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


Wissenschaftlicher Direktor, Standortleiter und Mitglieder DFKI-Unternehmensleitung
Lehrstuhl für Wissensbasierte Systeme (Fachbereich Informatik, TU Kaiserslautern)


Kurzbiographie

Andreas Dengel ist Standortleiter am Deutschen Forschungszentrum für Künstliche Intelligenz (DFKI) in Kaiserslautern, wissenschaftlicher Direktor des Forschungsbereichs Smart Data & Knowledge Services am DFKI und Mitglied des Executive Boards. Seit 1993 ist er Professor am Fachbereich Informatik der Universität Kaiserslautern. Seit 2009 hat er außerdem eine Professur (kiyakuin) an am Fachbereich für Informatik und Intelligente Systeme an der Graduate School of Engineering der Osaka Prefecture University. Andreas hat zahlreiche internationale Konferenzen geleitet, ist im Editorial Board internationaler Zeitschriften und Buchreihen. Er hat 13 Bücher geschrieben oder herausgegeben und ist Autor von mehr als 420 wissenschaftlichen Publikationen, von denen einige mit dem Best-Paper Award ausgezeichnet wurden. Er betreute mehr als 450 Doktor-, Master- und Bachelorarbeiten.
Darüber hinaus ist er Gründer, Initiator und Mentor vieler erfolgreicher Start-up-Unternehmen, von denen zwei mit dem "Pioneer Spirit Award" sowie dem "Cebit Innovation Award" ausgezeichnet wurden. Für seine Beiträge wurde er mit dem Preis "Gründungsförderer des Jahres" geehrt. Darüber hinaus ist Andreas 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 Andreas unter anderem eine der renommiertesten persönlichen wissenschaftlichen Auszeichnungen in Deutschland, den Alcatel/SEL Award on Technical Communication und wurde zum "Distinguished Honorary Professor" (tokubetu eiyo kyoju) an der Osaka Prefecture University ernannt, eine Auszeichnung, die nur fünf Forscher innerhalb von 135 Jahren erhielten. Ferner ist er Gründer und Leiter des Deep Learning Competence Center am DFKI, das von NVIDIA 2016 über das NVAIL Excellence Program als einziges in Deutschland (eines von acht weltweit) ausgezeichnet wurde. Seine Forschungsschwerpunkte liegen in den Bereichen Maschinelles Lernen, Mustererkennung, Immersives Quantifiziertes Lernen, Data Mining und Semantische Technologien.

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

  • 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

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

  • 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. 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. 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 Novik, Sven Schwarz, Heiko Maus, Andreas Dengel: Inflection-Tolerant Ontology-Based Named Entity Recognition for Real-Time Applications. 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. 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. 2019
  • Veeru Dumpala, Sheela Raju Kurupathi, Syed Saqib Bukhari, Andreas Dengel: Removal of Historical Document Degradations Using Conditional GANs. 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. 2019
  • Mohammad Mohsin Reza, Md. Ajraf Rakib, Syed Saqib Bukhari, Andreas Dengel: A Robust Page Frame Detection Method for Complex Historical Document Images. 2019
  • Benjamin Bischke, Patrick Helber, Joachim Folz, Damian Borth, Andreas Dengel: Multi-task learning for segmentation of building footprints with neural networks. 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
  • Tushar Karayil, Philipp Blandfort, Jörn Hees, Andreas Dengel: The Focus-Aspect-Value Model for Explainable Prediction of Subjective Visual Interpretation. 2019
  • Brian Moser, Federico Raue, Jörn Hees, Andreas Dengel: Comparison between U-Net and U-ReNet models in OCR tasks. 2019
  • Fatemeh Azimi, Federico Raue, Jörn Hees, Andreas Dengel: A Reinforcement Learning Approach for Sequential Spatial Transformer Networks. 2019
