Technologien und Dokumentanalyse.
Er studierte bis 1986 an der Technischen Universität Kaiserslautern Informatik mit Nebenfach Wirtschaftswissenschaften und wurde im Anschluss daran 1989 an der Universität Stuttgart im Fach Informatik zum Dr. rer. nat. promoviert. Nach Tätigkeiten bei IBM, Siemens und einem Forschungsaufenthalt bei Xerox PARC in Palo Alto übernahm er 1993 als Wissenschaftlicher Direktor die Leitung eines Forschungsbereichs am DFKI, mit der heutigen Bezeichnung „Smarte Daten & Wissensdienste“. Gleichzeitig erhielt Andreas Dengel einen Ruf auf den Lehrstuhl Künstliche Intelligenz der Technischen Universität. Seit 2009 ist er außerdem lehr- und prüfberechtigt an der Osaka Prefecture Universität und hat eine Professur (kyakuin) am Fachbereich für Informatik und Intelligente Systeme. An dieser Universität wurde er im März 2018 außerdem zum „Distinguished Honorary Professor“ (tokubetu eiyo kyoju) ernannt, eine Auszeichnung, die nur fünf Forscher innerhalb von 135 Jahren erhielten. Im September 2020 wurde Andreas Dengel zum KI-Botschafter der Landesregierung von Rheinland-Pfalz ernannt.
Andreas Dengel hat zahlreiche internationale Konferenzen geleitet und ist im Editorial Board internationaler Zeitschriften und Buchreihen tätig. Er hat 14 Bücher geschrieben oder herausgegeben und ist Autor von mehr als 500 wissenschaftlichen Publikationen, von denen viele mit dem Best-Paper Award ausgezeichnet wurden. Insgesamt betreute er bisher mehr als 450 Doktor-, Master- und Bachelorarbeiten.
Darüber hinaus ist er Gründer, Initiator und Mentor vieler erfolgreicher Start-up-Unternehmen, von denen drei mit dem „Pioneer Spirit Award“, dem ersten Preis beim „1,2,3 GO“ Gründerwettbewerb sowie dem „Cebit Innovation Award“ ausgezeichnet wurden. Im Jahr 2015 wurde er für seine Beiträge mit dem Preis „Gründungsförderer des Jahres“ geehrt. Andreas Dengel ist Fellow der International Association for Pattern Recognition (IAPR) und Vorsitzender der Flexible Factory Partner Alliance (FFPA). Er berät akademische Einrichtungen, Forschungsprogramme sowie Ministerien im In- und Ausland. Für seine wissenschaftlichen Leistungen erhielt er unter anderem eine der renommiertesten persönlichen wissenschaftlichen Auszeichnungen in Deutschland, den Alcatel/SEL Award on Technical Communication. Ferner ist er Gründer und Leiter des Deep Learning Competence Center am DFKI, das von NVIDIA 2016 über das NVAIL Excellence Programm als einziges in Deutschland (eines von acht weltweit) ausgezeichnet wurde. 2019 wurde Andreas Dengel für seine Forschungsarbeiten im Bereich der Dokumentanalyse von einer Jury im Auftrag des Bundesministeriums für Bildung und Forschung (BMBF) als einer der einflussreichsten Wissenschaftler in 50 Jahren KI-Geschichte in Deutschland gewählt. Im gleichen Jahr erhielt er auch den Outstanding Achievement Award der Int’l Conference on Document Analysis and Recognition (ICDAR) in Sydney, Australien.

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Akademische Ausbildung und Universitätslaufbahn

  • 2013 Ernennung zum W3-Professor, Fachbereich Informatik der Universität Kaiserslautern
  • 1997 Ernennung zum C4-Professor, Fachbereich Informatik der Universität Kaiserslautern
  • 1993 Ernennung zum C3-Professor, Fachbereich Informatik der Universität Kaiserslautern
  • 1989 Promotion zum Doktor der Naturwissenschaften (Dr. rer. nat.) im Fach Informatik, Universität Stuttgart
  • 1986 Abschluss des Informatikstudiums mit Nebenfach Wirtschaftswissenschaften an der Universität Kaiserslautern

Beruflicher Werdegang

  • seit 2020 Geschäftsführender Direktor des DFKI
  • 2013-2016 Geschäftsführender Gesellschafter bei digipen technologies GmbH
  • seit 2008 Standortleiter am Deutschen Forschungszentrum für Künstliche Intelligenz GmbH (DFKI) Standort Kaiserslautern
  • seit 2004 Mitglied der DFKI Unternehmensleitung
  • 2003-2005 Lecturer im Joint Executive MBA-Studiengangs der Johannes-Gutenberg-Universität in Mainz, der Universität of Texas in Austin und der Dongbei University of Finance and Economics in Dalian, China
  • seit 2002 Freier Berater im Bereich Technologiestrategie und Wissensmanagement
  • 1999-2001 Geschäftsführender Gesellschafter bei Insiders Information Management GmbH (Umbenennung 2001 in: Insiders Technologies GmbH)
  • 1998-1999 Geschäftsführender Gesellschafter bei Insiders Wissensbasierte Systeme GmbH
  • seit 1993 Wissenschaftlicher Direktor im DFKI
  • 1992-1993 Leitung des DFKI-Forschungsbereichs „Büroautomatisierung“
  • 1991 Gastwissenschaftler bei Xerox Parc in Palo Alto, Kalifornien
  • 1990-1991 Projektleiter beim DFKI
  • 1989-1990 Assistent der Geschäftsführung, Deutsches Forschungszentrum für Künstliche Intelligenz GmbH
  • 1988-1989 Dozent an der Berufsakademie Baden-Württemberg, Stuttgart, Bereich Wirtschaft
  • 1987-1989 Wissenschaftlicher Mitarbeiter, Institut für Informatik an der Mathematischen Fakultät, Universität Stuttgart
  • 1986-1987 Freier Mitarbeiter bei SIEMENS AG, Unternehmensbereiche Forschung und Entwicklung, München-Perlach
  • 1981-1986 Werkstudententätigkeiten bei IBM Deutschland, Werk Mainz, Abteilung Qualitätssicherung

Preise & Auszeichnungen

  • 2019 ICDAR Outstanding Achievement Award
  • 2019 Ministry of Internal Affairs and Communication Award for FFPA
  • 2018 NVIDIA Pioneering Research Award, 2018 Int’l Computer Vision and Pattern Recognition Conference (CVPR 2018), Salt Lake City, Utah, USA
  • 2018 Distinguished Honorary Professor der Osaka Prefecture University, Osaka, Japan
  • 2015 „Gründungsförderer des Jahres“, Preis des Diemersteiner Kreises
  • 2015 Cebit Innovation Award für das Produkt digisign
  • 2014 „Talking Places“ wird Ausgewählter Ort im Land der Ideen 2014, ausgezeichnet durch den Bundespräsidenten
  • 2013 ICDAR Outstanding Service Award, Washington D.C., USA
  • 2012 Distinguished Service Award der IAPR, Tsukuba, Japan
  • 2009 Ehrenprofessor (Prof. h.c.) am Department of Computer Science and Information Systems, Osaka Prefecture University, Japan
  • 2008 Nakano Award, Nara, Japan
  • 2008 „Virtuelles Büro der Zukunft“ wird Ausgewählter Ort im Land der Ideen 2008, ausgezeichnet durch den Bundespräsidenten
  • 2005 Pioniergeist 2005, Konzept- und Gründerpreis des Landes RLP, Mainz
  • 2004 Multimediapreis „Media in Motion“ des Landes Rheinland-Pfalz, Mainz
  • 2004 IAPR-Fellow, International Association for Pattern Recognition, Cambridge University, UK
  • 2004 1. Preis des UMTS Ideenwettbewerbs des Landes Rheinland-Pfalz
  • 2002 DAS Achievement Award, Princeton University, NJ, USA
  • 1999 Multimediapreis des Landes Rheinland-Pfalz
  • 1997 Forschungspreis Technische Kommunikation der Alcatel/SEL-Stiftung für Kommunikationsforschung
  • 1997 ICDAR Young Investigator Award
  • 1996 Innovationspreis des Landes Rheinland-Pfalz

Best Paper Awards



  • 2019 2nd Conf. on Language, Data and Knowledge, Leipzig, Deutschland
  • 2018 15th Int’l Conference on Space Operations, Marseille, Frankreich
  • 2018 GEOProcessing 2018, 10th Int’l Conference on Advanced Geographic Information Systems, Applications, and Services, Rom, Italien
  • 2017 Int'l Conference on Agents and Artificial Intelligence, Porto, Portugal
  • 2017 IAPR Int'l Workshop on Human Document Interaction, Kyoto, Japan
  • 2016 13th European Semantic Web Conference (ESWC 2016), Heraklion, Kreta, Griechenland
  • 2013 IPSJ Symp. on Multimedia, Distributed, Cooperative and Mobile Systems (DICOMO)
  • 2013 IGS2013, 16th Int’l Graphonomics Society Conference, Nara, Japan
  • 2013 Int’l Conference on Agents and Artificial Intelligence, Barcelona, Spanien
  • 2010 Int’l Conference on Advances in Social Networks Analysis and Mining, Odense, Dänemark
  • 2008 IAPR Int’l Workshop on Document Analysis Systems, Nara, Japan
  • 1993 Best-Paper Award, 3rd Int’l Workshop on Frontiers of Handwriting, Buffalo, NY, USA
  • 1988 DAGM 1988 (Jahrestagung der Deutschen Arbeitsgemeinschaft für Mustererkennung), Zürich, Schweiz

Forschungsgruppe & Themen

Zusammen mit meinem Team gilt mein Engagement der fächerübergreifenden Forschung und Lehre, was sich sowohl in den Forschungsprojekten als auch im Lehrprogramm widerspiegelt. Insgesamt arbeiten an meinem Lehrstuhl derzeit 29 Doktoranden. Mitarbeiter meines Teams haben für ihre Forschungsarbeiten in den letzten Jahren zahlreiche bedeutende Auszeichnungen erhalten, wie beispielsweise den Google Research Award, den McKinsey Business Technology Award, den Janssen-Cilag Future Award oder den CEBIT Future Market Award.
Im Fokus meiner Arbeiten stehen Konzeption und Entwicklung von Werkzeugen, Lösungsplattformen sowie co-kreativen Assistenzsystemen, die große multimediale Datenquellen verarbeiten können, diese bedarfsgerecht aufbereiten, filtern, aggregieren und visualisieren. Solche Systeme agieren als co-kreative virtuelle Begleiter, die den Menschen im Entdecken von Zusammenhängen, beim Erinnern, bei der Entscheidungsfindung, bei der Vorhersage oder bei der Erkennung komplexer Muster in heterogenen Daten unterstützen. Am Lehrstuhl selbst laufen momentan die folgenden Projekte:

  • FruitFlyDetector – Visual Inspection of Fruit Quality, gefördert vom DAAD, 2014-2017
  • WARM – Smart Water Resource Management System for Agriculture, gefördert vom DAAD, 2015-2018
  • HyperMind – Das antizipierende Schulbuch, gefördert vom BMBF, 2016-2019

Mein Schwerpunkt im Bereich der Forschung liegt in den Projekten, die am DFKI durchgeführt werden. Dort werden öffentlich geförderte Projekte durchgeführt sowie Transferprojekte mit Industriepartnern initiiert und akquiriert. Zurzeit sind dies knapp 40 Projekte mit einem Drittmittelvolumen von ca. 5 Mio. € für das laufende Jahr 2018. Die wichtigen Förderprojekte, die ich in den letzten zehn Jahren durchgeführt habe, sind:

  • AdREAD – Adaptive Recognition and Analysis of Documents, gefördert vom BMBF, 1999-2003
  • Nepomuk – The Social Semantic Desktop, gefördert durch die EU, 2006-2009
  • Perspecti1ng – Understanding Attention during READING, gefördert vom BMBF, 2006-2010
  • iGreen – Smart Data and Knowledge Services in Agriculture, gefördert vom BMBF, 2009-2013
  • METIS – Knowledge-based search and retrieval methods for the development of in-formation in semantic models, gefördert von der DFG, 2013-2016
  • MOM – Multimedia Opinion Mining, gefördert vom BMBF, 2014-2017
  • LOC-DB – Linked Open Citation Database, gefördert von der DFG, 2016-2018
  • DeFuseNN – Deep Fusion for Neural Networks, gefördert vom BMBF, 2016-2019
  • ManagedForgetting – Vergessen im Internet, gefördert von der DFG, 2017-2019

Bei Interesse an einer Bachelor- oder Masterarbeit, schauen Sie bitte unter https://agd.informatik.uni-kl.de/ nach „Abschlussarbeiten“.

Schwerpunkte in der Lehre

Im Rahmen meines Lehrstuhls werden im Lehrgebiet Intelligente Systeme diverse Lehr-veranstaltungen angeboten und gehalten. Neben Seminaren und Projekten werden folgende Vorlesungen angeboten:
  • Einführung in die symbolische Künstliche Intelligenz
  • Applications of Artificial Intelligence
  • Collaborative Intelligence
  • Multi-Media Data Mining
  • Semantic Technologies
  • Case-Based Reasoning
  • Social Web Mining
  • Document and Content Analysis