  • Tushar Karayil, Federico Raue, Jörn Hees, Dengel: Conditional GANs for Image Captioning with Sentiments. 2019
  • : DeepEX: Bridging the Gap Between Knowledge and Data Driven Techniques for Time Series Forecasting International Conference on Artificial Neural Networks (ICANN-2019), September 17-19, Munich, Germany. 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. 2019
  • Benjamin Bischke, Patrick Helber, Jörn Hees, Andreas Dengel: Location-Specific Embedding Learning for the Semantic Segmentation of Building Footprints on a global scale. 2019
  • Patrick Helber, Benjamin Bischke, Jörn Hees, Andreas Dengel: Multi-Scale Machine Learning for the Classification of Building Property Values. 2019
  • Patrick Helber, Benjamin Bischke, Jörn Hees, Andreas Dengel: Towards a Sentinel-2 Based Human Settlement Layer. 2019
  • Milos Kravcik, Carsten Ullrich, Christoph Igel: The Potential of the Internet of Things for Supporting Learning and Training in the Digital Age. 2018
  • Martin Jenckel, Sourabh Sarvotham Parkala, Syed Saqib Bukhari, Andreas Dengel: Impact of Training LSTM-RNN with Fuzzy Ground Truth. 2018
  • Syed Tahseen Raza Rizvi, Dominique Mercier, Stefan Agne, Steffen Erkel, Andreas Dengel, Sheraz Ahmed: Ontology-based Information Extraction from Technical Documents. 2018
  • Dominique Mercier, Akansha Bhardwaj, Andreas Dengel, Sheraz Ahmed: SentiCite - An Approach for Publication Sentiment Analysis. 2018
  • Johannes Bayer, Syed Saqib Bukhari, Andreas Dengel: Interactive LSTM-Based Design Support in a Sketching Tool for the Architectural Domain. 2018
  • Marco Stricker, Syed Saqib Bukhari, Damian Borth, Andreas Dengel: Saliency Based Adjective Noun Pair Detection System. 2018
  • Mohsin Munir, Sebastian Baumbach, Ying Gu, Andreas Dengel, Sheraz Ahmed: Data Analytics: Industrial Perspective & Solutions for Streaming Data. 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. 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. 2018
  • Sebastian Palacio, Joachim Folz, Jörn Hees, Federico Raue, Damian Borth, Andreas Dengel: What do Deep Networks Like to See?. 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. 2018
  • Sebastian Baumbach, Nikita Sharma, Sheraz Ahmed, Andreas Dengel: Analyzing Spatio-Temporal Effects of Social-Economic Factors on Crime. 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. 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
  • 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. 2018
  • Markus Schröder, Christian Jilek, Andreas Dengel: Deep Linking Desktop Resources. 2018
  • 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. 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. 2018
  • Benjamin Bischke, Patrick Helber, Damian Borth, Andreas Dengel: Segmentation of Imbalanced Classes in Satellite Imagery Using Adaptive Uncertainty Weighted Class Loss. 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. 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. 2018
  • Soumy Jacob, Shoya Ishimaru, Syed Saqib Bukhari, Andreas Dengel: Gaze-based Interest Detection on Newspaper Articles. 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. 2018
  • Cannannore Nidhi Narayana Kamath, Syed Saqib Bukhari, Andreas Dengel: Comparative Study between Traditional Machine Learning and Deep Learning Approaches for Text Classification. 2018
  • Kareem Mokhtar, Syed Saqib Bukhari, Andreas Dengel: OCR Error Correction: State-of-the-art vs An NMT Based Approach. 2018
  • Srie Raam Mohan, Syed Saqib Bukhari, Andreas Dengel: Layout Error Correction using Deep Neural Networks. 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. 2018
  • Martin Jenckel, Syed Saqib Bukhari, Andreas Dengel: Transcription Free LSTM OCR Model Evaluation. 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. 2018
  • Soumy Jacob, Shoya Ishimaru, Andreas Dengel: Interest Detection while Reading Newspaper Articles by Utilizing a Physiological Sensing Wristband. 2018
  • Dayananda Herurkar, Shoya Ishimaru, Andreas Dengel: Combining Software-Based Eye Tracking and a Wide-Angle Lens for Sneaking Detection. 2018
  • Kareem Amin, George Lancaster, Stelios Kapetanakis, Klaus-Dieter Althoff, Andreas Dengel, Miltos Petridis: Case-based Reasoning in Natural Language Processing: Word2vec VS fastText. 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. 2018
  • Benjamin Bischke, Patrick Helber, Andreas Dengel: Global-Local Feature Fusion for Image Classification of Flood Affected Roads from Social Multimedia. 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. 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. 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. 2018
  • Syed Saqib Bukhari, Ashutosh Gupta, Anil Kumar Tiwari, Andreas Dengel: High Performance Layout Analysis of Medieval European Document Images. 2018
  • Sven Hertling, Markus Schröder, Christian Jilek, Andreas Dengel: Where is that Button again ?! - Towards a Universal GUI Search Engine. 2017
  • Sebastian Baumbach, Andreas Dengel: Measuring the Performance of Push-ups - Qualitative Sport Activity Recognition. 2017
  • Philipp Blandfort, Tushar Karayil, Damian Borth, Andreas Dengel: Image Captioning in the Wild: How People Caption Images on Flickr. 2017
  • Federico Raue, Sebastian Palacio, Andreas Dengel, Marcus Liwicki: Classless Association using Neural Networks. 2017
  • Benjamin Bischke, Patrick Helber, Christian Schulze, Venkat Srinivasan, Damian Borth, Andreas Dengel: The Multimedia Satellite Task at MediaEval 2017. 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. 2017
  • Markus Schröder, Christian Jilek, Jörn Hees, Sven Hertling, Andreas Dengel: RDF Spreadsheet Editor: Get (G)rid of Your RDF Data Entry Problems. 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?. 2017
  • Jörn Hees, Rouven Bauer, Joachim Folz, Damian Borth, Andreas Dengel: Predicting Human Associations with Graph Patterns Learned from Linked Data. 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. 2017
  • Martin Jenckel, Syed Saqib Bukhari, Andreas Dengel: Training LSTM-RNN with Imperfect Transcription. 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. 2017
  • Mohsin Munir, Steffen Erkel, Andreas Dengel, Sheraz Ahmed: Pattern-Based Contextual Anomaly Detection in HVAC Systems. 2017
  • Syed Saqin Bukhari, Ahmad Kadi, Fahim Mir, Andreas Dengel: anyOCR: An Open-Source OCR System for Historical Archives. 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. 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. 2017
  • Akansha Bhardwaj, Dominique Mercier, Hisham Hashmi, Sheraz Ahmed, Andreas Dengel: Academic Community Explorer (ACE) for Syntactic, Semantic and Pragmatic Document Analysis. 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
  • Sebastian Schreiber, Sheraz Ahmed, Stefan Agne, Ivo Wolf, Andreas Dengel: DeepDeSRT: Deep Learning for Detection and Structure Recognition of Tables in Document Images. 2017
  • Ayushman Dash, Amit Sahu, Rajveer Shringi, John Gamboa, Muhammad Zeshan Afzal, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed: AirScript - Creating Documents in Air. 2017
  • Akansha Bhardwaj, Dominik Mercier, Andreas Dengel, Sheraz Ahmed: DeepBIBX: Deep Learning for Image Based Bibliographic Data Extraction. 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. 2017
  • Shoya Ishimaru, Andreas Dengel: ARFLED: Ability Recognition Framework for Learning and Education. 2017
  • Koichi Kise, Olivier Augereau, Yuzuko Utsumi, Masakazu Iwamura, Kai Kunze, Shoya Ishimaru, Andreas Dengel: Quantified Reading and Learning for Sharing Experiences. 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. 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. 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. 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 Christoph 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. 2017