Publikationen

2021
  • Dominique Mercier, Syed Tahseen Raza Rizvi, Vikas Rajashekar, Andreas Dengel, Sheraz Ahmed: ImpactCite: An XLNet-based method for Citation Impact Analysis. Proceedings of the 13th International Conference on Agents and Artificial Intelligence International Conference on Agents and Artificial Intelligence , 2021
  • Markus Schröder, Michael Schulze, Christian Jilek, Andreas Dengel: Bridging the Technology Gap Between Industry and Semantic Web: Generating Databases and Server Code From RDF. Proceedings of the 13th International Conference on Agents and Artificial Intelligence International Conference on Agents and Artificial Intelligence , 2021
  • Markus Schröder, Christian Jilek, Michael Schulze, Andreas Dengel: The Person Index Challenge: Extraction of Persons from Messy, Short Texts. Proceedings of the 13th International Conference on Agents and Artificial Intelligence International Conference on Agents and Artificial Intelligence , 2021
  • Christian Jilek, Paula Gauselmann, Jessica Chwalek, Tobias Tempel, Andreas Dengel: Quantifying Benefits of a Personal Knowledge Assistant on Task Resumption. 67. GfA-Frühjahrskongress 2021: "Arbeit HumAIne gestalten" Fachtagung Gesellschaft für Arbeitswissenschaft e.V. , 2021
  • Carlos José Gonzalez Rojas, Andreas Dengel, Mateus Dias Ribeiro: Reduced-order Model for Fluid Flows via Neural Ordinary Differential Equations. Combining Artificial Intelligence and Machine Learning with Physics Sciences AAAI Spring Symposium , 2021
  • Fatemeh Azimi, Stanislav Frolov, Federico Raue, Jörn Hees, Andreas Dengel: Hybrid-S2S: Video Object Segmentation with Recurrent Networks and Correspondence Matching. VISAPP International Conference on Computer Vision Theory and Applications , 2021
  • Viktor Eisenstadt, Hardik Arora, Christoph Ziegler, Jessica Bielski, Christoph Langenhan, Klaus-Dieter Althoff, Andreas Dengel: Exploring optimal ways to represent topological and spatial features of building designs in deep learning methods and applications for architecture. CAADRIA 2021 Proceedings International Conference of the Association for Computer-Aided Architectural Design Research in Asia , 2021
  • Markus Schröder, Christian Jilek, Andreas Dengel: Dataset Generation Patterns for Evaluating Knowledge Graph Construction. The Semantic Web: ESWC 2021 Satellite Events Extended Semantic Web Conference , 2021
  • Markus Schröder, Christian Jilek, Andreas Dengel: Mapping Spreadsheets to RDF: Supporting Excel in RML. The Semantic Web: ESWC 2021 Satellite Events Extended Semantic Web Conference , 2021
  • Markus Schröder, Christian Jilek, Andreas Dengel: A Linked Data Application Framework to Enable Rapid Prototyping. Computing Research Repository eprint Journal (CoRR), 2021
  • Markus Schröder, Christian Jilek, Michael Schulze, Andreas Dengel: Interactively Constructing Knowledge Graphs from Messy User-Generated Spreadsheets. Computing Research Repository eprint Journal (CoRR), 2021
  • Dominique Mercier, Andreas Dengel, Sheraz Ahmed: PatchX: Explaining Deep Models by Intelligible Pattern Patches for Time-series Classification. International Joint Conference on Neural Networks International Joint Conference on Neural Networks , 2021
  • Michael Schulze, Markus Schröder, Christian Jilek, Torsten Albers, Heiko Maus, Andreas Dengel: P2P-O: A Purchase-To-Pay Ontology for Enabling Semantic Invoices. The Semantic Web - 18th International Conference Extended Semantic Web Conference , 2021
  • Dayananda Herurkar, Philipp Blandfort, Federico Raue, Jörn Hees, Andreas Dengel: ANP-W2V: Effects of Composition Methods for Embedding Adjective-Noun Pairs. International Joint Conference on Neural Networks International Joint Conference on Neural Networks , 2021
  • Stanislav Frolov, Tobias Hinz, Federico Raue, Jörn Hees, Andreas Dengel: Adversarial Text-to-Image Synthesis: A Review. 2021
  • Ricard Durall, Stanislav Frolov, Jörn Hees, Federico Raue, Franz-Josef Pfreundt, Andreas Dengel, Janis Keuper: Combining Transformer Generators with Convolutional Discriminators. GCAI 2021 German Conference on Artificial Intelligence , 2021
2020
  • Joachim Folz, Sebastian Palacio, Jörn Hees, Andreas Dengel: Adversarial Defense based on Structure-to-Signal Autoencoders. WACV IEEE Winter Conference on Applications of Computer Vision , 2020
  • Muhammad Naseer Bajwa, Kaoru Muta, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Stephan Alexander Braun, Bernhard Homey, Andreas Dengel, Sheraz Ahmed: Computer-Aided Diagnosis of Skin Diseases using Deep Neural Networks. Applied Sciences, 2020
  • Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed: On Interpretability of Deep Learning based SkinLesion Classifiers using Concept Activation Vectors. International Joint Conference on Neural Networks International Joint Conference on Neural Networks , 2020
  • Muhammad Naseer Bajwa, Gur Amrit Pal Singh, Wolfgang Neumeier, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed: G1020: A Benchmark Retinal Fundus Image Dataset for Computer-Aided Glaucoma Detection. International Joint Conference on Neural Networks International Joint Conference on Neural Networks , 2020
  • Jayasankar Santhosh, Shoya Ishimaru, Andreas Dengel: Generating Heatmap for Unknown Documents towards Readability Measurement. IUI '20: Proceedings of the 25th International Conference on Intelligent User Interfaces Companion 2020 International Conference on Intelligent User Interfaces , 2020
  • Iuliia Brishtel, Anam A Khan, Thomas Schmidt, Tilman Dingler, Shoya Ishimaru, Andreas Dengel: Mind Wandering in a Multimodal Reading Setting: Behavior Analysis & Automatic Detection Using Eye-Tracking and an EDA Sensor. Sensors - Open Access Journal (Sensors), 2020
  • Adriano Lucieri, Huzaifa Sabir, Muhammad Shoaib Ahmed Siddiqui, Syed Tahseen Raza Rizvi, Brian Kenji Iwana, Seiichi Uchida, Andreas Dengel, Sheraz Ahmed: Benchmarking Deep Learning Models for Classification of Book Covers. SN Computer Science, 2020
  • Syed Tahseen Raza Rizvi, Andreas Dengel, Sheraz Ahmed: A Hybrid Approach and Unified Framework for Bibliographic Reference Extraction. IEEE Access, 2020
  • Muhammad Naseer Bajwa, Suleman Khurram, Mohsin Munir, Shoaib Ahmed Siddiqui, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed: Confident Classification using a Hybrid between Deterministic and Probabilistic Convolutional Neural Networks. IEEE Access, 2020
  • Shailza Jolly, Sebastian Palacio, Joachim Folz, Federico Raue, Jörn Hees, Andreas Dengel: P ≈ NP, at least in Visual Question Answering. International Association for Pattern Recognition International Conference on Pattern Recognition , 2020
  • Mateus Dias Ribeiro, Abdul Rehman, Sheraz Ahmed, Andreas Dengel: DeepCFD: Efficient Steady-State Laminar Flow Approximation with Deep Convolutional Neural Networks. 2020
  • Brian Moser, Federico Raue, Jörn Hees, Andreas Dengel: DartsReNet: Exploring NAS for RNNs applied to Image Classification. Artificial Neural Networks and Machine Learning ICANN 2020 International Conference on Artificial Neural Networks , 2020
  • Marc Beck, Syed Tahseen Raza Rizvi, Andreas Dengel, Sheraz Ahmed: From Automatic Keyword Detection to Ontology-Based Topic Modeling. IAPR International Workshop on Document Analysis Systems IAPR International Workshop on Document Analysis Systems , 2020
  • Shoaib Ahmed Siddiqui, Dominique Mercier, Andreas Dengel, Sheraz Ahmed: TSInsight: A local-global attribution framework for interpretability in time-series data. ArXiv e-prints, 2020
  • Dominique Mercier, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed: Interpreting Deep Models through the Lens of Data. International Joint Conference on Neural Networks International Joint Conference on Neural Networks , 2020
  • Dominique Mercier, Andreas Dengel, Sheraz Ahmed: P2ExNet: Patch-based Prototype Explanation Network. ArXiv e-prints, 2020
  • Fatemeh Azimi, Benjamin Bischke, Sebastian Palacio, Federico Raue, Jörn Hees, Andreas Dengel: Revisiting Sequence-to-Sequence Video Object Segmentation with Multi-Task Loss and Skip-Memory. Proceedings of the ICPR 2020, held virtually January 2021 International Conference on Pattern Recognition , 2020
  • Tushar Karayil, Philipp Blandfort, Jörn Hees, Andreas Dengel: The Focus--Aspect--Value model for predicting subjective visual attributes. International Journal of Multimedia Information Retrieval (IJMR), 2020
  • Mohammad Osamh Adel Al-Naser, Takehiro Niikura, Sheraz Ahmed, Hiroki Ohashi, Takuto Sato, Mitsuhiro Okada, Katsuyuki Nakamura, Andreas Dengel: Quantifying Quality of Actions Using Wearable Sensor. Vincent Lemaire; Simon Malinowski; Anthony Bagnall; Alexis Bondu; Thomas Guyet; Romain Tavenard;: Advanced Analytics and Learning on Temporal Data, 2020
  • S. Mozafari, Mohammad Osamh Adel Al-Naser, Pascal Klein., Stefan Küchemann., Jochen Kuhn., Thomas Widmann., Andreas Dengel: Classification of Visual Strategies in Physics Vector Field Problem-solving. Proceedings of the 12th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART, International Conference on Agents and Artificial Intelligence , 2020
  • Adriano Lucieri, Muhammad Naseer Bajwa, Andreas Dengel, Sheraz Ahmed: Explaining AI-based Decision Support Systems using Concept Localization Maps. Proceedings of the 27th International Conference on Neural Information Processing , 2020
  • Andrey Guzhov, Federico Raue, Jörn Hees, Andreas Dengel: ESResNet: Environmental Sound Classification Based on Visual Domain Models. Proceedings of a meeting held 10-15 January 2021, Milan, Italy. International Conference on Pattern Recognition , 2020
  • Kareem Amin, Stelios Kapetanakis, Nikolaos Polatidis, Klaus-Dieter Althoff, Andreas Dengel: DeepKAF: A Heterogeneous CBR Deep Learning Approach for NLP Prototyping. 2020 International Conference on INnovations in Intelligent SysTems and Applications , 2020
  • Shoya Ishimaru, Takanori Maruichi, Koichi Kise, Andreas Dengel: Gaze-Based Self-Confidence Estimation on Multiple-Choice Questions and Its Feedback. AsianCHI '20: Proceedings of the 2020 Symposium on Emerging Research from Asia and on Asian Contexts and Cultures ACM International Conference on Human Factors in Computing Systems , 2020
  • Stanislav Frolov, Shailza Jolly, Jörn Hees, Andreas Dengel: Leveraging Visual Question Answering to Improve Text-to-Image Synthesis. Proceedings of the Second Workshop on Beyond Vision and LANguage: inTEgrating Real-world kNowledge , 2020
  • Muhammad Nabeel Asim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed: K-mer Neural Embedding Performance Analysis Using Amino Acid Codons. 2020 International Joint Conference onNeural Networks , 2020
  • Viktor Eisenstadt, Christoph Langenhan, Klaus-Dieter Althoff, Andreas Dengel: Improved and Visually Enhanced Case-Based Retrieval of Room Configurations for Assistance in Architectural Design Education. Case-Based Reasoning Research and Development International Conference on Case-Based Reasoning , 2020
2019
  • Christian Jilek, Jessica Chwalek, Sven Schwarz, Markus Schröder, Heiko Maus, Andreas Dengel: Advanced Memory Buoyancy for Forgetful Information Systems. AIS Transactions on Enterprise Systems, 2019
  • Christian Jilek, Yannick Runge, Claudia Niederée, Heiko Maus, Tobias Tempel, Andreas Dengel, Christian Frings: Managed Forgetting to Support Information Management and Knowledge Work. KI - Künstliche Intelligenz, German Journal on Artificial Intelligence - Organ des Fachbereiches "Künstliche Intelligenz" der Gesellschaft für Informatik e.V. (KI), 2019
  • Benjamin Bischke, Patrick Helber, Joachim Folz, Damian Borth, Andreas Dengel: Multi-Task Learning for Segmentation of Building Footprints with Deep Neural Networks. International Conference on Image Processing IEEE International Conference on Image Processing , 2019
  • Patrick Helber, Benjamin Bischke, Andreas Dengel, Damian Borth: Eurosat: A novel dataset and deep learning benchmark for land use and land cover classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2019
  • Muhammad Ali Chattha, Shoaib Ahmed Siddiqui, Muhammad Imran Malik, Ludger van Elst, Andreas Dengel, Sheraz Ahmed: KINN: Incorporating Expert Knowledge in Neural Networks. AAAI-MAKE AAAI Spring Symposium , 2019
  • Andreas Dengel, Heiko Maus: Ein 'Informationsbutler' -- mit Talent für smarte Daten. Digitus : Digital Business, Strategien, Technologien, Wirtschaft, Unternehmen & Industrie 4.0 (DIGITUS), 2019
  • Christian Jilek, Markus Schröder, Rudolf Koch, Sven Schwarz, Heiko Maus, Andreas Dengel: Inflection-Tolerant Ontology-Based Named Entity Recognition for Real-Time Applications. Proceedings of the 2nd Conference on Language, Data and Knowledge Conference on Language, Data and Knowledge , 2019
  • Kareem Amin, George Lancaster, Stelios Kapetanakis, Klaus-Dieter Althoff, Andreas Dengel, Miltos Petridis: Advanced similarity measures using Word Embeddings and Siamese Networks in CBR. Proceedings of the 2019 Intelligent Systems Conference Intelligent Systems Conference , 2019
  • Markus Schröder, Christian Jilek, Andreas Dengel: Interactive Concept Mining on Personal Data – Bootstrapping Semantic Services. Computing Research Repository eprint Journal (CoRR), 2019
  • Vijaya Kumar Bajjer Ramanna, Syed Saqib Bukhari, Andreas Dengel: Document Image Dewarping Using Deep Learning. The 8th International Conference on Pattern Recognition Applications and Methods International Conference on Pattern Recognition Applications and Methods , 2019
  • Veeru Dumpala, Sheela Raju Kurupathi, Syed Saqib Bukhari, Andreas Dengel: Removal of Historical Document Degradations Using Conditional GANs , In International Conference on Pattern Recognition Applications and Methods (ICPRAM 2019). The 8th International Conference on Pattern Recognition Applications and Methods ICPRAM 2019 International Conference on Pattern Recognition Applications and Methods , 2019
  • Praveen Kumar Badimala Giridhara, Chinmaya Mishra, Reddy Kumar Modam Venkataramana, Syed Saqib Bukhari, Andreas Dengel: A Study of Various Text Augmentation Techniques for Relation Classification in Free Text. The 8th International Conference on Pattern Recognition Applications and Methods International Conference on Pattern Recognition Applications and Methods , 2019
  • Mohammad Mohsin Reza, Md. Ajraf Rakib, Syed Saqib Bukhari, Andreas Dengel: A Robust Page Frame Detection Method for Complex Historical Document Images. The 8th International Conference on Pattern Recognition Applications and Methods International Conference on Pattern Recognition Applications and Methods , 2019
  • Benjamin Bischke, Patrick Helber, Joachim Folz, Damian Borth, Andreas Dengel: Multi-task learning for segmentation of building footprints with neural networks. AI4SocialGood International Conference on Learning Representations , 2019
  • Mohsin Munir, Shoaib Ahmed Siddiqui, Muhammad Ali Chattha, Andreas Dengel, Sheraz Ahmed: FuseAD: Unsupervised Anomaly Detection in Streaming Sensors Data by Fusing Statistical and Deep Learning Models. Sensors - Open Access Journal (Sensors), 2019
  • Philipp Blandfort, Tushar Karayil, Federico Raue, Jörn Hees, Andreas Dengel: Fusion Strategies for Learning User Embeddings with Neural Networks. 2019 International Joint Conference on Neural Networks International Joint Conference on Neural Networks , 2019
  • Tushar Karayil, Philipp Blandfort, Jörn Hees, Andreas Dengel: The Focus-Aspect-Value Model for Explainable Prediction of Subjective Visual Interpretation. Proceedings of the 2019 on International Conference on Multimedia Retrieval ACM International Conference on Multimedia Retrieval , 2019
  • Brian Moser, Federico Raue, Jörn Hees, Andreas Dengel: Comparison between U-Net and U-ReNet models in OCR tasks. Proceedings of the 28th International Conference on Artificial Neural Networks International Conference on Artificial Neural Networks , 2019
  • Fatemeh Azimi, Federico Raue, Jörn Hees, Andreas Dengel: A Reinforcement Learning Approach for Sequential Spatial Transformer Networks. ICANN International Conference on Artificial Neural Networks , 2019
  • Tushar Karayil, Federico Raue, Jörn Hees, Dengel: Conditional GANs for Image Captioning with Sentiments. 2019 International Conference on Artificial Neural Networks International Conference on Artificial Neural Networks , 2019
  • Muhammad Naseer Bajwa, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Andreas Dengel, Faisal Shafait, Wolfgang Neumeier, Sheraz Ahmed: Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning. BMC Medical Informatics and Decision Making (MIDM), 2019
  • Muhammad Naseer Bajwa, Yoshinobu Taniguchi, Muhammad Imran Malik, Wolfgang Neumeier, Andreas Dengel, Sheraz Ahmed: Combining Fine- and Coarse-Grained Classi fiers for Diabetic Retinopathy Detection. Medical Image Understanding and Analysis Medical Image Understanding and Analysis , 2019
  • Benjamin Bischke, Patrick Helber, Jörn Hees, Andreas Dengel: Location-Specific Embedding Learning for the Semantic Segmentation of Building Footprints on a global scale. Global-Environment Observation and Disaster Mitigation IEEE International Geoscience and Remote Sensing Symposium , 2019
  • Patrick Helber, Benjamin Bischke, Jörn Hees, Andreas Dengel: Multi-Scale Machine Learning for the Classification of Building Property Values. Data Fusion: The AI Era IEEE International Geoscience and Remote Sensing Symposium , 2019
  • Patrick Helber, Benjamin Bischke, Jörn Hees, Andreas Dengel: Towards a Sentinel-2 Based Human Settlement Layer. Urban Land Use and Land Cover Change IEEE International Geoscience and Remote Sensing Symposium , 2019
  • Mohsin Munir, Shoaib Ahmed Siddiqui, Ferdinand Küsters, Dominique Mercier, Andreas Dengel, Sheraz Ahmed: TSXplain: Demystification of DNN Decisions for Time-Series Using Natural Language and Statistical Features. ICANN International Conference on Artificial Neural Networks , 2019
  • Martin Jenckel, Syed Saqib Bukhari, Andreas Dengel: Analysis of Unsupervised Training Approaches for LSTM-based OCR. Proceedings of the International Conference on Document Analysis and Recognition International Conference on Document Analysis and Recognition , 2019
  • Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Muhammad Imran Malik, Khizar Razzaque, Andreas Dengel, Sheraz Ahmed: Two Stream Deep Network for Document Image Classification. ICDAR International Conference on Document Analysis and Recognition , 2019
  • Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed: A Robust Hybrid Approach for Textual Document Classification. ICDAR International Conference on Document Analysis and Recognition , 2019
  • Syed Tahseen Raza Rizvi, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed: Benchmarking Object Detection Networks for Image based Reference Detection in Document Images. International Conference on Digital Image Computing: Techniques and Applications , 2019
  • Muhammad Shoaib Ahmed Siddiqui, Imran Ali Fateh, Syed Tahseen Raza Rizvi, Andreas Dengel, Sheraz Ahmed: DeepTabStR: Deep Learning based Table Structure Recognition. International Conference on Document Analysis and Recognition International Conference on Document Analysis and Recognition , 2019
  • Mohsin Munir, Muhammad Ali Chattha, Sheraz Ahmed, Andreas Dengel: A Comparative Analysis of Traditional and Deep Learning-based Anomaly Detection Methods for Streaming Data. 18th IEEE International Conference on Machine Learning and Applications International Conference on Machine Learning and Applications , 2019
  • Gavin D. Portwood, Peetak P. Mitra, Mateus Dias Ribeiro, Tan Minh Nguyen, Balasubramanya T. Nadiga, Juan A. Saenz, Michael Chertkov, Animesh Garg, Anima Anandkumar, Andreas Dengel, Richard Baraniuk, David P. Schmidt: Turbulence forecasting via Neural ODE. NeurIPS MLPS 2019, 2019
  • Mohammad Al-Naser, T. Niikura, S. Ahmed, H. Ohashi, T. Sato, M. Okada, K. Nakamura, Andreas Dengel: Quantifying Quality of Actions Using Wearable Sensor. AALTD@PKDD/ECML ECML/PKDD - European Conference of Maschine Learning , 2019
  • Mohammad Osamh Adel Al-Naser, S. A. Siddiqui, H. Ohashi, Sheraz Ahmed, N. Katsuyki, S. Takuto, Andreas Dengel: OGaze: Gaze Prediction in Egocentric Videos for Attentional Object Selection. 2019 Digital Image Computing: Techniques and Applications , 2019
  • Kareem Amin, Stelios Kapetanakis, Nikolaos Polatidis, Klaus-Dieter Althoff, Andreas Dengel, Miltos Petridis: Building Knowledge Intensive Architectures for heterogeneous NLP workflows. Artificial Intelligence XXXVI SGAI International Conference on Artificial Intelligence , 2019
  • Kareem Amin, Stelios Kapetanakis, Klaus-Dieter Althoff, Andreas Dengel, Miltos Petridis: Cases without borders: Automating Knowledge Acquisition Approach using Deep Autoencoders and Siamese Networks in Case-based Reasoning. 2019 IEEE 31st International Conference on Tools with Artificial Intelligence International Conference on Tools with Artificial Intelligence , 2019
  • Alireza Koochali, Peter Schichtel, Andreas Dengel, Sheraz Ahmed: DeepAnT: Probabilistic Forecasting of Sensory Data with Generative Adversarial Networks - ForGAN. IEEE Access, 2019
  • Andreas Dengel, Richard Socher, Elsa Andrea Kirchner, Shirley Ogolla: Künstliche Intelligenz: Die Zukunft von Mensch und Maschine. ZEIT Akademie, 2019
  • Andreas Dengel: Some Shades of Grey!: Interpretability and Explainability of Deep Neural Networks. Proceedings WCRML19 ACM Workshop on Crossmodal Learning and Application, Ottawa, Canada, 2019
  • Kumar Shridhar, Joonho Lee, Hideaki Hayashi, Purvanshi Mehta, Brian Kenji Iwana, Seokjun Kang, Seiichi Uchida, Sheraz Ahmed, Andreas Dengel: ProbAct: A Probabilistic Activation Functionfor Deep Neural Networks. Proceedings NeurIPS 2019 Neural Information Processing Systems , 2019
  • Menbere Kina Tekleyohannes, Vladimir Rybalkin, Muhammad Mohsin Ghaffar, Norbert Wehn, Andreas Dengel: iDocChip - A Configurable Hardware Architecture for Historical Document Image Processing: Text Line Extraction. 2019 International Conference on ReConFigurable Computing and FPGAs , 2019
  • Shoya Ishimaru, Takanori Maruichi, Manuel Landsmann, Koichi Kise, Andreas Dengel: Electrooculography Dataset for Reading Detection in the Wild. UbiComp 2019 ACM International Symposium on Wearable Computers , 2019
  • Mohammad Mohsin Reza, Syed Saqib Bukhari, Martin Jenckel, Andreas Dengel: Table Localization and Segmentation using GAN and CNN. 2019 International Conference on Document Analysis and Recognition Workshops , 2019
  • Eman Eman, Syed Saqib Bukhari, Martin Jenckel, Andreas Dengel: Cursive Script Textline Image Transformation for Improving OCR Accuracy. 2019 International Conference on Document Analysis and Recognition Workshops , 2019
  • Redy Andriyansah, Syed Saqib Bukhari, Martin Jenckel, Andreas Dengel: Using Balanced Training to Minimize Biased Classification. HIP '19: Proceedings of the 5th International Workshop on Historical Document Imaging and Processing International Workshop on Historical Document Imaging and Processing , 2019
  • Muhammad Shoaib Ahmed Siddiqui, Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed: Rethinking Semantic Segmentation for Table Structure Recognition in Documents. Proceedings ICDAR'19 International Conference on Document Analysis and Recognition , 2019
  • Syed Saqib Bukhari, Zaryab Iftikhar, Andreas Dengel: Chemical Structure Recognition (CSR) System: Automatic Analysis of 2D Chemical Structures in Document Images. Proceedings ICDAR'19 International Conference on Document Analysis and Recognition , 2019
  • Abhash Sinha, Martin Jenckel, Syed Saqib Bukhari, Andreas Dengel: Unsupervised OCR Model Evaluation Using GAN. Proceedings ICDAR'19 International Conference on Document Analysis and Recognition , 2019
  • Sebastian Baumbach, Christoph Rubel, Sheraz Ahmed, Andreas Dengel: Geospatial Customer, Competitor and Supplier Analysis for Site Selection of Supermarkets. Proceedings of the 2019 2nd International Conference on Geoinformatics and Data Analysis International Conference on Geoinformatics and Data Analysis, 2019
2018
  • Milos Kravcik, Carsten Ullrich, Christoph Igel: The Potential of the Internet of Things for Supporting Learning and Training in the Digital Age. Positive Learning in the Age of Information - A blessing or a curse?, 2018
  • Martin Jenckel, Sourabh Sarvotham Parkala, Syed Saqib Bukhari, Andreas Dengel: Impact of Training LSTM-RNN with Fuzzy Ground Truth. Proceedings of ICPRAM International Conference on Pattern Recognition Applications and Methods , 2018
  • Syed Tahseen Raza Rizvi, Dominique Mercier, Stefan Agne, Steffen Erkel, Andreas Dengel, Sheraz Ahmed: Ontology-based Information Extraction from Technical Documents. International Conference on Agents and Artificial Intelligence International Conference on Agents and Artificial Intelligence , 2018
  • Dominique Mercier, Akansha Bhardwaj, Andreas Dengel, Sheraz Ahmed: SentiCite - An Approach for Publication Sentiment Analysis. International Conference on Agents and Artificial Intelligence International Conference on Agents and Artificial Intelligence , 2018
  • Johannes Bayer, Syed Saqib Bukhari, Andreas Dengel: Interactive LSTM-Based Design Support in a Sketching Tool for the Architectural Domain. International Conference on Pattern Recognition Applications and Methods International Conference on Pattern Recognition Applications and Methods , 2018
  • Marco Stricker, Syed Saqib Bukhari, Damian Borth, Andreas Dengel: Saliency Based Adjective Noun Pair Detection System. Proceedings of the 10th International Conference on Agents and Artificial Intelligence International Conference on Agents and Artificial Intelligence , 2018
  • Mohsin Munir, Sebastian Baumbach, Ying Gu, Andreas Dengel, Sheraz Ahmed: Data Analytics: Industrial Perspective & Solutions for Streaming Data. Data Mining in Time Series and Streaming Databases, 2018
  • Sebastian Baumbach, Arun Bhatt, Sheraz Ahmed, Andreas Dengel: Towards a Digital Personal Trainer for Health Clubs - Sport Exercise Recognition Using Personalized Models and Deep Learning. Proceedings of the 10th International Conference on Agents and Artificial Intelligence International Conference on Agents and Artificial Intelligence , 2018
  • Mohammad Al-Naser, Hiroki Ohashi, Sheraz Ahmed, Katsuyuki Nakamura, Takayuki Akiyama, Phong Nguyen, Takuto Sato, Andreas Dengel: Hierarchical Model for Zero-shot Activity Recognition using Wearable Sensors. International Conference on Agents and Artificial Intelligence International Conference on Agents and Artificial Intelligence , 2018
  • Sebastian Palacio, Joachim Folz, Jörn Hees, Federico Raue, Damian Borth, Andreas Dengel: What do Deep Networks Like to See?. The IEEE Conference on Computer Vision and Pattern Recognition , 2018
  • Iuliia Brishtel, Shoya Ishimaru, Olivier Augereau, Koichi Kise, Andreas Dengel: Assessing Cognitive Workload on Printed and Electronic Media using Eye-Tracker and EDA Wristband. IUI'18 Proceedings of the 23rd International Conference on Intelligent User Interfaces International Conference on Intelligent User Interfaces , 2018
  • Sebastian Baumbach, Nikita Sharma, Sheraz Ahmed, Andreas Dengel: Analyzing Spatio-Temporal Effects of Social-Economic Factors on Crime. The Tenth International Conference on Advanced Geographic Information Systems, Applications, and Services International Conference on Advanced Geographic Information Systems, Applications, and Services , 2018
  • Christian Jilek, Markus Schröder, Sven Schwarz, Heiko Maus, Andreas Dengel: Context Spaces as the Cornerstone of a Near-Transparent and Self-Reorganizing Semantic Desktop. The Semantic Web: ESWC 2018 Satellite Events Extended Semantic Web Conference , 2018
  • Patrick Helber, Benjamin Bischke, Damian Borth, Andreas Dengel: Introducing EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification. 2018 IEEE International Geoscience and Remote Sensing Symposium , 2018
  • Ying Gu, Gagan Manjunatha Gowda, Praveenkumar Jayanna, Redouance Boumghar, Lule Lucas, Ansgar Bernardi, Andreas Dengel: The added value of Advanced Feature Engineering and Selection for Machine Learning models for Spacecraft behavior prediction. 15. International Conference on Space Operations AIAA SPACE Conference and Exposition , 2018
  • Markus Schröder, Christian Jilek, Andreas Dengel: Deep Linking Desktop Resources. The Semantic Web: ESWC 2018 Satellite Events Extended Semantic Web Conference , 2018
  • Markus Schröder, Christian Jilek, Jörn Hees, Sven Hertling, Andreas Dengel: An Easy & Collaborative RDF Data Entry Method using the Spreadsheet Metaphor. Computing Research Repository eprint Journal (CoRR), 2018
  • Markus Schröder, Christian Jilek, Jörn Hees, Andreas Dengel: Towards Semantically Enhanced Data Understanding. Computing Research Repository eprint Journal (CoRR), 2018
  • Ingo J. Timm, Steffen Staab, Michael Siebers, Claudia Schon, Ute Schmid, Kai Sauerwald, Lukas Reuter, Marco Ragni, Claudia Niederée, Heiko Maus, Gabriele Kern-Isberner, Christian Jilek, Paulina Friemann, Thomas Eiter, Andreas Dengel, Hannah Dames, Tanja Bock, Jan Ole Berndt, Christoph Beierle: Intentional Forgetting in Artificial Intelligence Systems: Perspectives and Challenges. KI 2018: Advances in Artificial Intelligence German Conference on Artificial Intelligence , 2018
  • Benjamin Bischke, Patrick Helber, Damian Borth, Andreas Dengel: Segmentation of Imbalanced Classes in Satellite Imagery Using Adaptive Uncertainty Weighted Class Loss. 2018 IEEE International Geoscience and Remote Sensing Symposium , 2018
  • Benjamin Bischke, Patrick Helber, Florian Oliver König, Damian Borth, Andreas Dengel: Overcoming Missing and Incomplete Modalities with Generative Adversarial Networks for Building Footprint Segmentation. Special Session on Indexing, Retrieval, Annotation and Mining in Earth Observation International Workshop on Content-Based Multimedia Indexing , 2018
  • Shoaib Ahmed Siddiqui, Dominique Mercier, Mohsin Munir, Andreas Dengel, Sheraz Ahmed: TSViz: Demystification of Deep Learning Models for Time-Series Analysis. Computing Research Repository eprint Journal (CoRR), 2018
  • Kareem Amin, Stelios Kapetanakis, Klaus-Dieter Althoff, Andreas Dengel, Miltos Petridis: Answering with Cases: A CBR Approach to Deep Learning. Case-Based Reasoning Research and Development International Conference on Case-Based Reasoning , 2018
  • Soumy Jacob, Shoya Ishimaru, Syed Saqib Bukhari, Andreas Dengel: Gaze-based Interest Detection on Newspaper Articles. ACM Symposium on Eye Tracking Research & Applications Symposium on Eye Tracking Research & Applications , 2018
  • Federico Raue, Andreas Dengel, Thomas Breuel, Marcus Liwicki: Symbol Grounding Association in Multimodal Sequences with Missing Elements. Journal of Artificial Intelligence Research (JAIR), 2018
  • Hiroki Ohashi, Mohammad Osamh Adel Al-Naser, Sheraz Ahmed, Katsuyuki Nakamura, Takuto Sato, Andreas Dengel: Attributes' Importance for Zero-Shot Pose-Classification Based on Wearable Sensors. Sensors - Open Access Journal (Sensors), 2018
  • Syed Saqib Bukhari, Cannannore Nidhi Narayana Kamath, Sumam Francis, Andreas Dengel: An Investigative Analysis of Different LSTM Libraries for Supervised and Unsupervised Architectures of OCR Training. ICFHR International Conference on Frontiers in Handwriting Recognition , 2018
  • Cannannore Nidhi Narayana Kamath, Syed Saqib Bukhari, Andreas Dengel: Comparative Study between Traditional Machine Learning and Deep Learning Approaches for Text Classification. DocEng ACM Symposium on Document Engineering , 2018
  • Kareem Mokhtar, Syed Saqib Bukhari, Andreas Dengel: OCR Error Correction: State-of-the-art vs An NMT Based Approach. DAS IAPR International Workshop on Document Analysis Systems , 2018
  • Srie Raam Mohan, Syed Saqib Bukhari, Andreas Dengel: Layout Error Correction using Deep Neural Networks. DAS IAPR International Workshop on Document Analysis Systems , 2018
  • Andreas Dengel, Heiko Maus: Personalisierte Wissensdienste: Das Unternehmen denkt mit. IM+io, 2018
  • Kareem Amin, Stelios Kapetanakis, Klaus-Dieter Althoff, Andreas Dengel, Miltos Petridis: Dynamic process workflow routing using Deep Learning. Artificial Intelligence XXXV SGAI International Conference on Artificial Intelligence , 2018
  • Martin Jenckel, Syed Saqib Bukhari, Andreas Dengel: Transcription Free LSTM OCR Model Evaluation. Proceedings of the 16th International Conference on Frontiers in Handwriting Recognition , 2018
  • Mohsin Munir, Muhammad Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed: DeepAnT: A Deep Learning Approach for Unsupervised Anomaly Detection in Time Series. IEEE Access, 2018
  • Joachim Folz, Sebastian Palacio, Jörn Hees, Damian Borth, Andreas Dengel: Adversarial Defense based on Structure-to-Signal Autoencoders. 2018
  • Shoya Ishimaru, Ko Watanabe, Nicolas Großmann, Carina Heisel, Pascal Klein, Yutaka Arakawa, Jochen Kuhn, Andreas Dengel.: HyperMind Builder - Pervasive User Interface to Create Intelligent Interactive Documents. The 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing International Joint Conference on Pervasive and Ubiquitous Computing , 2018
  • Soumy Jacob, Shoya Ishimaru, Andreas Dengel: Interest Detection while Reading Newspaper Articles by Utilizing a Physiological Sensing Wristband. The 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing International Joint Conference on Pervasive and Ubiquitous Computing , 2018
  • Dayananda Herurkar, Shoya Ishimaru, Andreas Dengel: Combining Software-Based Eye Tracking and a Wide-Angle Lens for Sneaking Detection. The 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing International Joint Conference on Pervasive and Ubiquitous Computing , 2018
  • Kareem Amin, George Lancaster, Stelios Kapetanakis, Klaus-Dieter Althoff, Andreas Dengel, Miltos Petridis: Case-based Reasoning in Natural Language Processing: Word2vec VS fastText. Proceedings of the 23rd UK Workshop on Case-Based Reasoning UK Workshop on Case-Based Reasoning , 2018
  • Seyyed Saleh Mozaffari Chanijani, Federico Raue, Saeid Dashti Hassanzadeh, Stefan Agne, Syed Saqib Bukhari, Andreas Dengel: Reading Type Classification based on Generative Models and Bidirectional Long Short-Term Memory. User Interfaces for Spatial and Temporal Data Analysis , 2018
  • Benjamin Bischke, Patrick Helber, Andreas Dengel: Global-Local Feature Fusion for Image Classification of Flood Affected Roads from Social Multimedia. Working Notes Proceedings of the MediaEval 2018 MediaEval Benchmark , 2018
  • Anne Lauscher, Kai Eckert, Lukas Galke, Ansgar Scherp, Syed Tahseen Raza Rizvi, Sheraz Ahmed, Andreas Dengel, Philipp Zumstein, Annette Klein: Linked Open Citation Database: Enabling Libraries to Contribute to an Open and Interconnected Citation Graph. Joint Conference on Digital Libraries ACM/IEEE Joint Conference on Digital Libraries , 2018
  • Vladimir Rybalkin, Syed Saqib Bukhari, Aqib Ghafoor, Muhammad Mohsin Ghaffar, Norbert Wehn, Andreas Dengel: iDocChip: A Configurable Hardware Ar- chitecture for Historical Document Image Processing: Percentile Based Binarization. The 18th ACM Symposium on Document Engineering ACM Symposium on Document Engineering , 2018
  • Syed Saqib Bukhari, Manabendra Saha, Praveen Kumar Badimala Giridhara, Manesh Kumar Lohano, Andreas Dengel: anyAlign: An Intelligent and Interac- tive Text-Alignment Web-Application for Historical Document. The 13th IAPR Workshop on Document Analysis Systems, DAS18, Vienna Austria, 2018. IAPR International Workshop on Document Analysis Systems , 2018
  • Syed Saqib Bukhari, Ashutosh Gupta, Anil Kumar Tiwari, Andreas Dengel: High Performance Layout Analysis of Medieval European Document Images. The 7th International Conference on Pattern Recognition Applications and Methods International Conference on Pattern Recognition Applications and Methods , 2018
  • Shoaib Ahmed Siddiqui, Muhammad Imran Malik, Stefan Agne, Andreas Dengel, Sheraz Ahmed: DeCNT: Deep Deformable CNN for Table Detection. IEEE Access, 2018
  • Marco Schreyer, Timur Sattarov, Damian Borth, Andreas Dengel, Bernd Reimer: Künstliche Intelligenz in der Wirtschaftsprüfung - Identifikation ungewöhnlicher Buchungen in der Finanzbuchhaltung. Die Wirtschaftsprüfung (WPg), 2018
  • Pascal Klein, Jouni Viiri, Seyyed Saleh Mozaffari Chanijani, Andreas Dengel, Jochen Kuhn: Instruction-based clinical eye-tracking study on the visual interpretation of divergence: How do students look at vector field plots?. Physical Review Physics Education Research (PRPER), 2018
  • Seyyed Saleh Mozaffari Chanijani, Pascal Klein, Jouni Viiri, Sheraz Ahmed, Jochen Kuhn, Andreas Dengel: Evaluating Similarity Measures for Gaze Pattern on the Context of Representational Competence in Physics Education. ETRA '18: Proceedings of the 2018 ACM Symposium on Eye Tracking Research & Applications Symposium on Eye Tracking Research & Applications , 2018
  • Mohammad Mohsin Reza, Md Ajraf Rakib, Syed Saqib Bukhari, Andreas Dengel: A High-Performance Document Image Layout Analysis for Invoices. 13th IAPR International Workshop on Document Analysis Systems IAPR International Workshop on Document Analysis Systems , 2018
2017
  • Sven Hertling, Markus Schröder, Christian Jilek, Andreas Dengel: Where is that Button again ?! - Towards a Universal GUI Search Engine. Proceedings of the 9th International Conference on Agents and Artificial Intelligence International Conference on Agents and Artificial Intelligence , 2017
  • Sebastian Baumbach, Andreas Dengel: Measuring the Performance of Push-ups - Qualitative Sport Activity Recognition. Proceedings of the 9th International Conference on Agents and Artificial Intelligence International Conference on Agents and Artificial Intelligence , 2017
  • Philipp Blandfort, Tushar Karayil, Damian Borth, Andreas Dengel: Image Captioning in the Wild: How People Caption Images on Flickr. Proceedings of the 2017 ACM on Multimedia Conference Multimodal Understanding of Social, Affective and Subjective Attributes , 2017
  • Federico Raue, Sebastian Palacio, Andreas Dengel, Marcus Liwicki: Classless Association using Neural Networks. Proceedings of the 26th International Conference on Artificial Neural Networks International Conference on Artificial Neural Networks , 2017
  • Benjamin Bischke, Patrick Helber, Christian Schulze, Venkat Srinivasan, Damian Borth, Andreas Dengel: The Multimedia Satellite Task at MediaEval 2017. Working Notes Proceedings of the MediaEval 2017 MediaEval Benchmark, Workshop, September 13-16, Dublin, Ireland, 2017
  • Benjamin Bischke, Prakriti Bhardwaj, Aman Gautam, Patrick Helber, Damian Borth, Andreas Dengel: Detection of Flooding Events in Social Multimedia and Satellite Imagery using Deep Neural Networks. Working Notes Proceedings of the MediaEval 2017 MediaEval Benchmark, September 13-15, Dublin, Ireland, 2017
  • Markus Schröder, Christian Jilek, Jörn Hees, Sven Hertling, Andreas Dengel: RDF Spreadsheet Editor: Get (G)rid of Your RDF Data Entry Problems. Posters & Demonstrations Track International Semantic Web Conference , 2017
  • Marco Stricker, Syed Saqib Bukhari, Seyyed Saleh Mozaffari Chanijani, Mohammad Al-Naser, Damian Borth, Andreas Dengel: Which Saliency Detection Method is the Best to Estimate the Human Attention for Adjective Noun Concepts?. International Conference on Agents and Artificial Intelligence International Conference on Agents and Artificial Intelligence , 2017
  • Jörn Hees, Rouven Bauer, Joachim Folz, Damian Borth, Andreas Dengel: Predicting Human Associations with Graph Patterns Learned from Linked Data. ISWC Poster & Demos International Semantic Web Conference , 2017
  • Marc Beck, Seyyed Saleh Mozaffari Chanijani, Syed Saqib Bukhari, Andreas Dengel: Landscape or Portrait? The Impact of Page Orientation on the Understandability of Scientific Posters. 1st International Workshop on Human-Document Interaction , 2017
  • Martin Jenckel, Syed Saqib Bukhari, Andreas Dengel: Training LSTM-RNN with Imperfect Transcription. Proceedings of HIP’2017 International Workshop on Historical Document Imaging and Processing , 2017
  • Viktor Eisenstadt, Christoph Langenhan, Saqib Bukhari, Klaus-Dieter Althoff, Frank Petzold, Andreas Dengel: Extending the Flexibility of Case-Based Design Support Tools: A Use Case in the Architectural Domain. Case-Based Reasoning Research and Development International Conference on Case-Based Reasoning , 2017
  • Mohsin Munir, Steffen Erkel, Andreas Dengel, Sheraz Ahmed: Pattern-Based Contextual Anomaly Detection in HVAC Systems. 2017 IEEE International Conference on Data Mining Workshops IEEE International Conference on Data Mining Workshops , 2017
  • Syed Saqin Bukhari, Ahmad Kadi, Fahim Mir, Andreas Dengel: anyOCR: An Open-Source OCR System for Historical Archives. ICDAR International Conference on Document Analysis and Recognition , 2017
  • Kareem Amin, Khaled El-Bahnasy, Klaus-Dieter Althoff, Andreas Dengel: Case Base Indexing Using Unique Attribute Combinations Based on Parallel Power Set Tree Algorithm. Professionelles Wissensmanagement Conference on Professional Knowledge Management , 2017
  • Ying Gu, Ramkumar Ganesan, Benjamin Bischke, Ansgar Bernardi, Alexander Maier, Heinrich Warkentin, Thilo Steckel, Andreas Dengel: Grid-based outlier detection in large data sets for combine harvesters. 15th IEEE International Conference on Industrial Informatics IEEE International Conference on Industrial Informatics, July 24-26, Emden, Germany, 2017
  • Akansha Bhardwaj, Dominique Mercier, Hisham Hashmi, Sheraz Ahmed, Andreas Dengel: Academic Community Explorer (ACE) for Syntactic, Semantic and Pragmatic Document Analysis. IAPR International Conference on Document Analysis and Recognition International Conference on Document Analysis and Recognition , 2017
  • Riaz Ahmad, M. Zeshan Afzal, S. Faisal Rashid, Marcus Liwicki, Andreas Dengel: Text-Line Segmentation of Large Titles and Headings in Arabic Like Script. 2017 1st International Workshop on Arabic Script Analysis and Recognition - Workshop Booklet IEEE International Workshop on Arabic Script Analysis and Recognition , 2017
  • Sebastian Schreiber, Sheraz Ahmed, Stefan Agne, Ivo Wolf, Andreas Dengel: DeepDeSRT: Deep Learning for Detection and Structure Recognition of Tables in Document Images. ICDAR International Conference on Document Analysis and Recognition , 2017
  • Ayushman Dash, Amit Sahu, Rajveer Shringi, John Gamboa, Muhammad Zeshan Afzal, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed: AirScript - Creating Documents in Air. ICDAR International Conference on Document Analysis and Recognition , 2017
  • Akansha Bhardwaj, Dominik Mercier, Andreas Dengel, Sheraz Ahmed: DeepBIBX: Deep Learning for Image Based Bibliographic Data Extraction. ICDAR International Conference on Document Analysis and Recognition , 2017
  • Hiroki Ohashi, Mohammad Al-Naser, Sheraz Ahmed, Takayuki Akiyama, Takuto Sato, Phong Nguyen, Katsuyuki Nakamura, Andreas Dengel: Augmenting Wearable Sensor Data with Physical Constraint for DNN-Based Human-Action Recognition. Time Series Workshop Time Series Workshop @ ICML, located at ICML 2017, August 11, Sydney, Australia, 2017
  • Shoya Ishimaru, Andreas Dengel: ARFLED: Ability Recognition Framework for Learning and Education. the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing International Joint Conference on Pervasive and Ubiquitous Computing , 2017
  • Koichi Kise, Olivier Augereau, Yuzuko Utsumi, Masakazu Iwamura, Kai Kunze, Shoya Ishimaru, Andreas Dengel: Quantified Reading and Learning for Sharing Experiences. the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing International Joint Conference on Pervasive and Ubiquitous Computing , 2017
  • Shoya Ishimaru, Kensuke Hoshika, Kai Kunze, Koichi Kise, Andreas Dengel: Towards Reading Trackers in the Wild: Detecting Reading Activities by EOG Glasses and Deep Neural Networks. the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing International Joint Conference on Pervasive and Ubiquitous Computing , 2017
  • Shoya Ishimaru, Soumy Jacob, Apurba Roy, Syed Saqib Bukhari, Carina Heisel, Nicolas Großmann, Michael Thees, Jochen Kuhn, Andreas Dengel: Cognitive State Measurement on Learning Materials by Utilizing Eye Tracker and Thermal Camera. The 14th IAPR International Conference on Document Analysis and Recognition International Conference on Document Analysis and Recognition , 2017
  • Qamer Uddin Sabri, Johannes Bayer, Viktor Eisenstadt, Syed Saqib Bukhari, Klaus-Dieter Althoff, Andreas Dengel: Semantic Pattern-Based Retrieval of Architectural Floor Plans with Case-Based and Graph-Based Searching Techniques and their Evaluation and Visualization. Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods International Conference on Pattern Recognition Applications and Methods , 2017
  • Qamer Uddin Sabri, Johannes Bayer, Viktor Eisenstadt, Syed Saqib Bukhari, Klaus-Dieter Althoff, Andreas Dengel: Semi-automated Testing of an Architectural Floor Plan Retrieval Framework: Quantitative and Qualitative Comparison of Semantic Pattern-Based Matching Approaches. Maria De Marsico; Gabriella Sanniti di Baja; Ana Fred: Pattern Recognition Applications and Methods, 2017
  • Peter Lanzer, Mohammad Osamh Adel Al-Naser, Syed Saqib Bukhari, Andreas Dengel, Elizabeth Krupinski: Eye Tracking in Catheter-Based Cardiovascular Interventions: Early Results. Journal of Medical Imaging, 2017
  • Shoya Ishimaru, Syed Saqib Bukhari, Carina Heisel, Nicolas Großmann, Pascal Klein, Jochen Kuhn, Andreas Dengel: Augmented Learning on Anticipating Textbooks with Eye Tracking. Positive Learning and Transformation in the Infor- mation Age (PLATO) - A blessing or a curse?. IEEE Transactions on Learning Technologies, 2017
  • Amir Moris Monir Riad, Christian Sporer, Syed Saqib Bukhari, Andreas Dengel: Classification and Information Extraction for Complex and Nested Tabular Structures in Images. The 14th IAPR International Conference on Document Analysis and Recognition International Conference on Document Analysis and Recognition , 2017
  • Johannes Bayer, Syed Saqib Bukhari, Andreas Dengel: Floor Plan Generation and Auto Completion Based on Recurrent Neural Networks. The 12th IAPR International Workshop on Graphics Recognition , 2017
  • Viktor Ayzenshtadt, Christoph Langenhan, Syed Saqib Bukhari, Klaus-Dieter Althoff, Frank Petzold, Andreas Dengel: Extending the Flexibility of Case-Based Design Support Tools: A Use Case in the Architectural Domain. The 25th International Conference on Case-Based Reasoning International Conference on Case-Based Reasoning , 2017