  • Johannes Bayer, Syed Saqib Bukhari, Andreas Dengel: Floor Plan Generation and Auto Completion Based on Recurrent Neural Networks. 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. 2017
  • Jochen Kuhn, Shoya Ishimaru, Syed Saqib Bukhari, Carina Heisel, Nicolas Christoph Großmann, Andreas Dengel: HyperMind, das antizipierende Schulbuch – Ein Beitrag zur Unterrichtsentwicklung. 2017
  • 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. 2016
  • Hassan Issa, Amir Guirguis, Shary Beshara, Stefan Agne, Andreas Dengel: Preference Based Filtering and Recommendations for Running Routes. 2016
  • Bishoy Sefen, Sebastian Baumbach, Andreas Dengel, Slim Abdennadher: Human Activity Recognition Using Sensor Data of Smartphones and Smartwatches. 2016
  • Hassan Issa, Ludger van Elst, Andreas Dengel: Using Smartphones for Prototyping Semantic Sensor Analysis Systems. 2016
  • Jörn Hees, Rouven Bauer, Joachim Folz, Damian Borth, Andreas Dengel: Edinburgh Associative Thesaurus as RDF and DBpedia Mapping. 2016
  • Sven Hertling, Markus Schröder, Christian Jilek, Andreas Dengel: Top-k Shortest Paths in Directed Labeled Multigraphs. 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. 2016
  • Adnan Ul-Hasan, Syed Saqib Bukhari, Andreas Dengel: OCRoRACT: A Sequence Learning OCR System Trained on Isolated Characters. 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. 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. 2016
  • Martin Jenckel, Syed Saqib Bukhari, Andreas Dengel: Clustering Benchmark for Characters in Historical Documents. 2016
  • Christian Jilek, Sven Schwarz, Heiko Maus, Andreas Dengel: Managed Forgetting, Data Condensation & Preservation in Application. 2016
  • Bahaa Eldesouky, Menna Bakry, Heiko Maus, Andreas Dengel: Seed, an End-user Text Composition Tool for the Semantic Web. 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. 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. 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. 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. 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. 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. 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. 2016
  • Benjamin Bischke, Damian Borth, Christian Schulze, Andreas Dengel: Contextual Enrichment of Remote-Sensed Events with Social Media Streams. 2016
  • Tushar Karayil, Philipp Blandfort, Damian Borth, Andreas Dengel: Generating Affective Captions using Concept And Syntax Transition Networks. 2016
  • Jörn Hees, Rouven Bauer, Joachim Folz, Damian Borth, Andreas Dengel: An Evolutionary Algorithm to Learn SPARQL Queries for Source-Target-Pairs. 2016
  • Martin Jenckel, Syed Saqib Bukhari, Andreas Dengel: Anyocr: A Sequence Learning Based OCR System for Unlabeled Historical Documents. 2016
  • Riaz Ahmad, M. Zeshan Afzal, S. Faisal Rashid, Marcus Liwicki, Thomas Breuel, Andreas Dengel: KPTI: Katib’s Pashto Text Imagebase and DeepLearning Benchmark. 2016
  • Shoya Ishimaru, Tilman Dingler, Kai Kunze, Koichi Kise, Andreas Dengel: Reading Interventions - Tracking Reading State and Designing Interventions. 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. 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. 2016
  • Sabine Hoffmann, Helga Tauscher, Andreas Dengel, Shoya Ishimaru, Sheraz Ahmed, Jochen Kuhn, Carina Heisel, Yutaka Arakawa: Sensing thermal stress at office workplaces. 2016
  • Federico Raue, Marcus Liwicki, Andreas Dengel: Symbolic Association Learning inspired by the Symbol Grounding Problem. 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. 2016
  • Hassan Issa, Alaa Shafaee, Stefan Agne, Stephan Baumann, Andreas Dengel: User-Sentiment Based Evaluation for Market Fitness Trackers. 2015