  • Jochen Kuhn, Shoya Ishimaru, Syed Saqib Bukhari, Carina Heisel, Nicolas Großmann, Andreas Dengel: HyperMind, das antizipierende Schulbuch – Ein Beitrag zur Unterrichtsentwicklung. The World Education Leadership Symposium 2017 World Education Leadership Symposium, Education 5.0? The Future of Learning – The Future of Schools, September 6-8, Zug, Switzerland, 2017
  • Akansha Bhardwaj, Dominique Mercier, Andreas Dengel, Sheraz Ahmed: DeepBIBX: Deep Learning for Image Based Bibliographic Data Extraction. International Conference on Neural Information Processing International Conference on Neural Information Processing , 2017
  • Tandra Ghose, Yannik T. H. Schelske, Takeshi Suzuki, Andreas Dengel: Low-level Pixelated Representations suffice for Aesthetically Pleasing Contrast Adjustment in Photographs. Psihologija, 2017
  • Olga Zlatkin-Troitschanskaia, Gabriel Wittum, Andreas Dengel (Eds.): Positive Learning in the Age of Information (PLATO) - A blessing or a curse?. Springer VS, Wiesbaden, 2017
2016
  • Viktor Eisenstadt, Christoph Langenhan, Syed Saqib Bukhari, Klaus-Dieter Althoff, Frank Petzold, Andreas Dengel: Thinking With Containers: A Multi-Agent Retrieval Approach for the Case-Based Semantic Search of Architectural Designs. Proceedings of the 8th International Conference on Agents and Artificial Intelligence. International Conference on Agents and Artificial Intelligence , 2016
  • Hassan Issa, Amir Guirguis, Shary Beshara, Stefan Agne, Andreas Dengel: Preference Based Filtering and Recommendations for Running Routes. Proceedings of the 12th International Conference on Web Information Systems and Technologies International Conference on Web Information Systems and Technologies , 2016
  • Bishoy Sefen, Sebastian Baumbach, Andreas Dengel, Slim Abdennadher: Human Activity Recognition Using Sensor Data of Smartphones and Smartwatches. Proceedings of the 8th International Conference on Agents and Artificial Intelligence International Conference on Agents and Artificial Intelligence , 2016
  • Hassan Issa, Ludger van Elst, Andreas Dengel: Using Smartphones for Prototyping Semantic Sensor Analysis Systems. Proceedings of the International Workshop on Semantic Big Data International Workshop on Semantic Big Data , 2016
  • Jörn Hees, Rouven Bauer, Joachim Folz, Damian Borth, Andreas Dengel: Edinburgh Associative Thesaurus as RDF and DBpedia Mapping. The Semantic Web: ESWC 2016 Satellite Events Extended Semantic Web Conference , 2016
  • Sven Hertling, Markus Schröder, Christian Jilek, Andreas Dengel: Top-k Shortest Paths in Directed Labeled Multigraphs. The Semantic Web: ESWC 2016 Challenges Extended Semantic Web Conference , 2016
  • Riaz Ahmad, Muhammad Zeshan Afzal, Sheikh Faisal Rashid, Marcus Liwicki, Thomas Breuel, Andreas Dengel: A Novel Skew Detection and Correction Approach for Scanned Documents. DAS IAPR International Workshop on Document Analysis Systems , 2016
  • Adnan Ul-Hasan, Syed Saqib Bukhari, Andreas Dengel: OCRoRACT: A Sequence Learning OCR System Trained on Isolated Characters. Proceedings of the 12th IAPR International Workshop on Document Analysis Systems IAPR International Workshop on Document Analysis Systems , 2016
  • Federico Raue, Sebastian Palacio, Thomas M. Breuel, Wonmin Byeon, Andreas Dengel, Marcus Liwicki: Symbolic Association using Parallel Multilayer Perceptron. International Conference on Artificial Neural Networks (ICANN), 2016
  • Philipp Blandfort, Tushar Karayil, Damian Borth, Andreas Dengel: Introducing Concept And Syntax Transition Networks for Image Captioning. ICMR 2016 Conference Proceedings ACM International Conference on Multimedia Retrieval , 2016
  • Sara Farouk Elkasrawi, Ahmed Abdelsamad, Syed Saqib Bukhari, Andreas Dengel: What you see is what you get? Automatic Image Verification for Online News Content. 12th IAPR International Workshop on Document Analysis Systems IAPR International Workshop on Document Analysis Systems , 2016
  • Martin Jenckel, Syed Saqib Bukhari, Andreas Dengel: Clustering Benchmark for Characters in Historical Documents. -: DAS 2016 Short Paper Booklet, 2016
  • Christian Jilek, Sven Schwarz, Heiko Maus, Andreas Dengel: Managed Forgetting, Data Condensation & Preservation in Application. 3rd Workshop on Ubiquitous Technologies for Augmenting the Human Mind , 2016
  • Bahaa Eldesouky, Menna Bakry, Heiko Maus, Andreas Dengel: Seed, an End-user Text Composition Tool for the Semantic Web. The Semantic Web - ISWC 2016, 15th International Semantic Web Conference, Proceedings International Semantic Web Conference , 2016
  • Viktor Eisenstadt, Christoph Langenhan, Johannes Roth, Syed Saqib Bukhari, Klaus-Dieter Althoff, Frank Petzold, Andreas Dengel: Comparative Evaluation of Rule-Based and Case-Based Retrieval Coordination for Search of Architectural Building Designs. Case-based Reasoning in Research and Development International Conference on Case-Based Reasoning , 2016
  • Viktor Eisenstadt, Ada Mikyas, Klaus-Dieter Althoff, Syed Saqib Bukhari, Andreas Dengel: Ontology-based Communication Architecture Within a Distributed Case-Based Retrieval System for Architectural Designs. LWDA 2016 - Lernen, Wissen, Daten, Analysen - Workshop Proceedings GI-Workshop-Tage "Lernen, Wissen, Daten, Analysen" , 2016
  • Seyyed Saleh Mozaffari Chanijani, Pascal Klein, Mohammad Osamh Adel Al-Naser, Syed Saqib Bukhari, Jochin Kuhn, Andreas Dengel: A Study on Representational Competence in Physics Using Mobile Eye Tracking Systems. ACM International Conference on Human-Computer Interaction with Mobile Devices and Services , 2016
  • Seyyed Saleh Mozaffari Chanijani, Pascal Klein, Syed Saqib Bukhari, Jochen Kuhn, Andreas Dengel: Entropy Based Transition Analysis of Eye Movement on Physics Representational Competence. Workshop on Ubiquitous Technologies for Augmenting the Human Mind International Conference on Ubiquitous Computing , 2016
  • Seyyed Saleh Mozaffari Chanijani, Mohammad Al-Naser, Syed Saqib Bukhari, Damian Borth, Shanley E. M. Allen, Andreas Dengel: An Eye Movement Study on Scientific Papers Using Wearable Eye Tracking Technology. The Ninth International Conference on Mobile Computing and Ubiquitous Networking The International Conference on Mobile Computing and Ubiquitous Networking , 2016
  • Jörn Hees, Benjamin Adrian, Ralf Biedert, Thomas Roth-Berghofer, Andreas Dengel: TSSort: Probabilistic Noise Resistant Sorting. Computing Research Repository eprint Journal (CoRR), 2016
  • Alireza Koochali, Sebastian Kalkowski, Andreas Dengel, Damian Borth, Christian Schulze: Which Languages do People Speak on Flickr? A Language and Geo-Location Study of the YFCC100m Dataset. Proceedings of the 2016 Workshop on Community-Organized Multimodal Mining: Opportunities for Novel Solutions ACM Multimedia Community-Organized Multimodal Mining: Opportunities for Novel Solutions Workshop , 2016
  • Mohammad Osamh Adel Al-Naser, Syed Saqib Bukhari, Peter Lanzer, Seyyed Saleh Mozaffari Chanijani, Andreas Dengel: Knowledge transfer from experts to novices in minimally invasive catheter-mediated (MIC) interventions, eye-tracking study. Proceedings of the 18th International Conference on Human-Computer Interaction with Mobile Devices and Services Adjunct International Conference on Human-Computer Interaction with Mobile Devices and Services , 2016
  • Benjamin Bischke, Damian Borth, Christian Schulze, Andreas Dengel: Contextual Enrichment of Remote-Sensed Events with Social Media Streams. MM '16: 2016 ACM Multimedia Conference Proceedings ACM International Conference on Multimedia , 2016
  • Tushar Karayil, Philipp Blandfort, Damian Borth, Andreas Dengel: Generating Affective Captions using Concept And Syntax Transition Networks. Proceedings of the 2016 ACM on Multimedia Conference ACM International Conference on Multimedia , 2016
  • Jörn Hees, Rouven Bauer, Joachim Folz, Damian Borth, Andreas Dengel: An Evolutionary Algorithm to Learn SPARQL Queries for Source-Target-Pairs. Eva Blomqvist; Paolo Ciancarini; Francesco Poggi; Fabio Vitali;: Knowledge Engineering and Knowledge Management: 20th International Conference, EKAW 2016, Bologna, Italy, November 19-23, 2016, Proceedings, 2016
  • Martin Jenckel, Syed Saqib Bukhari, Andreas Dengel: Anyocr: A Sequence Learning Based OCR System for Unlabeled Historical Documents. Proceedings of the 23rd International Conference on Pattern Recognition , 2016
  • Riaz Ahmad, M. Zeshan Afzal, S. Faisal Rashid, Marcus Liwicki, Thomas Breuel, Andreas Dengel: KPTI: Katib’s Pashto Text Imagebase and DeepLearning Benchmark. 15th International Conference on Frontiers in Handwriting Recognition International Conference on Frontiers in Handwriting Recognition , 2016
  • Shoya Ishimaru, Tilman Dingler, Kai Kunze, Koichi Kise, Andreas Dengel: Reading Interventions - Tracking Reading State and Designing Interventions. the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing International Joint Conference on Pervasive and Ubiquitous Computing , 2016
  • Shoya Ishimaru, Kai Kunze, Koichi Kise, Andreas Dengel: The Wordometer 2.0 - Estimating the Number of Words You Read in Real Life using Commercial EOG Glasses. the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing International Joint Conference on Pervasive and Ubiquitous Computing , 2016
  • Shoya Ishimaru, Syed Saqib Bukhari, Carina Heisel, Jochen Kuhn, Andreas Dengel: Towards an Intelligent Textbook: Eye Gaze Based Attention Extraction on Materials for Learning and Instruction in Physics. the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing International Joint Conference on Pervasive and Ubiquitous Computing , 2016
  • Sabine Hoffmann, Helga Tauscher, Andreas Dengel, Shoya Ishimaru, Sheraz Ahmed, Jochen Kuhn, Carina Heisel, Yutaka Arakawa: Sensing thermal stress at office workplaces. The Fifth International Conference on Human-Environment System International Conference on Human-Environment System , 2016
  • Federico Raue, Marcus Liwicki, Andreas Dengel: Symbolic Association Learning inspired by the Symbol Grounding Problem. Machine Learning Reports 04/2016 Workshop New Challenges in Neural Computation , 2016
  • Syed Saqib Bukhari, Adnan Ul-Hasan, Andreas Dengel: Meaningless Text OCR Model for Medieval Scripts. 2016
  • Brennan Nunamaker, Syed Saqib Bukhari, Damian Borth, Andreas Dengel: A Tesseract-Based OCR Framework For Historical Documents Lacking Ground- Truth Text. International Conference on Image Processing, ICIP’16, USA, 2016 IEEE International Conference on Image Processing , 2016
  • Brian Kenji Iwana, Syed Tahseen Raza Rizvi, Sheraz Ahmed, Andreas Dengel, Seiichi Uchida: Judging a Book by its Cover. 2016
  • Andreas Dengel: Digital Co-Creation and Augmented Learning. Proceedings KMO 2016 International Knowledge Management in Organizations Conference, located at Proceedings of the The 11th International Knowledge Management in Organizations Conference on The Changing Face of Knowledge Management Impacting Society, Hagen, Germany, 2016
2015
  • Hassan Issa, Alaa Shafaee, Stefan Agne, Stephan Baumann, Andreas Dengel: User-Sentiment Based Evaluation for Market Fitness Trackers. MONITORING, ACCESSIBILITY AND USER INTERFACES International Conference on Information and Communication Technologies for Ageing Well and e-Health , 2015
  • Christian Jilek, Heiko Maus, Sven Schwarz, Andreas Dengel: Diary Generation from Personal Information Models to Support Contextual Remembering and Reminiscence. Workshop on Human Memory-Inspired Multimedia Organization and Preservation , 2015
  • Bahaa Eldesouky, Menna Bakry, Heiko Maus, Andreas Dengel: Supporting Early Contextualization of Textual Content in Digital Documents on the Web. Proceedings of the 13th International Conference on Document Analysis and Recognition International Conference on Document Analysis and Recognition , 2015
  • Jochen Kuhn, Alexander Nussbaumer, Dietrich Albert, Owen Conlan, Andreas Dengel, Christian Gütl, Dimosthenis Karatzas, Martin Memmel, Alain Pagani, Johanna Pirker, Christina M. Steiner: Advancing Physics Learning Through Traversing a Multi-Modal Experimentation Space. Workshop Proceedings of the 11th International Conference on Intelligent Environments International Conference on Intelligent Environments , 2015
  • Bahaa Eldesouky, Heiko Maus, Sven Schwarz, Andreas Dengel: Seed, a Natural Language Interface to Knowledge Bases. Sakae Yamamoto: Human Interface and the Management of Information. Information and Knowledge Design, 2015
  • Joachim Folz, Christian Schulze, Damian Borth, Andreas Dengel: Aesthetic Photo Enhancement using Machine Learning and Case-Based Reasoning. Proceedings of the 1st International Workshop on Affect & Sentiment in Multimedia International Workshop on Affect and Sentiment in Multimedia , 2015
  • Sebastian Kalkowski, Damian Borth, Christian Schulze, Andreas Dengel: Real-time Analysis and Visualization of the YFCC100m Dataset. Proceedings of the 2015 Workshop on Community-Organized Multimodal Mining: Opportunities for Novel Solutions ACM International Conference on Multimedia , 2015
  • Mustafa Al Shdaifat, Syed Saqib Bukhari, Takumi Toyama, Andreas Dengel: Robust Object Recognition in Wearable Eye Tracking System. The 3rd IAPR Asian Conference on Pattern Recognition , 2015
  • Viktor Eisenstadt, Christoph Langenhan, Syed Saqib Bukhari, Klaus-Dieter Althoff, Frank Petzold, Andreas Dengel: Distributed Domain Model for the Case-Based Retrieval of Architectural Building Designs. Proceedings of the 20th UK Workshop on Case-Based Reasoning UK Workshop on Case-Based Reasoning , 2015
  • Riaz Ahmad, Muhammad Zeshan Afzal, Sheikh Faisal Rashid, Marcus Liwicki, Andreas Dengel, Thomas Breuel: Recognizable Units in Pashto Language for OCR. MOCR International Conference on Document Analysis and Recognition , 2015
  • Mohammad Al-Naser, Seyyed Saleh Mozaffari Chanijani, Syed Saqib Bukhari, Damian Borth, Andreas Dengel: What Makes a Beautiful Landscape Beautiful: Adjective Noun Pairs Attention by Eye-Tracking and Gaze Analysis. Proceedings of the 1st International Workshop on Affect & Sentiment in Multimedia International Workshop on Affect and Sentiment in Multimedia , 2015
  • Seyyed Saleh Mozaffari Chanijani, Syed Saqib Bukhari, Andreas Dengel: Analysis of text layout quality using wearable eye trackers. Workshop on Wearable and Ego-vision Systems for Augmented Experience , 2015
  • Johannes Bayer, Syed Saqib Bukhari, Christoph Langenhan, Marcus Liwicki, Klaus-Dieter Althoff, Frank Petzold, Andreas Dengel: Migrating the Classical Pen-and-Paper based Conceptual Sketching of Architecture Plans Towards Computer Tools - Prototype Design and Evaluation. The Eleventh IAPR International Workshop on Graphics Recognition IAPR International Workshop on Graphics Recognition , 2015
  • Syed Saqib Bukhari, Andreas Dengel: Visual Appearance based Document ClassificationMethods: Performance Evaluation and Benchmarking. 13th International Conference on Document Analysis and Recognition International Conference on Document Analysis and Recognition , 2015
  • Seyed Ali Bahrainian, Andreas Dengel: Sentiment Analysis of Texts by Capturing Underlying Sentiment Patterns. International Journal of Web Intelligence and Agent Systems, 2015
2014
  • Marcus Liwicki, Sebastian Ebert, Andreas Dengel: Bridging the Gap Between Handwriting Recognition and Knowledge Management. Pattern Recognition Letters (PRL), 2014
  • Christian Schulze, Dominik Henter, Damian Borth, Andreas Dengel: Automatic Detection of CSA Media by Multi-modal Feature Fusion for Law Enforcement Support. Proceedings of the ACM International Conference on Multimedia Retrieval 2014 ACM International Conference on Multimedia Retrieval , 2014
  • Sheraz Ahmed, Markus Weber, Marcus Liwicki, Christoph Langenhan, Andreas Dengel, Frank Petzold: Automatic analysis and sketch-based retrieval of architectural floor plans. Pattern Recognition Letters (PRL), 2014
  • Alaa Shafaee, Hassan Issa, Stefan Agne, Stephan Baumann, Andreas Dengel: Aspect-Based Sentiment Analysis of Amazon Reviews for Fitness Tracking Devices. LNCS/LNAI post Proceedings of PAKDD 2014 Pacific-Asia Conference on Knowledge Discovery and Data Mining , 2014
  • Andreas Dengel, Darko Obradovic: Readings on Artificial Applications - Proceedings of the Seminar "Collaborative Intelligence" 2013/2014. 2014
  • Andreas Dengel: Proceedings IDAKS 2014. 2014
  • Takumi Toyama, Daniel Sonntag, Takahiro Matsuda, Andreas Dengel, Masakazu Iwamura, Koichi Kise: A Mixed Reality Head-Mounted Text Translation System Using Eye Gaze Input. Proceedings of the 2014 international conference on Intelligent user interfaces International Conference on Intelligent User Interfaces , 2014
  • Yutaka Arakawa, Tatjana Scheffler, Stephan Baumann, Andreas Dengel: Social Tourist Map -Discovering Popular Point of Interests for Tourism from Social Data-. IPSJ Transaction on Consumer Devices and Systems, 2014
  • Yuki Shiga, Takumi Toyama, Uzuko Ustumi, Andreas Dengel, Koichi Kise: Daily activity recognition combining gaze motion and visual features. Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication International Conference on Ubiquitous Computing , 2014
  • Björn Forcher, Sahar Javadi, Christian Reuschling, Stephan Baumann, Andreas Dengel: Justifying Results of the Music Recommender System HORST. 9th Conference on Interdisciplinary Musicology Conference on Interdisciplinary Musicology , 2014
  • Shoya Ishimaru, Kai Kunze, Koichi Kise, Jens Weppner, Andreas Dengel, Paul Lukowicz, Andreas Bulling: In the Blink of an Eye: Combining Head Motion and Eye Blink Frequency for Activity Recognition with Google Glass. Proceedings of the 5th Augmented Human International Conference Augmented Human International Conference , 2014
  • Björn Forcher, Thomas Roth-Berghofer, Stefan Agne, Andreas Dengel: Intuitive Justifications of Medical Semantic Search Results. International Journal Engineering Applications of Artificial Intelligence (EAAI), 2014
  • Andreas Dengel, Kristin Stamm: Mapping Multichannel Documents to Attentive Tasks: Ensuring Information Gain and Detecting Failures. F. Ana F. Joaquim; : Agents and Artificial Intelligence, 2014
  • Andreas Dengel, Darko Obradovic (Eds.): Readings on Artificial Intelligence Applications - Proceedings of the Bachelor Seminar "Artificial Intelligence" 2014. 2014
  • Muhammad Imran Malik, Marcus Liwicki, Andreas Dengel, Bryan Found: Man vs. Machine: A Comparative Analysis for Signature Verification. Journal of Forensic Document Examination (JFDE), 2014
2013
  • Matthias Reif, Annika Leveringhaus, Faisal Shafait, Andreas Dengel: Predicting Classifier Combinations. Proceedings of the 2nd International Conference on Pattern Recognition Applications and Methods International Conference on Pattern Recognition Applications and Methods , 2013
  • Heiko Maus, Sven Schwarz, Andreas Dengel: Weaving Personal Knowledge Spaces into Office Applications. Integration of Practice-Oriented Knowledge Technology: Trends and Prospectives, 2013
  • Jörn Hees, Mohamed Khamis, Ralf Biedert, Slim Abdennadher, Andreas Dengel: Collecting Links between Entities Ranked by Human Association Strengths. ESWC Extended Semantic Web Conference , 2013
  • Kristin Stamm, Andreas Dengel: Enhancing Attentive Task Search with Information Gain Trees and Failure Detection Strategies. Proceedings of the 5th International Conference on Agents and Artificial Intelligence International Conference on Agents and Artificial Intelligence , 2013
  • Christopher Tim Althoff, Damian Borth, Jörn Hees, Andreas Dengel: Analysis and Forecasting of Trending Topics in Online Media Streams. ACM MM 2013 ACM International Conference on Multimedia , 2013
  • Johann Gebhardt, Markus Goldstein, Faisal Shafait, Andreas Dengel: Document Authentication using Printing Technique Features and Unsupervised Anomaly Detection. Proceedings of the 12th International Conference on Document Analysis and Recognition International Conference on Document Analysis and Recognition , 2013
  • Takumi Toyama, Wakana Suzuki, Andreas Dengel, Koichi Kise: Wearable Reading Assist System: Augmented Reality Document Combining Document Retrieval and Eye Tracking. Proceedings of the 12th International Conference on Document Analysis and Recognition International Conference on Document Analysis and Recognition , 2013
  • Salma Tayel, Matthias Reif, Andreas Dengel: Rule-based Complaint Detection using RapidMiner. RCOMM 2013 RapidMiner Community Meeting and Conference , 2013
  • Takumi Toyama, Wakana Suzuki, Andreas Dengel, Koichi Kise: User Attention Oriented Augmented Reality on Documents with Document Dependent Dynamic Overlay. 12th IEEE International Symposium on Mixed and Augmented Reality , 2013
  • Darko Obradovic, Stephan Baumann, Andreas Dengel: A Social Network Analysis and Mining Methodology for the Monitoring of Specific Domains in the Blogosphere. Social Network Analysis and Mining (SNAM), 2013
  • Fernanda Pimenta, Darko Obradovic, Andreas Dengel: A Comparative Study of Social Media Prediction Potential in the 2012 U.S. Republican Presidential Preelections. Proceedings of the IEEE International Conference on Social Computing and its Applications , 2013
  • Sheraz Ahmed, Faisal Shafait, Marcus Liwicki, Andreas Dengel: A Generic Method for Stamp Segmentation Using Part-Based Features. ICDAR International Conference on Document Analysis and Recognition , 2013
  • Muhammad Imran Malik, Sheraz Ahmed, Marcus Liwicki, Andreas Dengel: FREAK for Real Time Forensic Signature Verification. ICDAR International Conference on Document Analysis and Recognition , 2013
  • Sheraz Ahmed, Koichi Kise, Masakazu Iwamura, Marcus Liwicki, Andreas Dengel: Automatic Ground Truth Generation of Camera Captured Documents Using Document Image Retrieval. ICDAR International Conference on Document Analysis and Recognition , 2013
  • Sheraz Ahmed, Koichi Kise, Masakazu Iwamura, Marcus Liwicki, Andres Dengel: Automatic Word Ground Truth Generation for Camera Captured Documents. PRMU Pattern Recognition and Media Understanding , 2013
  • Yutaka Arakawa, T. Scheffler, Stephan Baumann, Andreas Dengel: Social Tourist Map -Discovering Popular Point of Interests for Tourism from Social Data-. IPSJ Symp. on Multimedia, Distributed, Cooperative and Mobile Systems Multimedia, Distributed, Cooperative and Mobile Systems , 2013
  • Max Feltes, Sheraz Ahmed, Andreas Dengel, Marcus Liwicki: Improved Contour-Based Corner Detection for Architectural Floor Plans. GREC IAPR International Workshop on Graphics Recognition , 2013
  • Kristin Stamm, Marcus Liwicki, Andreas Dengel: Continuous Partial Order Planning for Multichannel Document Analysis: A Process-Driven Approach. Proceedings ICDAR 2013 International Conference on Document Analysis and Recognition , 2013
  • Christoph Langenhan, Markus Weber, Marcus Liwicki, Frank Petzold, Andreas Dengel: Graph-Based Retrieval of Building Information Models for Early-Stage Design Support. Advanced Engineering Informatics Journal, 2013
  • Andreas Dengel: Wissen und Prozesse - Organisationale Gedächtnisse orientieren sich an bekannten Verhaltensmustern. KM - Kultur und Management im Dialog, 2013
2012
  • Andreas Dengel, Ansgar Bernardi, Ludger van Elst: Wissensrepräsentation. Semantische Technologien: Grundlagen - Konzepte - Anwendungen, 2012
  • Ludger van Elst: Ontologien und Ontologie-Abgleich in verteilten Informationssystemen. Semantische Technologien: Grundlagen - Konzepte - Anwendungen, 2012
  • Asif Shahab, Faisal Shafait, Andreas Dengel, Seiichi Uchida: How Salient is Scene Text?. IAPR International Workshop on Document Analysis Systems IAPR International Workshop on Document Analysis Systems , 2012
  • Takuya Kobayashi, Takumi Toyama, Faisal Shafait, Andreas Dengel, Masakazu Iwamura, Koichi Kise: Recognizing Words in Scenes with a Head-Mounted Eye-Tracker. IAPR International Workshop on Document Analysis Systems IAPR International Workshop on Document Analysis Systems , 2012
  • Björn Forcher, Stefan Agne, Thomas Roth-Berghofer: Erklärungsfähigkeit semantischer Systeme. Andreas Dengel: Semantische Technologien: Grundlagen - Konzepte - Anwendungen, 2012
  • Björn Forcher, Stefan Agne, Andreas Dengel, Michael Gillmann, Thomas Roth-Berghofer: Towards understandable explanations for Document Analysis Systems. Proceedings of 10th IAPR International Workshop on Document Analysis Systems IAPR International Workshop on Document Analysis Systems , 2012
  • Kinga Schumacher, Björn Forcher, Thanh Tran: Semantische Suche. Andreas Dengel; : Semantische Technologien: Grundlagen - Konzepte - Anwendungen, 2012
  • Takumi Toyama, Thomas Kieninger, Faisal Shafait, Andreas Dengel: Gaze Guided Object Recognition Using a Head-Mounted Eye Tracker. The Seventh ACM Symposium on Eye Tracking Research & Applications Symposium on Eye Tracking Research & Applications , 2012
  • Georg Buscher, Andreas Dengel, Ralf Biedert, Ludger van Elst: Attentive Documents: Eye Tracking as Implicit Feedback for Information Retrieval and Beyond. ACM Transactions on Intelligent Interactive Systems (TIIS), 2012
  • Sheraz Ahmed, Marcus Liwicki, Markus Weber, Andreas Dengel: Automatic Room Detection And Room Labeling From Architectural Floor Plans . Proceedings of the 10th IAPR International Workshop on Document Analysis Systems IAPR International Workshop on Document Analysis Systems , 2012
  • Sheraz Ahmed, Marcus Liwicki, Andreas Dengel: Extraction of Text Touching Graphics using SURF . 10th IAPR International Workshop on Document Analysis Systems IAPR International Workshop on Document Analysis Systems , 2012
  • Muhammad Imran Malik, Sheraz Ahmed, Andreas Dengel, Marcus Liwicki: A Signature Verification Framework for Digital Pen Applications. 10th IAPR International Workshop on Document Analysis Systems IAPR International Workshop on Document Analysis Systems , 2012
  • Sheraz Ahmed, Marcus Liwicki, Andreas Dengel: Extraction of Text Touching Graphics using SURF. 10th IAPR International Workshop on Document Analysis Systems IAPR International Workshop on Document Analysis Systems , 2012
  • Matthias Reif, Faisal Shafait, Andreas Dengel: Meta-learning for evolutionary parameter optimization of classifiers. Machine Learning, 2012
  • Markus Weber, Marcus Liwicki, Andreas Dengel: Faster Subgraph Isomorphism Detection by Well-Founded Total Order Indexing. Pattern Recognition Letters (PRL), 2012
  • Björn Forcher, Nils Petersen, Andreas Dengel, M. Gillmann, Z. Tuncer: Visualization of Intuitive Explanations using Koios++. Proceedings of the ECAI-12 workshop on Explanation-aware Computing , 2012
  • Markus Goldstein, Andreas Dengel: Histogram-based Outlier Score (HBOS): A fast Unsupervised Anomaly Detection Algorithm. KI-2012: Poster and Demo Track German Conference on Artificial Intelligence , 2012
  • Matthias Reif, Faisal Shafait, Andreas Dengel: Dataset Generation for Meta-Learning. KI-2012: Poster and Demo Track German Conference on Artificial Intelligence , 2012
  • Matthias Reif, Faisal Shafait, Andreas Dengel: Meta²-Features: Providing Meta-Learners More Information. KI-2012: Poster and Demo Track German Conference on Artificial Intelligence , 2012
  • Takumi Toyama, Thomas Kieninger, Faisal Shafait, Andreas Dengel: User Gaze Detection on Arbitrary Objects Using Physical Sensors and an Eye Tracker in a Real Environment. Asia-Pacific Conference on Computer Human Interaction Asia-Pacific Conference on Computer Human Interaction , 2012
  • Wolfgang Schlauch, Darko Obradovic, Andreas Dengel: Organizational Social Network Analysis – Case Study in a Research Facility. KI-2012: Poster and Demo Track German Conference on Artificial Intelligence , 2012
  • Matthias Reif, Faisal Shafait, Markus Goldstein, Thomas Breuel, Andreas Dengel: Automatic classifier selection for non-experts. Pattern Analysis and Applications (PAA), 2012
  • Jörn Hees, Thomas Roth-Berghofer, Ralf Biedert, Benjamin Adrian, Andreas Dengel: BetterRelations: Collecting Association Strengths for Linked Data Triples with a Game. Search Computing - Broadening Web Search, 2012
  • Gunnar Grimnes, Malte Kiesel, Ansgar Bernardi, Andreas Dengel: Semantic Technologies in Agricultural Communication - The iGreen Project. Proc. AOS - Agricultural Ontology Service, 2012. International Symposium on Agricultural Ontology Service in Practice, September 3-4, Kuching, Sarawak, Malaysia, 2012
  • Marcus Liwicki, Markus Weber, Tobias Zimmermann, Andreas Dengel: Seamless Integration of Handwriting Recognition into Pen-Enabled Displays for Fast User Interaction. 10th IAPR International Workshop on Document Analysis Systems IAPR International Workshop on Document Analysis Systems , 2012
  • Marcus Liwicki, Markus Weber, Tobias Zimmermann, Andreas Dengel: Seamless Integration of Handwriting Recognition into Pen-Enabled Displays for Fast User Interaction . Proceedings of the 10th IAPR International Workshop on Document Analysis Systems , 2012
  • Sheraz Ahmed, Muhammad Imran Malik, Marcus Liwicki, Andreas Dengel: Signature segmentation from document images. ICFHR International Conference on Frontiers in Handwriting Recognition , 2012
  • Ralf Biedert, Jörn Hees, Andreas Dengel, Georg Buscher: A Robust Realtime Reading-Skimming Classifier. Proceedings of the 2012 Symposium on Eye-Tracking Research and Applications, ETRA 2012, Santa Barbara, CA, USA, March 28-30, 2012 Symposium on Eye Tracking Research & Applications , 2012
  • Kristin Stamm, Andreas Dengel: Searching Attentive Tasks with Document Analysis Evidences and Dempster-Shafer Theory. Proceedings ICPR-12 International Conference on Pattern Recognition , 2012
  • Kristin Stamm, Andreas Dengel: Attentive Tasks: Process-Driven Document Analysis for Multichannel Documents. Proceedings DAS12 IAPR International Workshop on Document Analysis Systems , 2012
  • Andreas Dengel, Marcus Liwicki: Semantic E-Ink: Knowledge-Based Assistance for Making Mental Models Explicit. International Journal on Pattern Recognition and Artificial Intelligence (IJPRAI), 2012
2011
  • Christopher Tim Althoff, Adrian Ulges, Andreas Dengel: Balanced Clustering for Content-based Image Browsing. GI-Informatiktage 2011 GI-Informatiktage , 2011
  • Markus Weber, Marcus Liwicki, Andreas Dengel: Indexing with Well-Founded Total Order for Faster Subgraph Isomorphism Detection. Graph-Based Representations in Pattern Recognition: 8th IAPR-TC-15 International Workshop IAPR International Workshop on Graph-Based Representations in Pattern Recognition , 2011
  • Heiko Maus, Sven Schwarz, Jan Haas, Andreas Dengel: CONTASK: Context-Sensitive Task Assistance in the Semantic Desktop. Enterprise Information Systems, 2011
  • Holger Kößling, Marcus Liwicki, Dominic Gorecky, Gerrit Meixner, Markus Weber, Andreas Dengel: Pen-Based Interaction Forms for Smarter Product Customization. Proceedings of the 18th International Federation of Automatic Control World Congress World Congress of the International Federation of Automatic Control , 2011
  • Andreas Dengel, Benjamin Adrian: Helping People Remember: Coactive Assistance for Personal Information Management on a Semantic Desktop. Knowledge Discovery, Knowlege Engineering and Knowledge Management, 2011
  • Benjamin Adrian, Andreas Dengel: Linked Open Data Perspectives: Incorporating Linked Open Data into Information Extraction on the Web. it - Information Technology (IT), 2011
  • Takumi Toyama, Thomas Kieninger, Faisal Shafait, Andreas Dengel: Museum Guide 2.0 - An Eye-Tracking based Personal Assistant for Museums and Exhibits. Re-Thinking Technology in Museums 2011: Emerging Experiences International Conference on Re-Thinking Technology in Museums, May 26-27, Limerick, Ireland, 2011
  • Asif Shahab, Faisal Shafait, Andreas Dengel: ICDAR 2011 Robust Reading Competition Challenge 2: Reading Text in Scene Images. Proceedings of the 11th International Conference on Document Analysis and Recognition International Conference on Document Analysis and Recognition , 2011
  • Asif Shahab, Faisal Shafait, Andreas Dengel: Bayesian Approach to Photo Time-Stamp Recognition. Proceedings of the 11th International Conference on Document Analysis and Recognition International Conference on Document Analysis and Recognition , 2011
  • Björn Forcher, Stefan Agne, Andreas Dengel, Thomas Roth-Berghofer: Justifying Semantic Search Results By Means Of Semantic Frequency Classes. Proceedings of the IJCAI -11 Workshop on Explanation-aware Computing , 2011
  • Björn Forcher, Stefan Agne, Andreas Dengel, Michael Gillmann, Thomas Roth-Berghofer: Semantic Logging: Towards Explanation-Aware DAS. Proceedings of the 11th International Conference on Document Analysis and Recognition International Conference on Document Analysis and Recognition , 2011
  • Rafael Schirru, Stephan Baumann, Christian Freye, Andreas Dengel: Towards Context-Sensitive Music Recommendations Using Multifaceted User Profiles. The Proceedings of the 42nd International AES Conference International Audio Engineering Society Conference , 2011
  • Christoph Langenhan, Markus Weber, Marcus Liwicki, Frank Petzold, Andreas Dengel: Sketch-based Methods for Researching Building Layouts through the Semantic Fingerprint of Architecture. CAAD Futures 2011 CAAD Futures, Designing together, July 4-8, Liège, Belgium, 2011
  • Marcus Liwicki, Markus Weber, Andreas Dengel: Online Mode Detection for Pen-Enabled Multi-Touch Interfaces. 15th Conf of the International Graphonomics Society International Graphonomics Society Conference , 2011
  • Christoph Langenhan, Sebastian Haß, Markus Weber, Frank Petzold, Marcus Liwicki, Andreas Dengel: Investigating research strategies for accessing knowledge stored in semantic models. Proceedings of eCAADe 2011 Education and Research in Computer Aided Architectural Design in Europe , 2011
  • Markus Weber, Marcus Liwicki, Yannik T. H. Schelske, Christopher Schoelzel, Florian Strauß, Andreas Dengel: MCS for Online Mode Detection: Evaluation on Pen-Enabled Multi-Touch Interfaces. Proceedings of the 11th International Conference on Document Analysis and Recognition International Conference on Document Analysis and Recognition , 2011
  • Martin Klinkigt, Koichi Kise, Heiko Maus, Andreas Dengel: Semantic Retrieval of Images by Learning from Wikipedia. Knowledge-Based and Intelligent Information and Engineering Systems International Conference on Knowledge-Based and Intelligent Information & Engineering Systems , 2011
  • Benjamin Adrian, Sven Schwarz: Using Suffix Arrays for Efficiently Recognition of Named Entities in Large Scale. Knowlege-Based and Intelligent Information and Engineering Systems International Conference on Knowledge-Based and Intelligent Information & Engineering Systems , 2011
  • Sheraz Ahmed, Markus Weber, Marcus Liwicki, Andreas Dengel: Text/Graphics Segmentation in Architectural Floor Plans. International Conference on Document Analysis and Recognition International Conference on Document Analysis and Recognition , 2011
  • Sheraz Ahmed, Marcus Liwicki, Markus Weber, Andreas Dengel: Improved Automatic Analysis of Architectural Floor Plans. International Conference on Document Analysis and Recognition International Conference on Document Analysis and Recognition , 2011
  • Rafael Schirru, Stephan Baumann, Martin Memmel, Andreas Dengel: Topic-Based Recommendations for Enterprise 2.0 Resource Sharing Platforms. Knowledge-Based and Intelligent Information and Engineering Systems International Conference on Knowledge-Based and Intelligent Information & Engineering Systems , 2011
  • Markus Weber, Christoph Langenhan, Thomas Roth-Berghofer, Marcus Liwicki, Andreas Dengel, Frank Petzold: Fast Subgraph Isomorphism Detection for Graph-Based Retrieval. Case-Based Reasoning Research and Development Case-Based Reasoning Research and Development. International Conference on Case-Based Reasoning , 2011
  • Oleg Rostanin, Passant El Agroudy: SWord: Semantic Annotations Revisited. Proceedings of the 15th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems International Conference on Knowledge-Based and Intelligent Information & Engineering Systems , 2011
  • Muhammad Imran Malik, Marcus Liwicki, Andreas Dengel: Evaluation of Local and Global Features for Offline Signature Verification. 1st International Workshop on Automated Forensic Handwriting Analysis International Workshop on Automated Forensic Handwriting Analysis , 2011
  • Sven Schwarz, Frank Marmann, Heiko Maus: Extracting Personal Concepts from Users' Emails to Initialize Their Personal Information Models. Proceedings of the 15th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems International Conference on Knowledge-Based and Intelligent Information & Engineering Systems , 2011
  • Matthias Reif, Faisal Shafait, Andreas Dengel: Prediction of Classifier Training Time Including Parameter Optimization. Proceedings of the 34th Annual German Conference on Artificial Intelligence German Conference on Artificial Intelligence , 2011
  • Darko Obradovic, Christoph Rueger, Andreas Dengel: Core/Periphery Structure versus Clustering in International Weblogs. Proceedings of the 2011 International Conference on Computational Aspects of Social Networks , 2011
  • Darko Obradovic, Fernanda Pimenta, Andreas Dengel: Mining Shared Social Media Links to Support Clustering of Blog Articles. Proceedings of the 2011 International Conference on Computational Aspects of Social Networks , 2011
  • Jörn Hees, Thomas Roth-Berghofer, Ralf Biedert, Benjamin Adrian, Andreas Dengel: BetterRelations: Using a Game to Rate Linked Data Triples. KI 2011 - Advances in Artificial Intelligence German Conference on Artificial Intelligence , 2011
  • Andreas Dengel, Marcus Liwicki, Markus Weber: Touch & Write - Penabled Collaborative Intelligence. Proceedings of the 3rd Malaysian Joint Conference on Artificial Intelligence Malaysian Joint Conference on Artificial Intelligence , 2011
  • Marcus Liwicki, Sandra Thieme, Gerrit Kahl, Andreas Dengel: An Intelligent Shopping List - Combining Digital Paper with Product Ontologies. Proceedings 15th International Conference on Knowledge-based and Intelligent Information and Engineering Systems International Conference on Knowledge-Based and Intelligent Information & Engineering Systems , 2011
  • Marcus Liwicki, Sebastian Ebert, Andreas Dengel: From Handwriting Recognition to Ontologie-Based Information Extraction of Handwritten Notes. Proceedings of the 15th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems International Conference on Knowledge-Based and Intelligent Information & Engineering Systems , 2011
  • Andreas Dengel (Eds.): Semantische Technologien: Grundlagen. Konzepte. Anwendungen.. Spektrum Akademischer Verlag, Heidelberg, 2011
  • Martin Klinkigt, Koichi Kise, Andreas Dengel: Generic and Specific Object Recognition for Semantic Retrieval of Images. Knowledge-Based and Intelligent Information and Engineering Systems - 15th International Conference, KES 2011, Kaiserslautern, Germany, September 12-14, 2011, Proceedings, Part I International Conference on Knowledge-Based and Intelligent Information & Engineering Systems , 2011
  • Matthias Loskyll, Jochen Schlick, Stefan Hodek, Lisa Ollinger, Christian Maxeiner: Semantische Webservices zur Steuerung von Produktionsprozessen. Andreas Dengel: Semantische Technologien: Grundlagen - Konzepte - Anwendungen, 2011
  • Peter Stephan, Matthias Loskyll, Christian Stahl, Jochen Schlick: Optimierung von Instandhaltungsprozessen durch Semantische Technologien. Andreas Dengel: Semantische Technologien: Grundlagen - Konzepte - Anwendungen, 2011
  • Andreas Dengel: Künstliche Intelligenz in Anwendungen. KI - Künstliche Intelligenz, German Journal on Artificial Intelligence - Organ des Fachbereiches "Künstliche Intelligenz" der Gesellschaft für Informatik e.V. (KI), 2011
2010
  • Asif Shahab, Thomas Kieninger, Andreas Dengel: The Aware Toolbox for the Detection of Law Infringements on Web Pages. Document Recognition and Retrieval XVII SPIE Conference on Document Recognition and Retrieval , 2010
  • Ralf Biedert, Georg Buscher, Sven Schwarz, Manuel Möller, Andreas Dengel, Thomas Lottermann: The Text 2.0 Framework. Proceedings of the International Workshop on Eye Gaze in Intelligent Human Machine Interaction International Workshop on Eye Gaze in Intelligent Human Machine Interaction, located at IUI, February 7-10, Hong Kong, China, 2010
  • Asif Shahab, Faisal Shafait, Thomas Kieninger, Andreas Dengel: An open approach towards the benchmarking of table structure recognition systems. 9th IAPR Workshop on Document Analysis Systems IAPR International Workshop on Document Analysis Systems , 2010
  • Christopher Tuot, Darko Obradovic, Fabian Fichter, Andreas Dengel: CRUV - A Collaborative Route-Planning System for Utility Vehicles. Proceedings of the 1st Commercial Vehicle Technology Symposium , 2010
  • Jan Haas, Heiko Maus, Sven Schwarz, Andreas Dengel: ConTask - Using Context-Sensitive Assistance to Improve Task-Oriented Knowledge Work. 12th International Conference on Enterprise Information Systems International Conference on Enterprise Information Systems , 2010
  • Georg Buscher, Ralf Biedert, Heinesch Daniel, Andreas Dengel: Eye tracking analysis of preferred reading regions on the screen. CHI '10 extended abstracts on human factors in computing systems ACM International Conference on Human Factors in Computing Systems , 2010
  • Thomas Roth-Berghofer, Benjamin Adrian, Andreas Dengel: Case Acquisition from Text: Ontology-based Information Extraction with SCOOBIE for myCBR. Case-Based Reasoning Research and Development: 18th International Conference on Case-Based Reasoning International Conference on Case-Based Reasoning , 2010
  • Markus Weber, Christoph Langenhan, Thomas Roth-Berghofer, Marcus Liwicki, Andreas Dengel, Frank Petzold: a.Scatch: Semantic Structure for Architectural Floor Plan Retrieval. Case-Based Reasoning Research and Development: 18th International Conference on Case-Based Reasoning International Conference on Case-Based Reasoning , 2010
  • Manuel Möller, Patrick Ernst, Andreas Dengel: Spatial Reasoning for Plausibility Checks of Medical Object Recognition Results Using the Foundational Model of Anatomy. Proceedings of the 2nd Malaysian Joint Conference on Artificial Intelligence Malaysian Joint Conference on Artificial Intelligence , 2010
  • Darko Obradovic, Stephan Baumann, Andreas Dengel: A Social Network Analysis and Mining Methodology for the Monitoring of Specific Domains in the Blogosphere. Proceedings of the International Conference on Advances in Social Network Analysis and Mining International Conference on Advances in Social Network Analysis and Mining , 2010
  • Dragan Sunjka, Darko Obradovic, Andreas Dengel: Crumblr: Aggregation and Sharing of Spatial Content in Mobile Environments. Proceedings of the International Conference on Advances in Social Network Analysis and Mining International Conference on Advances in Social Network Analysis and Mining , 2010
  • Darko Obradovic, Rafael Schirru, Stephan Baumann, Andreas Dengel: Social Media Miner - Automatische Erkennung von Trends im Web 2.0. DOK.magazin - Technologien, Strategien & Services für das digitale Dokument, 2010
  • Björn Forcher, Thomas Roth-Berghofer, Michael Sintek, Andreas Dengel: Explanation-Aware Software Design of the Semantic Search Engine KOIOS. Explanation-aware Computing ExaCt 2010, Proceedings of the 5th International ExaCt Workshop International Workshop on Explanation-aware Computing , 2010
  • Fernanda Sant Anna Pimenta, Darko Obradovic, Rafael Schirru, Stephan Baumann, Andreas Dengel: Automatic Sentiment Monitoring of Specific Topics in the Blogosphere. Proceedings of the 1st Workshop on Dynamic Networks and Knowledge Discovery Workshop on Dynamic Networks and Knowledge Discovery , 2010
  • Björn Forcher, Michael Sintek, Thomas Roth-Berghofer, Andreas Dengel: Constructing Understandable Explanations for Semantic Search Results. Proceedings of the EKAW 2010 - Knowledge Engineering and Knowledge Management by the Masses International Conference on Knowledge Engineering and Knowledge Management , 2010
  • Jörn Hees, Thomas Roth-Berghofer, Andreas Dengel: Linked Data Games: Simulating Human Association with Linked Data. Proceedings LWA 2010 - Workshop-Woche: Lernen, Wissen & Adaptivität GI-Workshop-Tage "Lernen, Wissen, Adaption" , 2010
  • Christopher Tuot, Darko Obradovic, Fabian Fichter, Andreas A. Dengel: CRUV - A Collaborative Route-Planning System for Utility Vehicles. Proceedings of the 1st Commercial Vehicle Technology Symposium Commercial Vehicle Technology Symposium , 2010
  • Rafael Schirru, Stephan Baumann, Martin Memmel, Andreas Dengel: Extraction of Contextualized User Interest Profiles in Social Sharing Platforms. Journal of Universal Computer Science (JUCS), 2010
  • Markus Weber, Marcus Liwicki, Andreas Dengel: a.SCAtch - A Sketch-Based Retrieval for Architectural Floor Plans. 12th International Conference on Frontiers of Handwriting Recognition International Conference on Frontiers in Handwriting Recognition , 2010
  • Benjamin Adrian, Jörn Hees, Ivan Herman, Michael Sintek, Andreas Dengel: Epiphany: Adaptable RDFa Generation Linking the Web of Documents to the Web of Data. Knowledge Engineering and Knowledge Management by the Masses International Conference on Knowledge Engineering and Knowledge Management , 2010
  • Matthias Sperber, Martin Klinkigt, Koichi Kise, Masakazu Iwamura, Benjamin Adrian, Andreas Dengel: Enabling Handwriting Reconstruction For a Camera Pen Using Random Dot Patterns. Proceedings of 12th International Conference on Frontiers in Handwriting Recognition International Conference on Frontiers in Handwriting Recognition , 2010
  • Marcus Liwicki, Hassan Mohamed Abou Eisha, Andreas Dengel: Improving Handwriting Recognition by the use of Semantic Information. Proceedings of the 9th IAPR International Workshop on Document Analysis Systems IAPR International Workshop on Document Analysis Systems , 2010
  • Marcus Liwicki, Oleg Rostanin, Saher Mohamed El-Neklawy, Andreas Dengel: Touch & Write: a Multi-Touch Table with Pen-Input. Proceedings of the 9th IAPR International Workshop on Document Analysis Systems IAPR International Workshop on Document Analysis Systems , 2010
  • Sebastian Ebert, Marcus Liwicki, Andreas Dengel: Ontology-Based Information Extraction from Handwritten Documents. Proceedings of the 12th International Conference on Frontiers in Handwriting Recognition International Conference on Frontiers in Handwriting Recognition , 2010
  • Christian Reuschling, Stefan Agne, Andreas Dengel: DynaQ - Faceted Search for Document Retrieval. DAS '10: Proceedings of the 9th IAPR International Workshop on Document Analysis Systems IAPR International Workshop on Document Analysis Systems , 2010