  • Christian Jilek, Heiko Maus, Sven Schwarz, Andreas Dengel: Diary Generation from Personal Information Models to Support Contextual Remembering and Reminiscence. 2015
  • Bahaa Eldesouky, Menna Bakry, Heiko Maus, Andreas Dengel: Supporting Early Contextualization of Textual Content in Digital Documents on the Web. 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. 2015
  • Bahaa Eldesouky, Heiko Maus, Sven Schwarz, Andreas Dengel: Seed, a Natural Language Interface to Knowledge Bases. 2015
  • Joachim Folz, Christian Schulze, Damian Borth, Andreas Dengel: Aesthetic Photo Enhancement using Machine Learning and Case-Based Reasoning. 2015
  • Sebastian Kalkowski, Damian Borth, Christian Schulze, Andreas Dengel: Real-time Analysis and Visualization of the YFCC100m Dataset. 2015
  • Mustafa Al Shdaifat, Syed Saqib Bukhari, Takumi Toyama, Andreas Dengel: Robust Object Recognition in Wearable Eye Tracking System. 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. 2015
  • Riaz Ahmad, Muhammad Zeshan Afzal, Sheikh Faisal Rashid, Marcus Liwicki, Andreas Dengel, Thomas Breuel: Recognizable Units in Pashto Language for OCR. 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. 2015
  • Seyyed Saleh Mozaffari Chanijani, Syed Saqib Bukhari, Andreas Dengel: Analysis of text layout quality using wearable eye trackers. 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. 2015
  • Syed Saqib Bukhari, Andreas Dengel: Visual Appearance based Document ClassificationMethods: Performance Evaluation and Benchmarking. 2015
  • 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. 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. 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. 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. 2014
  • Björn Forcher, Sahar Javadi, Christian Reuschling, Stephan Baumann, Andreas Dengel: Justifying Results of the Music Recommender System HORST. 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. 2014
  • Max Feltes, Sheraz Ahmed, Andreas Dengel, Marcus Liwicki: Improved Contour-Based Corner Detection for Architectural Floor Plans. 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. 2014
  • : Readings on Artificial Intelligence Applications - Proceedings of the Bachelor Seminar "Artificial Intelligence" 2014. 2014
  • Matthias Reif, Annika Leveringhaus, Faisal Shafait, Andreas Dengel: Predicting Classifier Combinations. 2013
  • Heiko Maus, Sven Schwarz, Andreas Dengel: Weaving Personal Knowledge Spaces into Office Applications. 2013
  • Jörn Hees, Mohamed Khamis, Ralf Biedert, Slim Abdennadher, Andreas Dengel: Collecting Links between Entities Ranked by Human Association Strengths. 2013
  • Kristin Stamm, Andreas Dengel: Enhancing Attentive Task Search with Information Gain Trees and Failure Detection Strategies. 2013
  • Christopher Tim Althoff, Damian Borth, Jörn Hees, Andreas Dengel: Analysis and Forecasting of Trending Topics in Online Media Streams. 2013
  • Johann Gebhardt, Markus Goldstein, Faisal Shafait, Andreas Dengel: Document Authentication using Printing Technique Features and Unsupervised Anomaly Detection. 2013
  • Takumi Toyama, Wakana Suzuki, Andreas Dengel, Koichi Kise: Wearable Reading Assist System: Augmented Reality Document Combining Document Retrieval and Eye Tracking. 2013
  • Salma Tayel, Matthias Reif, Andreas Dengel: Rule-based Complaint Detection using RapidMiner. 2013
  • Takumi Toyama, Wakana Suzuki, Andreas Dengel, Koichi Kise: User Attention Oriented Augmented Reality on Documents with Document Dependent Dynamic Overlay. 2013
  • Fernanda Pimenta, Darko Obradovic, Andreas Dengel: A Comparative Study of Social Media Prediction Potential in the 2012 U.S. Republican Presidential Preelections. 2013
  • Sheraz Ahmed, Faisal Shafait, Marcus Liwicki, Andreas Dengel: A Generic Method for Stamp Segmentation Using Part-Based Features. 2013