  • Ralf Biedert, Georg Buscher, Sven Schwarz, Jörn Hees, Andreas Dengel: Text 2.0. Proceedings of the 28th International Conference on Human Factors in Computing Systems, CHI 2010, Extended Abstracts Volume, Atlanta, Georgia, USA, April 10-15, 2010 International Conference Extended Abstracts on Human Factors in Computing Systems , 2010
  • Ralf Biedert, Georg Buscher, Andreas Dengel: The EyeBook – Using Eye Tracking to Enhance the Reading Experience. Informatik Spektrum, 2010
  • Matthias Sperber, Martin Klinkigt, Koichi Kise, Masakazu Iwamura, Benjamin Adrian, Andreas Dengel: Position Detection For a Camera Pen Using LLAH and Dot Patterns. Pattern Recognition and Media Understanding IEICE Technical Report, March 15-16, Japan, 2010
2009
  • Benjamin Adrian, Heiko Maus, Malte Kiesel, Andreas Dengel: Towards Ontology-based Information Extraction and Annotation of Paper Documents for Personalized Knowledge Acquisition. WM2009: 5th Conference on Professional Knowledge Management Conference on Professional Knowledge Management , 2009
  • Benjamin Adrian, Heiko Maus, Andreas Dengel: iDocument: Using Ontologies for Extracting Information from Text. WM2009: 5th Conference on Professional Knowledge Management Conference on Professional Knowledge Management , 2009
  • Kinga Schumacher, Marcus Liwicki, Andreas Dengel: A Paper-based Technology for Personal Knowledge Management. Proceedings of the 5th Conference on Professional Knowledge Management Conference on Professional Knowledge Management , 2009
  • Georg Buscher, Andreas Dengel: Gaze-Based Filtering of Relevant Document Segments. Workshop on Web Search Result Summarization and Presentation Workshop on Web Search Result Summarization and Presentation , 2009
  • Benjamin Adrian, Björn Forcher, Thomas Roth-Berghofer, Andreas Dengel: Explaining Ontology-Based Information Extraction in the NEPOMUK Semantic Desktop. Workshop 10@IJCAI-09: Explanation-aware Computing , 2009
  • Stefan Dellmuth, Heiko Maus, Andreas Dengel: Supporting Knowledge Work by Observing Paper-Based Activities on the Physical Desktop. Proceedings of the Third International Workshop on Camera Based Document Analysis and Recognition International Workshop on Camera-Based Document Analysis and Recognition , 2009
  • Martin Klinkigt, Heiko Maus, Koichi Kise, Andreas Dengel: Automatic Management of Large Images Databases. International Conference on Multimedia, Information Technology and its Applications International Conference on Multimedia, Information Technology and its Applications , 2009
  • Frederick Schulz, Markus Ebbecke, Michael Gillmann, Benjamin Adrian, Stefan Agne, Andreas Dengel: Seizing the Treasure: Transferring Layout Knowledge in Invoice Analysis. 10th International Conference on Document Analysis and Recognition International Conference on Document Analysis and Recognition , 2009
  • Martin Klinkigt, Koichi Kise, Heiko Maus, Andreas Dengel: Object Detection in Images With Cluttered Background by Using Local Features and Their Configuration. 2009
  • Ralf Biedert, Georg Buscher, Andreas Dengel: The Eye Book. Informatik Spektrum, 2009
  • Georg Buscher, Ludger van Elst, Andreas Dengel: Segment-level display time as implicit feedback: a comparison to eye tracking. SIGIR '09: Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval ACM SIGIR Conference on Information Retrieval , 2009
  • Markus Weber, Thomas Roth-Berghofer, Volker Hudlet, Heiko Maus, Andreas Dengel: Context-Aware Service Discovery using Case-Based Reasoning Methods. KI 2009: Advances in Artificial Intelligence German Conference on Artificial Intelligence , 2009
  • Benjamin Adrian, Martin Klinkigt, Heiko Maus, Andreas Dengel: Using iDocument for Document Categorization in Nepomuk Social Semantic Desktop. Proceedings of I-KNOW 09 and I-SEMANTICS 09 International Conference on Semantic Systems , 2009
  • Christopher Tuot, Andreas Dengel: Spatial Decision Support Systems as a Means Towards Sustainable Agriculture. Proceedings the 4th IFAC International Workshop on Bio-Robotics, Information Technology, and Intelligent Control for Bioproduction Systems IFAC International Workshop on Bio-Robotics, Information Technology, and Intelligent Control for Bioproduction Systems , 2009
  • Benjamin Adrian, Jörn Hees, Ludger van Elst, Andreas Dengel: iDocument: Using Ontologies for Extracting and Annotating Information from Unstructured text. KI 2009: Advances in Artificial Intelligence German Conference on Artificial Intelligence , 2009
  • Marcus Liwicki, Markus Weber, Andreas Dengel: Automatic Recognition and Interpretation of Pen- and Paper-Based Document Annotations. KI 2009: Advances in Artificial Intelligence German Conference on Artificial Intelligence , 2009
  • Ansgar Bernardi, Andreas Dengel: iGreen: Mobile Plattform für organisationsübergreifendes Wissensmanagement. Geteiltes Wissen ist doppeltes Wissen International Conference on Knowledge Management and Knowledge Technology , 2009
  • Marcus Liwicki, Andreas Dengel: Requirements for Intelligent Pen-Based Annotation Systems --- An Exemplary Study with Semantic eInk. Proceedings of the 14th Conference of the International Graphonomics Society International Graphonomics Society Conference , 2009
2008
  • Andreas Dengel: Wissensbasierte Dokumentanalyse. Informatikforschung in Deutschland, 2008
  • Georg Buscher, Andreas Dengel, Ludger van Elst: Eye Movements as Implicit Relevance Feedback. Proceedings and Extended Abstracts of the 26th Conference on Human Factors in Computing Systems ACM International Conference on Human Factors in Computing Systems , 2008
  • Matthias Deller, Stefan Agne, Achim Ebert, Andreas Dengel, Hans Hagen, Bertin Klein, Michael Bender, Tony Bernadin, Bernd Hamann: Managing a Document-Based Information Space. Proceedings of 13th International Conference on Intelligent User Interfaces International Conference on Intelligent User Interfaces , 2008
  • Andreas Dengel: Der Social Semantic Desktop - Informationsmanagement trifft Web 2.0. DOK.magazin - Technologien, Strategien & Services für das digitale Dokument, 2008
  • Yohannes Kassahun, José de Gea Fernández, Jan Hendrik Metzen, Mark Edgington, Frank Kirchner: EANT+KALMAN: An Efficient Reinforcement Learning Method for Continuous State Partially Observable Domains. KI 2008: Advances in Artificial Intelligence German Conference on Artificial Intelligence , 2008
  • Georg Buscher, Andreas Dengel, Ludger van Elst: Query expansion using gaze-based feedback on the subdocument level. Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval ACM SIGIR Conference on Information Retrieval , 2008
  • Christopher Tuot, Michael Sintek, Andreas Dengel: IVIP - A Scientific Workflow System to Support Experts in Spatial Planning of Crop Production. Proceedings the 20th Int'l Conf. on Scientific and Statistical Database Management International Conference on Scientific and Statistical Database Management , 2008
  • Ulrich Schäfer, Hans Uszkoreit, Christian Federmann, Torsten Marek, Yajing Zhang: Extracting and Querying Relations in Scientific Papers. Proceedings of the 31st Annual German Conference on Artificial Intelligence German Conference on Artificial Intelligence , 2008
  • Walter Kasper, Jörg Steffen, Yajing Zhang: News Annotations for Navigation By Semantic Similarity. KI 2008: Advances in Artificial Intelligence German Conference on Artificial Intelligence , 2008
  • Kathrin Eichler, Holmer Hemsen, Markus Löckelt, Günter Neumann, Norbert Reithinger: Interactive Dynamic Information Extraction. KI 2008: Advances in Artificial Intelligence German Conference on Artificial Intelligence , 2008
  • Thomas Kieninger, Andreas Dengel: The HCI Paradigm of HyperPrinting. The Eighth IAPR International Workshop on Document Analysis Systems IAPR International Workshop on Document Analysis Systems , 2008
  • Georg Buscher, Andreas Dengel, Ludger van Elst, Florian Mittag: Generating and Using Gaze-Based Document Annotations. Proceedings and Extended Abstracts of the Conference on Human Factors in Computing Systems ACM International Conference on Human Factors in Computing Systems , 2008
  • Damian Borth, Christian Schulze, Adrian Ulges, Thomas Breuel: Navidgator - Similarity Based Browsing for Image & Video Databases. KI 2008: Advances in Artificial Intelligence German Conference on Artificial Intelligence , 2008
  • Marc Schröder, Patrick Gebhard, Marcela Charfuelan Oliva, Christoph Endres, Michael Kipp, Sathish Chandra Pammi, Martin Rumpler, Oytun Türk: Enhancing Animated Agents in an Instrumented Poker Game. KI 2008: Advances in Artificial Intelligence German Conference on Artificial Intelligence , 2008
  • Yohei Kurata, Hui Shi: Interpreting Motion Expressions in Route Instructions Using Two Projection-Based Spatial Models. KI 2008: Advances in Artificial Intelligence German Conference on Artificial Intelligence , 2008
  • Lutz Schröder, Dirk Pattinson: Shallow models for non-iterative modal logics. Proc. German Conference on Artificial Intelligence , 2008
  • Benjamin Adrian, Andreas Dengel: Believing Finite-State cascades in Knowledge-based Information Extraction. KI 2008: Advances in Artificial Intelligence German Conference on Artificial Intelligence , 2008
  • Alexander Grothkast, Benjamin Adrian, Kinga Schumacher, Andreas Dengel: OCAS: Ontology-Based Corpus and Annotation Scheme. Towards an OBIE Gold Standard that Contains even Implicit Facts. Proceedings of the High-level Information Extraction Workshop 2008 High-level Information Extraction Workshop , 2008
  • Hans-Ulrich Krieger: Where Temporal Description Logics Fail: Representing Temporally-Changing Relationships. KI 2008: Advances in Artificial Intelligence German Conference on Artificial Intelligence , 2008
  • Shingo Kubo, Hiroshi Tsuji, Heiko Maus, Andreas Dengel: Visualizing Personal Trend on Gnowsis Semantic Desktop. IEEE International Conference on Systems, Man, and Cybernetics , 2008
  • Marcus Liwicki, Kinga Schumacher, Andreas Dengel, N. Weibel, Beat Signer, M. C. Norrie: Pen and Paper-based Interaction with the Semantic Desktop. Handout of 8th Int. Workshop on Document Analysis Systems IAPR International Workshop on Document Analysis Systems , 2008
  • Marcus Liwicki, Kinga Schumacher, Andreas Dengel, N. Weibel, Beat Signer, M. C. Norrie: DEMO: Semantic eInk - Pen and Paper-based Interaction with the Semantic Desktop. Handout of 8th Int. Workshop on Document Analysis Systems IAPR International Workshop on Document Analysis Systems , 2008
  • Georg Buscher, Andreas Dengel: Attention-Based Document Classifier Learning. Proceedings of the Eighth IAPR Workshop on Document Analysis Systems IAPR International Workshop on Document Analysis Systems , 2008
  • Ludger van Elst, Malte Kiesel, Sven Schwarz, Georg Buscher, Andreas Lauer, Andreas Dengel: Contextualized Knowledge Acquisition in a Personal Semantic Wiki. Knowledge Engineering: Practice and Patterns. Proceedings of the 16th International Conference, EKAW 2008, Acitrezza, Italy, September 29 - October 2, 2008. International Conference on Knowledge Engineering and Knowledge Management , 2008
  • Benjamin Adrian, Heiko Maus, Andreas Dengel: DocuTag - Semantische Dienste für das Tagging von Dokumenten in Unternehmen: Kompetenzzentrum für das Büro der Zukunft. Brigitte Klempt; Dr. Jutta Ohl; Claudia Janssen-Neumann; Uwe Mayer; Gerda Fischer: Stiftung Rheinland-Pfalz für Innovation Jahresbericht 2007, 2008
  • Jakob Schwendner: Homography Based State Estimation for Aerial Robots. Proceedings of the 31st Annual German conference on Advances in Artificial Intelligence German Conference on Artificial Intelligence , 2008
  • Andreas Dengel, K. Berns, Thomas Breuel, Frank Bomarius, Thomas Roth-Berghofer (Eds.): Advances in Artificial Intelligence. 31st Annual German Conference on AI German Conference on Artificial Intelligence (KI-2008), September 23-26, Kaiserslautern, Germany. Springer, 2008
  • Marcus Liwicki, Andreas Dengel, Thomas Roth-Berghofer (Eds.): Readings on Knowledge Management Vol. 1, 2008. 2008
  • Lassaad Cheikhrouhou, Andreas Nonnengart, Werner Stephan, Frank Koob, Georg Rock: Automating Interactive Protocol Verification. KI 2008: Advances in Artificial Intelligence German Conference on Artificial Intelligence , 2008
  • Andreas Dengel: Twenty Years of German Research Center for Artificial Intelligence (DFKI). Journal of the Information Processing Society of Japan (IPSJ), 2008
  • Randy Goebel, Sandra Zilles, Christoph Ringlstetter, Andreas Dengel, Gunnar Aastrand Grimnes: What Is the Role of the Semantic Layer Cake for Guiding the Use of Knowledge Representation and Machine Learning in the Development of the Semantic Web?. Symbiotic Relationships between Semantic Web and Knowledge Engineering AAAI Spring Symposium , 2008
  • Hiroshi Miyake, Koichi Kise, Andreas Dengel: A Recognition Interface for Bridging the Semantic Desktop and the Physical World. Proceedings of the 31st Annual German Conference on Advances in Artificial Intelligence Annual German Conference on Advances in Artificial Intelligence, Kaiserslautern, Germany, 2008
2007
  • Martin Memmel, Andreas Dengel: Sharing Contextualized Attention Metadata to Support Personalized Information Retrieval. Proceedings of the International ACM/IEEE Workshop on Contextualized Attention Metadata: Personalized Access to Digital Resources , 2007
  • Leo Sauermann, Ludger van Elst, Andreas Dengel: PIMO - A Framework for Representing Personal Information Models. Proceedings of I-MEDIA '07 and I-SEMANTICS '07 International Conferences on New Media Technology and Semantic Systems as part of , 2007
  • Heiko Maus, Andreas Dengel: Semantic Annotation of Paper-Based Information. Proceedings of Second International Workshop on Camera-Based Document Analysis and Recognition , 2007
  • Ansgar Bernardi, Andreas Dengel: Developments in Technical Knowledge Management Support. Advances in Knowledge Management- 15 Years of Knowledge Management, 2007
  • Stefan Klink, K. Kise, Andreas Dengel, Markus Junker, Stefan Agne: Document Information Retrieval. B. B. Chaudhuri: Digital Document Processing. Major Direction and Recent Advances, 2007
  • Andreas Dengel: Learning of Pattern-Based Rules for Document Classification. Proceedings ICDAR'07 International Conference on Document Analysis and Recognition , 2007
  • Andreas Dengel: Knowledge Technologies for the Social Semantic Desktop. Knowledge Science, Engeneering and Management. 2nd International Conference, Proceedings International Conference on Knowledge Science, Engeneering and Management , 2007
  • Ansgar Bernardi, Andreas Dengel: Developments in Technical Knowledge Management Support. 15 years of knowledge management, 2007
2006
  • Bertin Klein, Stefan Agne, Andreas Dengel: On Benchmarking of Invoice Analysis System. 7th International Workshop on Document Analysis Systems, DAS 2006 IAPR International Workshop on Document Analysis Systems , 2006
  • Leo Sauermann, Andreas Dengel, Ludger van Elst, Andreas Lauer, Heiko Maus, Sven Schwarz: Personalization in the EPOS project. Proceedings of the Semantic Web Personalization Workshop at the ESWC 2006 Conference European Semantic Web Conference , 2006
  • Leo Sauermann, Gunnar Aastrand Grimnes, Malte Kiesel, Christiaan Fluit, Heiko Maus, Dominik Heim, Danish Nadeem, Benjamin Adrian, Andreas Dengel: Semantic Desktop 2.0: The Gnowsis Experience. Proc. of the ISWC Conference International Semantic Web Conference , 2006
  • Mark Siebert, Pierre Smits, Leo Sauermann, Andreas Dengel: Increasing Search Quality with the Semantic Desktop in Proposal Development. Proceedings of the Practical Aspects of Knowledge Management PAKM conference Practical Aspects of Knowledge Management conference , 2006
  • Wolfgang Wahlster, Andreas Dengel: Web 3.0: Convergence of Web 2.0 and the Semantic Web. Technology Radar, 2006
  • Andreas Dengel: Six Thousand Words about Multi-Perspective Personal Document Management. Proceedings IEEE-EDM International Electronic Document Management Workshop , 2006
  • Oleg Rostanin, Harald Holz, T. Suzuki, K. Maeda, Andreas Dengel, K. Kanasaki: Task-Based Process Know-How Reuse and Proactive Information Delivery in TaskNavigator. Proceedings CIKM ACM International Conference on Information and Knowledge Management , 2006
  • Andreas Dengel, Stefan Agne, Bertin Klein, Achim Ebert, Matthias Deller: Human-Centered Interaction with Documents. Proceedings of the IEEE International Workshop on Human-Centered Multimedia IEEE International Workshop on Human-Centered Multimedia, October 27, Santa Barbara,, CA, USA, 2006
  • M. Siebert, P.Smits, Leo Sauermann, Andreas Dengel: Personalized document retrieval in multi-party environments with the Semantic Desktop. Proceedings IEEE-EDM International Electronic Document Management Workshop , 2006
  • Stefan Agne, Christian Reuschling, Andreas Dengel: DynaQ - Dynamic queries for Electronic Document Management. Proceedings IEEE-EDM International Electronic Document Management Workshop , 2006
  • T. Suzuki, K. Maeda, K. Kanasaki, Harald Holz, Oleg Rostanin, Andreas Dengel: TaskNavigator: Agile Workflow Management and Proactive Information Delivery. 2006
  • Andreas Dengel: Spitzenleistung in der Grundlagenforschung – das DFKI. 2006
2005
  • Eric Ras, Martin Memmel, Stephan Weibelzahl: Integration of E-Learning and Knowledge Management - Barriers, Solutions and Future Issues. Professional Knowledge Management, 2005
  • Eric Ras, Martin Memmel, Stephan Weibelzahl: First Workshop on Learner-Oriented Knowledge Management & KM-oriented E-Learning (LOKMOL 2005). WM 2005: Professional Knowledge Management - Experiences and Visions Conference on Professional Knowledge Management , 2005
  • Andreas Abecker, Ludger van Elst, Steffen Staab: PAIKM-2005 --- Peer-to-Peer and Agent Infrastructures for Knowledge Management. Professional Knowledge Management: Third Biennial Conference, WM 2005, Kaiserslautern, Germany, April 10-13, 2005, Revised Selected Papers Conference on Professional Knowledge Management , 2005
  • Thilo Deussen, Thomas Roth-Berghofer, Gregor Büchel, Bertin Klein: Working Together in Philosophy and Informatics: An Introduction to the Contributions of the Second International Workshop on Philosophy and Informatics (WSPI 2005). Professional Knowledge Management Conference on Professional Knowledge Management , 2005
  • Thomas Kieninger, Andreas Dengel: An Approach towards Benchmarking of Table Structure Recognition Results. Intl. conference on Document Analysis and Recognition , 2005
  • Thomas Roth-Berghofer, Jörg Cassens, Frode Sørmo: Goals and Kinds of Explanations in Case-Based Reasoning. WM 2005: Professional Knowledge Management Conference on Professional Knowledge Management , 2005
  • Leo Sauermann, Ansgar Bernardi, Andreas Dengel: Overview and Outlook on the Semantic Desktop. Proceedings of the 1st Workshop on The Semantic Desktop at the ISWC 2005 Conference International Semantic Web Conference , 2005
  • Klaus-Dieter Althoff, Andreas Dengel, Ralph Bergmann, Markus Nick, Thomas Roth-Berghofer (Eds.): Professional Knowledge Management. Third Biennial Conference, WM 2005, Kaiserslautern, Germany, April 2005. Revised Selected Papers Conference on Professional Knowledge Management (WM). Springer, 2005
  • Thomas Kieninger, Andreas Dengel: Vom RoboCup zur Soccer Jukebox. 2005
  • Andreas Dengel, P. Novak, C. Wagner, K. Rehders, C. Maurer, S. Eckardt, A. Haag: Automatisierte Rechnungsbearbeitung: Marktpotential, Marktübersicht und Trends. 2005
  • Klaus-Dieter Althoff, Ralph Bergmann, Andreas Dengel, Markus Nick, Thomas Roth-Berghofer (Eds.): Conference Professional Knowledge Management Conference on Professional Knowledge Management (WM-2005), April 10-13, Kaiserslautern. Springer, 2005
2004
  • Christoph Altenhofen, Haigo Hofmann, Thomas Kieninger, Mirjana Stanisic-Petrovic: Results of a Survey about the Use of Tools in the Area of Document Management. Reading and Learning - Adaptive Content Recognition, 2004
  • Ansgar Bernardi, Andreas Dengel, Ludger van Elst, Andreas Lauer, Heiko Maus, Sven Schwarz: FRODO: Ein Agentenframework für verteile Unternehmensgedächtnisse. KI - Künstliche Intelligenz, German Journal on Artificial Intelligence - Organ des Fachbereiches "Künstliche Intelligenz" der Gesellschaft für Informatik e.V. (KI), 2004
  • Bertin Klein, Andreas Dengel: Results of a Study on Invoice-REading Systems in Germany. IAPR International Workshop on Document Analysis Systems IAPR International Workshop on Document Analysis Systems , 2004
  • Bertin Klein, Andreas Dengel, Andreas Fordan: smartFIX: An Adaptive System for Document Analysis and Understanding. Reading and Learning - Adaptive Content Recognition, 2004
  • Bertin Klein, Stefan Agne, Andreas Dengel: Results of a Study on Invoice-Reading Systems in Germany. Document Analysis Systems IAPR International Workshop on Document Analysis Systems , 2004
  • Andreas Dengel, Markus Junker, Anette Weisbecker (Eds.): Reading and Learning – Adaptive Content Recognition, Lecture Notes in Computer Science. Springer, 2004
  • Armin Hust, Markus Junker, Andreas Dengel: A Mathematical Model for Improving Retrieval Performance in Collaborative Information Retrieval. Advances in Mathematical / Formal Methods in Information Retrieval, 2004
  • Andreas Dengel: Faszination Wissensmanagement - auf dem Weg zum Unternehmensgedächtnis. GIT Labor-Fachzeitschrift, 2004
  • S. Marinai, Andreas Dengel: Document Analysis VI. Springer Publ., 2004
  • K. Kise, Markus Junker, Andreas Dengel, K. Matsumoto: Passage Retrieval on Density Distributions of Terms and its Applications to Document Retrieval and Question Answering. Reading and Learning -Adaptive Content Recognition, 2004
  • Bertin Klein, Andreas Dengel, A. Fordan: smartFIX: An Adaptive System for Document Analysis and Understanding. Reading and Learning -Adaptive Content Recognition, 2004
2003
  • Stefan Agne, Andreas Dengel, Bertin Klein: Evaluating SEE --- A Benchmarking Systems for Document Page Segmentation. Proceedings of the 7th International Conference on Document Analysis and Recognition ICDAR'03) International Conference on Document Analysis and Recognition , 2003
  • Bertin Klein, Andreas Dengel: Problem-adaptable document analysis and understanding for high-volume applications. International Journal on Document Analysis and Recognition (IJDAR), 2003
  • K. Kise, Markus Junker, Andreas Dengel, K. Matsumoto: Effectiveness of Passage-Based Document Retrieval for Short Queries. IEICE Transactions on Information & Systems, 2003
  • Armin Hust, Stefan Klink, Markus Junker, Andreas Dengel: Towards Collaborative Information Retrieval: Three Approaches. Text Mining-Theoretical Aspects & Application, 2003
  • Andreas Dengel: Making Documents Work: Challenges of Document Understanding. Proceedings ICDAR'03 International Conference on Document Analysis and Recognition , 2003
  • Andreas Dengel, P. Novak, C. Wagner, K. Rehders, Bertin Klein, D. Schneider, M. Winkler, R. Tebel: Rechnungseingangsbearbeitung: Marktpotential, Marktübersicht und Trends. 2003
2002
  • Stefan Agne, Armin Hust, Stefan Klink, Markus Junker, Andreas Dengel, Christoph Altenhofen, Jürgen Franke, Ingrid Renz, Bertin Klein: Text-Mining in Adaptive Read. KI - Künstliche Intelligenz, German Journal on Artificial Intelligence - Organ des Fachbereiches "Künstliche Intelligenz" der Gesellschaft für Informatik e.V. (KI), 2002