  • Muhammad Imran Malik, Sheraz Ahmed, Marcus Liwicki, Andreas Dengel: FREAK for Real Time Forensic Signature Verification. 2013
  • Sheraz Ahmed, Koichi Kise, Masakazu Iwamura, Marcus Liwicki, Andreas Dengel: Automatic Ground Truth Generation of Camera Captured Documents Using Document Image Retrieval. 2013
  • Sheraz Ahmed, Koichi Kise, Masakazu Iwamura, Marcus Liwicki, Andres Dengel: Automatic Word Ground Truth Generation for Camera Captured Documents. 2013
  • Yutaka Arakawa, T. Scheffler, Stephan Baumann, Andreas Dengel: Social Tourist Map -Discovering Popular Point of Interests for Tourism from Social Data-. 2013
  • Kristin Stamm, Marcus Liwicki, Andreas Dengel: Continuous Partial Order Planning for Multichannel Document Analysis: A Process-Driven Approach. 2013
  • Andreas Dengel, Ansgar Bernardi, Ludger van Elst: Wissensrepräsentation. 2012
  • Ludger van Elst: Ontologien und Ontologie-Abgleich in verteilten Informationssystemen. 2012
  • Asif Shahab, Faisal Shafait, Andreas Dengel, Seiichi Uchida: How Salient is Scene Text?. 2012
  • Takuya Kobayashi, Takumi Toyama, Faisal Shafait, Andreas Dengel, Masakazu Iwamura, Koichi Kise: Recognizing Words in Scenes with a Head-Mounted Eye-Tracker. 2012
  • Björn Forcher, Stefan Agne, Thomas Roth-Berghofer: Erklärungsfähigkeit semantischer Systeme. 2012
  • Björn Forcher, Stefan Agne, Andreas Dengel, Michael Gillmann, Thomas Roth-Berghofer: Towards understandable explanations for Document Analysis Systems. 2012
  • Kinga Schumacher, Björn Forcher, Thanh Tran: Semantische Suche. 2012
  • Takumi Toyama, Thomas Kieninger, Faisal Shafait, Andreas Dengel: Gaze Guided Object Recognition Using a Head-Mounted Eye Tracker. 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 . 2012
  • Sheraz Ahmed, Marcus Liwicki, Andreas Dengel: Extraction of Text Touching Graphics using SURF . 2012
  • Muhammad Imran Malik, Sheraz Ahmed, Andreas Dengel, Marcus Liwicki: A Signature Verification Framework for Digital Pen Applications. 2012
  • Sheraz Ahmed, Marcus Liwicki, Andreas Dengel: Extraction of Text Touching Graphics using SURF. 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++. 2012
  • Markus Goldstein, Andreas Dengel: Histogram-based Outlier Score (HBOS): A fast Unsupervised Anomaly Detection Algorithm. 2012
  • Matthias Reif, Faisal Shafait, Andreas Dengel: Dataset Generation for Meta-Learning. 2012
  • Matthias Reif, Faisal Shafait, Andreas Dengel: Meta²-Features: Providing Meta-Learners More Information. 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. 2012
  • Wolfgang Schlauch, Darko Obradovic, Andreas Dengel: Organizational Social Network Analysis – Case Study in a Research Facility. 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. 2012
  • 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), 2012
  • Gunnar Grimnes, Malte Kiesel, Ansgar Bernardi, Andreas Dengel: Semantic Technologies in Agricultural Communication - The iGreen Project. 2012
  • Marcus Liwicki, Markus Weber, Tobias Zimmermann, Andreas Dengel: Seamless Integration of Handwriting Recognition into Pen-Enabled Displays for Fast User Interaction. 2012
  • Marcus Liwicki, Markus Weber, Tobias Zimmermann, Andreas Dengel: Seamless Integration of Handwriting Recognition into Pen-Enabled Displays for Fast User Interaction . 2012
  • Sheraz Ahmed, Muhammad Imran Malik, Marcus Liwicki, Andreas Dengel: Signature segmentation from document images. 2012
  • Ralf Biedert, Jörn Hees, Andreas Dengel, Georg Buscher: A Robust Realtime Reading-Skimming Classifier. 2012
  • Kristin Stamm, Andreas Dengel: Searching Attentive Tasks with Document Analysis Evidences and Dempster-Shafer Theory. 2012
  • Kristin Stamm, Andreas Dengel: Attentive Tasks: Process-Driven Document Analysis for Multichannel Documents. 2012
  • Christopher Tim Althoff, Adrian Ulges, Andreas Dengel: Balanced Clustering for Content-based Image Browsing. 2011
  • Markus Weber, Marcus Liwicki, Andreas Dengel: Indexing with Well-Founded Total Order for Faster Subgraph Isomorphism Detection. 2011
  • Heiko Maus, Sven Schwarz, Jan Haas, Andreas Dengel: CONTASK: Context-Sensitive Task Assistance in the Semantic Desktop. 2011
  • Holger Kößling, Marcus Liwicki, Dominic Gorecky, Gerrit Meixner, Markus Weber, Andreas Dengel: Pen-Based Interaction Forms for Smarter Product Customization. 2011
  • Andreas Dengel, Benjamin Adrian: Helping People Remember: Coactive Assistance for Personal Information Management on a Semantic Desktop. 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. 2011
  • Asif Shahab, Faisal Shafait, Andreas Dengel: ICDAR 2011 Robust Reading Competition Challenge 2: Reading Text in Scene Images. 2011
  • Asif Shahab, Faisal Shafait, Andreas Dengel: Bayesian Approach to Photo Time-Stamp Recognition. 2011
  • Björn Forcher, Stefan Agne, Andreas Dengel, Thomas Roth-Berghofer: Justifying Semantic Search Results By Means Of Semantic Frequency Classes. 2011
  • Björn Forcher, Stefan Agne, Andreas Dengel, Michael Gillmann, Thomas Roth-Berghofer: Semantic Logging: Towards Explanation-Aware DAS. 2011
  • Rafael Schirru, Stephan Baumann, Christian Freye, Andreas Dengel: Towards Context-Sensitive Music Recommendations Using Multifaceted User Profiles. 2011
  • Christoph Langenhan, Markus Weber, Marcus Liwicki, Frank Petzold, Andreas Dengel: Sketch-based Methods for Researching Building Layouts through the Semantic Fingerprint of Architecture. 2011
  • Marcus Liwicki, Markus Weber, Andreas Dengel: Online Mode Detection for Pen-Enabled Multi-Touch Interfaces. 2011
  • Christoph Langenhan, Sebastian Haß, Markus Weber, Frank Petzold, Marcus Liwicki, Andreas Dengel: Investigating research strategies for accessing knowledge stored in semantic models. 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. 2011
  • Martin Klinkigt, Koichi Kise, Heiko Maus, Andreas Dengel: Semantic Retrieval of Images by Learning from Wikipedia. 2011
  • Benjamin Adrian, Sven Schwarz: Using Suffix Arrays for Efficiently Recognition of Named Entities in Large Scale. 2011
  • Sheraz Ahmed, Markus Weber, Marcus Liwicki, Andreas Dengel: Text/Graphics Segmentation in Architectural Floor Plans. 2011
  • Sheraz Ahmed, Marcus Liwicki, Markus Weber, Andreas Dengel: Improved Automatic Analysis of Architectural Floor Plans. 2011
  • Rafael Schirru, Stephan Baumann, Martin Memmel, Andreas Dengel: Topic-Based Recommendations for Enterprise 2.0 Resource Sharing Platforms. 2011
  • Markus Weber, Christoph Langenhan, Thomas Roth-Berghofer, Marcus Liwicki, Andreas Dengel, Frank Petzold: Fast Subgraph Isomorphism Detection for Graph-Based Retrieval. 2011
  • Oleg Rostanin, Passant El Agroudy: SWord: Semantic Annotations Revisited. 2011
  • Muhammad Imran Malik, Marcus Liwicki, Andreas Dengel: Evaluation of Local and Global Features for Offline Signature Verification. 2011
  • Sven Schwarz, Frank Marmann, Heiko Maus: Extracting Personal Concepts from Users' Emails to Initialize Their Personal Information Models. 2011
  • Matthias Reif, Faisal Shafait, Andreas Dengel: Prediction of Classifier Training Time Including Parameter Optimization. 2011
  • Darko Obradovic, Christoph Rueger, Andreas Dengel: Core/Periphery Structure versus Clustering in International Weblogs. 2011
  • Darko Obradovic, Fernanda Pimenta, Andreas Dengel: Mining Shared Social Media Links to Support Clustering of Blog Articles. 2011
  • Jörn Hees, Thomas Roth-Berghofer, Ralf Biedert, Benjamin Adrian, Andreas Dengel: BetterRelations: Using a Game to Rate Linked Data Triples. 2011
  • Andreas Dengel, Marcus Liwicki, Markus Weber: Touch & Write - Penabled Collaborative Intelligence. 2011
  • Marcus Liwicki, Sandra Thieme, Gerrit Kahl, Andreas Dengel: An Intelligent Shopping List - Combining Digital Paper with Product Ontologies. 2011