  • Andreas Dengel, Bertin Klein: smartFIX: A Requirements-Driven System for Document Analysis and Understanding. IAPR International Workshop on Document Analysis Systems IAPR International Workshop on Document Analysis Systems , 2002
  • Andreas Dengel, Andreas Abecker, Ansgar Bernardi, Ludger van Elst, Heiko Maus, Sven Schwarz, Michael Sintek: Konzepte zur Gestaltung von Unternehmensgedächtnissen. KI - Künstliche Intelligenz, German Journal on Artificial Intelligence - Organ des Fachbereiches "Künstliche Intelligenz" der Gesellschaft für Informatik e.V. (KI), 2002
  • Andreas Dengel, Andreas Abecker, Jan-Thies Bähr, Ansgar Bernardi, Peter Dannenmann, Ludger van Elst, Stefan Klink, Heiko Maus, Sven Schwarz, Michael Sintek: EPOS -- Evolving Personal to Organizational Knowledge Spaces. 2002
  • Andreas Dengel, Heiko Maus, Andreas Abecker: Dynamik betrieblicher Informationsprozesse: Adaptive Unternehmensgedächtnisse. Networlds: Leben und Arbeiten in vernetzten Welten - VDE Kongress 2002, Dresden VDE Kongress , 2002
  • Armin Hust, Stefan Klink, Markus Junker, Andreas Dengel: Query Reformulation in Collaborative Information Retrieval. IKS - International Conference on Information and Knowledge Sharing International Conference on Knowledge Management and Information Sharing , 2002
  • Armin Hust, Stefan Klink, Markus Junker, Andreas Dengel: Query Expansion for Web Information Retrieval. WIR - 32. Jahrestagung der Gesellschaft für Informatik, Web Information Retrieval Workshop Workshop "Information Retrieval" der FG-IR , 2002
  • Armin Hust, Stefan Klink, Markus Junker, Andreas Dengel: Improving Document Retrieval by Automatic Query Expansion Using Collaborative Learning of Term-Based Concepts. DAS - Fifth IAPR International Workshop on Document Analysis Systems IAPR International Workshop on Document Analysis Systems , 2002
  • Stephan Baumann, Andreas Dengel, Markus Junker, Thomas Kieninger: Combining Ontologies and Document Retrieval Techniques: A Case Study for an E-Learning Scenario. 13th International Workshop on Database and Expert Systems Applications , 2002
  • Stefan Klink, Armin Hust, Markus Junker, Andreas Dengel: TCL - An Approach for Learning Meanings of Queries in Information Retrieval Systems. Content Management - Digitale Inhalte als Bausteine einer vernetzten Welt, 2002
  • Stefan Klink, Armin Hust, Markus Junker, Andreas Dengel: Collaborative Learning of Term-based Concepts for Automatic Query Expansion. ECML/PKDD - European Conference of Maschine Learning ECML/PKDD - European Conference of Maschine Learning, 2002
  • Andreas Dengel, M. Junker: Implementierung eines kollaborativen Unternehmensgedächtnis via Text Mining. Management und Business Intelligence, 2002
  • Markus Junker, Andreas Abecker, Andreas Dengel: Text Categorization using Learned Document Features. Hybrid Methods in Pattern Recognition, 2002
  • Markus Junker, Andreas Dengel: Innovative Solutions for the Automatic Categorization and Indexing of Electronic Documents. Proceedings DLM Forum 2002 DLM Forum, 2002
2001
  • Bertin Klein, Serdar Gökkus, Thomas Kieninger, Andreas Dengel: Three Approaches to Industrial Table Spotting. Int. Conf. On Document Analysis and Recognition , 2001
  • Thomas Kieninger, Andreas Dengel: Applying the T-Recs Table Recognition System to the Business Letter Domain. Int. Conf. on Document Analysis and Recognition , 2001
  • Andreas Dengel, Markus Junker: 2 Special Issues on Document Analysis for Office Systems. International Journal on Document Analysis and Recognition (IJDAR), 2001
  • Markus Junker, Andreas Dengel: Preventing overfitting in learning text patterns for document categorization. ICAPR2001 International Conference in Advances in Pattern Recognition , 2001
  • K. Kise, Markus Junker, Andreas Dengel, K. Matsumoto: Passage-Based Document Retrieval as a Tool for Text Mining with Users Information Needs. Proceeedings of the 4th Intern´l Conference on Discovery Science International Conference on Discovery Science, 2001
  • K. Kise, Markus Junker, Andreas Dengel, K. Matsumoto: Experimental Evaluation of Passage-Based Document Retrieval. Proceedings 6th Int'l Conference on Document Analysis and Recognition International Conference on Document Analysis and Recognition , 2001
2000
  • Andreas Abecker, Ansgar Bernardi, Andreas Dengel, Ludger van Elst, Michael Malburg, Michael Sintek, Sylvio Tabor, Achim Weigel, Claudia Wenzel: FRODO: A Framework for Distributed Organizational Memories. 2000
  • Andreas Dengel, Andreas Lauer, Jürgen Lichter, Michael Malburg, Heiko Maus, Tino Sarodnik, Claudia Wenzel: Abschlußbericht VirtualOffice. 2000
  • Stefan Klink, Andreas Dengel, Thomas Kieninger: Document Structure Analysis Based on Layout and Textual Features. Int. Workshop on Document Analysis Systems IAPR International Workshop on Document Analysis Systems , 2000
  • Andreas Dengel: Heaven knows - oder Ihr System?. groupware magazin, 2000
  • Andreas Dengel, Claudia Wenzel, Markus Junker: Document Structure Analysis Based on Layout and Textual Features. Proceedings 4th SCI/ISAS Multi-Conference on Systemics, Cybernetics and Informatics , 2000
1999
  • Markus Junker, Rainer Hoch, Andreas Dengel: On the Evaluation of Document Analysis Components by Recall, Precision, and Accuracy. Proceedings of the 5th International Conference on Document Analysis and Recognition International Conference on Document Analysis and Recognition , 1999
  • Thomas Kieninger, Andreas Dengel: The T-RecS approach for table structure recognition and table border determination. Document Layout Interpretation and its Applications , 1999
  • Thomas Kieninger, Andreas Dengel: A Paper-to-HTML Table Recognition and Analysis System. Document Analysis Systems: Theory and Practice, Lecture Notes in Computer Science, 1999
  • Koichi Kise, Motoi Iwata, Andreas Dengel, Keinosuke Matsumoto: Text-Line Extraction as Selection of Paths in the Neighbor Graph. Document Analysis Systems: Theory and Practice, Lecture Notes in Computer Science, 1999
  • Michael Thulke, Volker Margner, Andreas Dengel: A General Approach to Quality Evaluation of Document Segmentation. Document Analysis Systems: Theory and Practice, Lecture Notes in Computer Science, 1999
  • Andreas Dengel: Künstliche Intelligenz. Brockhaus-Bibliothek “Mensch, Natur, Technik”, 1999
  • Michael Thulke, Volker Märgner, Andreas Dengel: Quality Evaluation of Document Segmentation Results, Precision, and Accuracy. Proceedings ICDAR99 International Conference on Document Analysis and Recognition , 1999
1998
  • D. Y. Lee, Andreas Dengel: Document Analysis and Learning. Document Analysis Systems II, 1998
  • Frank Dubiel, Andreas Dengel: FormClas - OCR-Free Classification of Forms. Document Analysis Systems II, 1998
  • Andreas Dengel: Brockhaus: Die Enzyklopädie (verschiedene Beiträge). Brockhaus: Die Enzyklopädie, 1998
  • Thomas Kieninger, Andreas Dengel: A Paper-to-HTML Table Converting System. Proceedings DAS98 IAPR International Workshop on Document Analysis Systems , 1998
  • K. Kise, M. Iwata, Andreas Dengel, K. Matsumoto: A Computational Geometric Approach to Text-Line Extraction from Binary Document Images. Proceedings DAS98 IAPR International Workshop on Document Analysis Systems , 1998
  • M. Thulke, Andreas Dengel: A General Approach to Quality Evaluation of Document Segmentation Results. Proceedings DAS98 IAPR International Workshop on Document Analysis Systems , 1998
  • Thomas Kieninger, Andreas Dengel: Table Recognition and Labeling Using Intrinsic Layout Features. Proceedings ICAPR International Conference in Advances in Pattern Recognition , 1998
1997
  • Andreas Dengel: Wissensbasierte Dokumentanalyse. Alcatel SEL Stiftung für Kommunikationsforschung, 1997
  • Andreas Dengel, H. Schröter: Modernisierung der Arbeit - Rahmen für Technik, Organisation und Kompetenz. Talheimer Verlag, 1997
  • Andreas Dengel: Die Rolle von Papierdokumenten und deren Verarbeitung im Informationszeitalter. Modernisierung der Arbeit - Rahmen für Technik, Organisation und Kompetenz, 1997
  • Andreas Dengel, Rainer Hoch, Frank Hönes, Michael Malburg, Achim Weigel: Techniques for Improving OCR Results. Handbook on Character Recognition and Document Image Analysis, 1997
  • Andreas Dengel, H. Meyer: The Specialist Board - Ansätze zur Verarbeitung multimedialer Information. IPK-Workshop Bildauswertung für Handel, Banken und Behörden IPK-Workshops, 1997
  • Andreas Dengel: Bridging the Media Gap from the Gutenberg: World to Electronic Document Management Systems. Proceedings IEEE IEEE International Conference on Systems, Man and Cybernetics, 1997
  • Markus Ebbecke, Majdi Ben Hadj Ali, Andreas Dengel: Real time object detection, tracking and classification inmonocular image sequences of road traffic scenes. Proceedings of the International Conference on Image Processing IEEE International Conference on Image Processing , 1997
  • Stephan Baumann, Majdi Ben Hadj Ali, Andreas Dengel, Thorsten Jäger, Michael Malburg, Achim Weigel, Claudia Wenzel: Message Extraction from Printed Documents: A Complete Solution. Proceedings of the 4th International Conference on Document Analysis and Recognition International Conference on Document Analysis and Recognition , 1997
  • Matthias Kaiser, Andreas Dengel: Office_ask : A Natural Language Interface to Structured Data Archives. Proceedings 10th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems , 1997
  • Andreas Dengel, Frank Dubiel: Representation and Recognition of Layout Features in Form Classification Problems. Proceedings of the Workshop on Document Image Analysis Workshop on Document Image Analysis , 1997
  • Andreas Dengel, Frank Dubiel: Selecting Distinctive Attributes for Concept Learning. Proceedings of the First International Conference on Knowledge-Based Intelligent Electronic Systems International Conference on Knowledge-Based and Intelligent Information & Engineering Systems , 1997
  • Andreas Dengel: Künstliche Intelligenz: Ein besonderes Institut in Kaiserslautern. 1997
1996
  • Andreas Dengel, Frank Dubiel: Computer Understanding of Document Structure. International Journal of Imaging Systems and Technology (IJIST), 1996
  • Andreas Dengel, Thomas Kieninger, N. Kuhn: PASCAL 2000 - Ein prototypisches Projekt zur Integration blinder Menschen in die Büroarbeit. Handbuch: Integration und Ausgrenzung, 1996
  • Andreas Dengel, Knut Hinkelmann: The SPECIALIST BOARD - A Technology Workbench for Document Analysis and Understanding. Proceedings of the 2nd World Conference on Integrated Design and Process Technology Conference on Integrated Design and Process Technology , 1996
  • Andreas Dengel, Frank Dubiel: Concept Formation from a Set of Uncertain Objects. Proceedings of the IX. International Symposium on Artificial Intelligence International Symposium on Artificial Intelligence , 1996
  • Frank Dubiel, Andreas Dengel: FormClas - OCR-Free Classification of Forms. Proceedings of the International Association for Pattern Recognition Workshop International Conference on Pattern Recognition , 1996
1995
  • Andreas Dengel: Syntactic Analysis and Representation of Spatial Structures by Puzzle¬trees. International Journal on Pattern Recognition and Artificial Intelligence (IJPRAI), 1995
  • Andreas Dengel, Rainer Hoch, Michael Malburg: OfficeMAID - Ein System zur Analyse, Interpretation und Verteilung von gedruckter Geschäftspost. KI - Künstliche Intelligenz, German Journal on Artificial Intelligence - Organ des Fachbereiches "Künstliche Intelligenz" der Gesellschaft für Informatik e.V. (KI), 1995
  • Lawrence Spitz, Andreas Dengel: Document Analysis Systems. World Scientific Publishing Co. Inc., 1995
  • Andreas Dengel, B. B. Jean: Report of the Possibilities for International Collaboration Working Group. Document Analysis Systems, 1995
  • Andreas Dengel, Rainer Bleisinger, Rainer Hoch, Frank Hönes, Michael Malburg, Frank Fein: OfficeMAID - A System for Automatic Mail Analysis, Interpretation and Delivery. Document Analysis Systems, 1995
  • Lars Wiedenhöfer, Hans-Günther Hein, Andreas Dengel: Post-Processing of OCR Results for Automatic Indexing. Proceedings ICDAR'95 International Conference on Document Analysis and Recognition , 1995
  • Andreas Dengel, Frank Dubiel: Clustering and Classification of Document Structure - A Machine Learning Approach. Proceedings of the Third International Conference on Document Analysis and Recognition International Conference on Document Analysis and Recognition , 1995
  • Thorsten Jäger, Frank Hönes, Andreas Dengel: An Adaptive Metaclassifier for Word Recognition Based on Multiple Independent Classifiers. Proceedings of the 4th Annual Symposium on Document Analysis and Information Retrieval Annual Symposium on Document Analysis and Information Retrieval , 1995
  • Andreas Dengel, Frank Dubiel, I. John: Learning Discriminating Features for Document Understanding. 1995
  • Andreas Dengel, D. Ruland, Wolfgang Wahlster: Mit Spitzenforschungs auf Erfolgskurs. 1995
1994
  • Andreas Dengel, Larry Spitz (Eds.): Proceedings of DAS'94 IAPR International Workshop on Document Analysis Systems (DAS-94), October 18-20, Kaiserslautern, Germany. International Association for Pattern Recognition, 1994
  • Andreas Dengel: Künstliche Intelligenz. Meyer's Forum, B.I.-Wissenschaftsverlag, F.A. Brockhaus, 1994
  • Andreas Dengel, Rainer Hoch, Hans-Günther Hein: ALV: Lesende Systeme für die Unterstützung von Bürovorgängen. Statusseminar des BMFT "Künstliche Intelligenz" Statusseminar des BMFT, April 27-28, Berlin, Germany, 1994
  • Andreas Dengel, Rainer Bleisinger, Rainer Hoch, Frank Hönes, Michael Malburg, Frank Fein: OfficeMAID - A System for Automatic Mail Analysis, Interpretation and Delivery. Proceedings of DAS'94 IAPR International Workshop on Document Analysis Systems , 1994
  • Andreas Dengel: About the Logical Partitioning of Document Images. Proceedings of SDAIR'94 Annual Symposium on Document Analysis and Information Retrieval , 1994
1993
  • Ottmar Luzy, Andreas Dengel: A Comparison of Simulators for Artificial Neural Nets. IEEE Expert, 1993
  • Andreas Dengel: The Role of Document Analysis and Understanding in Multi-Media Information Systems. Proceedings of ICDAR'93 International Conference on Document Analysis and Recognition , 1993
  • Andreas Dengel: Initial Learning of Document Structure. Proceedings ICDAR'93 International Conference on Document Analysis and Recognition , 1993
  • Michael Malburg, Andreas Dengel: Address Verification in Structured Documents for Automatic Mail Delivery. Proceedings JetPoste93 European Meeting on Postal Technologies , 1993
  • Ingolf Karls, Gerd Maderlechner, Volkmar Pflug, Stephan Baumann, Achim Weigel, Andreas Dengel: Segmentation and Recognition of Cursive Handwriting with Improved Structured Lexica. Proceedings 3rd International Workshop on Frontiers in Handwriting Recognition International Workshop on Frontiers in Handwriting Recognition , 1993
  • Rainer Hoch, Andreas Dengel: INFOCLAS - Classifying the Message in Printed Business Letters. Proceedings of the 2nd Annual Symposium on Document Analysis and Information Retrieval Annual Symposium on Document Analysis and Information Retrieval , 1993
  • Andreas Dengel, Rainer Hoch: Intelligent Interfaces between Paper and Computer. Proceedings of the International Symposium on Intelligent Workstations for Professionals International Symposium on Intelligent Workstations for Professionals, March 23, München, Germany, 1993
  • Stephan Baumann, Andreas Dengel: Transforming Printed Piano Music into MIDI. Advances in Structural and Syntactic Pattern Recognition. Proceedings of the International Workshop International Workshop on Structural and Syntactic Pattern Recognition , 1993
  • Rainer Hoch, Andreas Dengel: Document Highlighting - Message Classification in Printed Business Letters. 1993
  • Andreas Dengel, Ottmar Lutzy: Comparative Study of Connectionist Simulators. 1993
1992
  • Andreas Dengel, Rainer Bleisinger, Rainer Hoch, Frank Fein, Frank Hönes: From Paper to Office Document Standard Representation. IEEE Computer, 1992
  • Andreas Dengel: ANASTASIL: A System for Low-Level and High-Level Geometric Analysis of Printed Documents. Structured Document Image Analysis, 1992
  • J. Kanai, Andreas Dengel: Document Analysis. Structured Document Image Analysis, 1992
  • Andreas Dengel: Stepping from Automatic Spelling towards Automatic Reading. Proceedings 17th International Summer School on Information Technologies and Programming International Summer School on Information Technologies and Programming, 17th, June 28 - July 5, Sofia, Bulgaria, 1992
  • Andreas Dengel, A. Pleyer, Rainer Hoch: Fragmentary String Matching by Selective Access to Hybrid Tries. Proceedings of 11th International Conference on Pattern Recognition International Conference on Pattern Recognition , 1992
  • T. Bayer, E. Mandler, Frank Hönes, Andreas Dengel: Aspects of Knowledge Based Document Analysis. Proceedings of the First Symposium on Document Analysis and Information Retrieval Annual Symposium on Document Analysis and Information Retrieval , 1992
  • Andreas Dengel, Rainer Bleisinger, Rainer Hoch, Frank Hönes, Frank Fein, Michael Malburg: Pi ODA: The Paper Interface to ODA. 1992
  • Rainer Bleisinger, Rainer Hoch, Andreas Dengel: ODA-Based Modeling for Document Analysis. 1992
1991
  • Andreas Dengel: Wirklichkeiten und Wunschdenken: Menschliche Wahrnehmung und maschinelles Sehen. Themen aus der Wissenschaft, 1991
  • Andreas Dengel: An Approach for Self-Adapting Structuring of Space Using Puzzletree-Encoding. Proceedings of the 4th International Symposium on Artificial Intelligence International Symposium on Artificial Intelligence , 1991
  • N.M. Mattos, Andreas Dengel: The Role of Abstraction Concepts and Their Built-In Reasoning in Document Representation and Structuring. Proceedings ISAI International Symposium on Artificial Intelligence , 1991
  • Andreas Dengel: Object-Oriented Representation of Image Space by Puzzletrees. Proceedings of the 6th International Conference on Visual Communication and Image Processing Visual Communications and Image Processing , 1991
  • Frank Hönes, E.-G. Haffner, Frank Fein, Andreas Dengel: A Hybrid Approach for Document Image Segmentation and Encoding. Proceedings of The International Conference on Document Analysis and Recognition International Conference on Document Analysis and Recognition , 1991
  • Frank Hönes, Rainer Bleisinger, Andreas Dengel: Intelligent Word-based Text Recognition. Proceedings of OE'90 High-Speed Inspection Architectures, Barcoding, and Character Recognition, September 3, Boston,, MA, USA, 1991
  • Andreas Dengel: Self Adapting Structuring and Representation of Space. 1991
  • Andreas Dengel, N. M. Mattos: The Use of Abstraction Concepts for Representing and Structuring Documents. 1991
  • Jay Weber, Andreas Dengel, Rainer Bleisinger: Theoretical Consideration of Goal Recognition Aspects for Understanding Information in Business Letters. 1991
  • T. Bayer, Andreas Dengel: International Workshop on Syntactic & Structural Pattern Recognition. KI - Künstliche Intelligenz, German Journal on Artificial Intelligence - Organ des Fachbereiches "Künstliche Intelligenz" der Gesellschaft für Informatik e.V. (KI), 1991
  • Andreas Dengel: Der Computer lernt "Lesen". , Universität Kaiserslautern , 1991
1990
  • G. Barth, Andreas Dengel: Künstliche Intelligenz. Bild der Wissenschaft, 1990
  • Frank Hönes, Andreas Dengel: Ein kontext-restriktiver Ansatz zur Texterkennung. Mustererkennung 1990 - Proceedings of the 12. DAGM-Symposium Annual Symposium of the German Association for Pattern Recognition , 1990
  • Andreas Dengel: Document Image Analysis: Expectation-Driven Text Recognition. Proceedings SSPR90 International Workshop on Structural and Syntactic Pattern Recognition , 1990
  • N. M. Mattos, B. Mitschang, Andreas Dengel, Rainer Bleisinger: An Approach to integrated Office Document Processing and Management. Proceedings of the ACM SIGOIS and IEEE CS TC-OA conference on Office Information Systems International Conference on Office Automation Systems , 1990
  • Andreas Dengel, N. M. Mattos, B. Mitschang: An Integrated Document Management System. Proceedings SPIE/IEEE - Applications of Artificial Intelligence VIII IEEE - Applications of Artificial Intelligence, VIII, April 16, Orlando,, FL, USA, 1990
  • Andreas Dengel: A Step Towards Understanding Paper Documents. 1990
  • Andreas Dengel, N. M. Mattos: Integration of Document Representation, Processing and Management. 1990
  • Rainer Bleisinger, Andreas Dengel, Frank Hönes: Softwaresysteme zur interaktiven Wissensverwaltung. 1990
1989
  • Andreas Dengel: Automatische Visuelle Klassifikation von Dokumenten. 1989
  • Andreas Dengel, E. Schweizer: Rotationswinkelbestimmung in abgetasteten Dokumentbildern. Mustererkennung 1989 - Proceedings 11. DAGM-Symposium Annual Symposium of the German Association for Pattern Recognition , 1989
  • Andreas Dengel, G. Barth: ANASTASIL: Hybrid Knowledge-based System for Document Image Analysis. Proceedings IJCAI-89 International Joint Conference on Artificial Intelligence , 1989
  • Andreas Dengel: Automatic Visual Classification of Printed Documents. Proceedings of the MIV-89 International Workshop on Industrial Applications of Machine Intelligence and Vision , 1989
  • Andreas Dengel: A Cut-based Procedure for Document-Layout Modelling and Automatic Document Analysis. Proceedings of the SPIE/IEEE Applications of Artificial Intelligence VII IEEE - Applications of Artificial Intelligence, VII, March 28-30, Orlando,, FL, USA, 1989
  • Andreas Dengel: DFKI - Möglichkeiten und Chancen. 1989
1988
  • Andreas Dengel, G. Barth: High Level Document Analysis Guided by Geometric Aspects. International Journal on Pattern Recognition and Artificial Intelligence (IJPRAI), 1988
  • A. Luhn, Andreas Dengel: Modellgestützte Segmentierung und Hypothesengenerierung für die Analyse von Papierdokumenten. Mustererkennung 1988 - Proceedings 10. DAGM-Symposium Annual Symposium of the German Association for Pattern Recognition , 1988
  • Andreas Dengel, G. Barth: Document Description and Analysis by Cuts. Proceedings RIAO'88: User-Oriented Content-Based Text and Image Handling International Conference on Computer-Assisted Information Retrieval , 1988
  • Andreas Dengel: Visuelle Erfassung und wissensbasierte Interpretation von Dokumentstrukturen. 1988
1987
  • Andreas Dengel, A. Luhn, B. Ueberreiter: Model Based Segmentation and Hypothesis Generation for the Recognition of Printed Documents. Proceedings of the SPIE-87: Real-Time Image Processing: Concepts and Technologies SPIE Conference on Visualization and Data Analysis, November 17, Cannes, France, 1987
  • Andreas Dengel, G. Barth, A. Luhn, B. Ueberreiter: Ein Ansatz zur Modellierung und Analyse von Dokumenten durch ein Zerschneidungsverfahren für das Layout. Proceedings 17. GI-Jahrestagung Computerintegrierter Arbeitsplatz im Büro GI-Fachtagungen, 1987
  • Andreas Dengel, A. Luhn, B. Ueberreiter: Data and Model Representation and Hypothesis Generation in Document Recognition. Proceedings of the 5th SCIA Scandinavian Conference on Image Analysis , 1987
  • Shoaib Ahmed Siddiqui, Soumen Pramanik, Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed: Analyzing the Potential of Layout Analysis Systems for the Task of Shopping Receipts Analysis on ReceiptDB Dataset.

Videos

2020


2019


  • Lernen mit den Besten - Seminar Künstliche Intelligenz, ZEIT Akademie 2019 [video] (deutsch)
  • Global Forum on AI for Humanity (GFAIH), 2019 [video] (englisch)
  • Besuch Bundesminster für Arbeit und Soziales Hubertus Heil - DFKI Kaiserslautern 2019 [video] (deutsch)
  • AI: Between Reality and Science Fiction - Interview auf dem BigData.Ai Summit des bitkom in Berlin, 11.04.2019 [video] (englisch)
  • Artificial Intelligence: Between Science and Fiction Keynote auf dem BigData.Ai Summit des bitkom Berlin, 10.04.2019 [video] (englisch)

2018


  • Besuch der Bundesforschungsministerin Anja Karliczek - DFKI Kaiserslautern 2018 [video] (deutsch)
  • NVIDIA GTC Europe 2018 [video] (englisch)
  • Unternehmen müssen Ihre Datenhochheit nutzen - Interview bei diconium 2018 [video] (deutsch)
  • Augmenting the Human Mind by Artificial Intelligence - tech2D - Technology Forum for Sustainable Development - Keynote auf dem GIZ tech2D Forum in Frankfurt (Deutschland), 20./21 September 2018 [video] (englisch)

2017


  • Sehen ist Wissen - SSAB Tagung 2017 [video] (deutsch)
  • AKTIV Wirtschaftszeitung, 2017 [video] (deutsch)

2016


  • Anwendungsbereiche von Künstlicher Intelligenz - Interview bei Teachtoday - einer Initiative der Deutschen Telekom 2016 [video] (deutsch)

2014


  • KLgründet 2014 Gründungsförderer des Jahres Dengel [video] (deutsch)

Kontakt

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