  • Marcus Liwicki, Sebastian Ebert, Andreas Dengel: From Handwriting Recognition to Ontologie-Based Information Extraction of Handwritten Notes. 2011
  • : Semantische Technologien: Grundlagen. Konzepte. Anwendungen.. 2011
  • Martin Klinkigt, Koichi Kise, Andreas Dengel: Generic and Specific Object Recognition for Semantic Retrieval of Images. 2011
  • Matthias Loskyll, Jochen Schlick, Stefan Hodek, Lisa Ollinger, Christian Maxeiner: Semantische Webservices zur Steuerung von Produktionsprozessen. 2011
  • Peter Stephan, Matthias Loskyll, Christian Stahl, Jochen Schlick: Optimierung von Instandhaltungsprozessen durch Semantische Technologien. 2011
  • Asif Shahab, Thomas Kieninger, Andreas Dengel: The Aware Toolbox for the Detection of Law Infringements on Web Pages. 2010
  • Ralf Biedert, Georg Buscher, Sven Schwarz, Manuel Möller, Andreas Dengel, Thomas Lottermann: The Text 2.0 Framework. 2010
  • Asif Shahab, Faisal Shafait, Thomas Kieninger, Andreas Dengel: An open approach towards the benchmarking of table structure recognition systems. 2010
  • Christopher Tuot, Darko Obradovic, Fabian Fichter, Andreas Dengel: CRUV - A Collaborative Route-Planning System for Utility Vehicles. 2010
  • Jan Haas, Heiko Maus, Sven Schwarz, Andreas Dengel: ConTask - Using Context-Sensitive Assistance to Improve Task-Oriented Knowledge Work. 2010
  • Georg Buscher, Ralf Biedert, Heinesch Daniel, Andreas Dengel: Eye tracking analysis of preferred reading regions on the screen. 2010
  • Thomas Roth-Berghofer, Benjamin Adrian, Andreas Dengel: Case Acquisition from Text: Ontology-based Information Extraction with SCOOBIE for myCBR. 2010
  • Markus Weber, Christoph Langenhan, Thomas Roth-Berghofer, Marcus Liwicki, Andreas Dengel, Frank Petzold: a.Scatch: Semantic Structure for Architectural Floor Plan Retrieval. 2010
  • Manuel Möller, Patrick Ernst, Andreas Dengel: Spatial Reasoning for Plausibility Checks of Medical Object Recognition Results Using the Foundational Model of Anatomy. 2010
  • Darko Obradovic, Stephan Baumann, Andreas Dengel: A Social Network Analysis and Mining Methodology for the Monitoring of Specific Domains in the Blogosphere. 2010
  • Dragan Sunjka, Darko Obradovic, Andreas Dengel: Crumblr: Aggregation and Sharing of Spatial Content in Mobile Environments. 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. 2010
  • Fernanda Sant Anna Pimenta, Darko Obradovic, Rafael Schirru, Stephan Baumann, Andreas Dengel: Automatic Sentiment Monitoring of Specific Topics in the Blogosphere. 2010
  • Björn Forcher, Michael Sintek, Thomas Roth-Berghofer, Andreas Dengel: Constructing Understandable Explanations for Semantic Search Results. 2010
  • Jörn Hees, Thomas Roth-Berghofer, Andreas Dengel: Linked Data Games: Simulating Human Association with Linked Data. 2010
  • Christopher Tuot, Darko Obradovic, Fabian Fichter, Andreas A. Dengel: CRUV - A Collaborative Route-Planning System for Utility Vehicles. 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. 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. 2010
  • Matthias Sperber, Martin Klinkigt, Koichi Kise, Masakazu Iwamura, Benjamin Adrian, Andreas Dengel: Enabling Handwriting Reconstruction For a Camera Pen Using Random Dot Patterns. 2010
  • Marcus Liwicki, Hassan Mohamed Abou Eisha, Andreas Dengel: Improving Handwriting Recognition by the use of Semantic Information. 2010
  • Marcus Liwicki, Oleg Rostanin, Saher Mohamed El-Neklawy, Andreas Dengel: Touch & Write: a Multi-Touch Table with Pen-Input. 2010
  • Sebastian Ebert, Marcus Liwicki, Andreas Dengel: Ontology-Based Information Extraction from Handwritten Documents. 2010
  • Christian Reuschling, Stefan Agne, Andreas Dengel: DynaQ - Faceted Search for Document Retrieval. 2010
  • Ralf Biedert, Georg Buscher, Sven Schwarz, Jörn Hees, Andreas Dengel: Text 2.0. 2010
  • Benjamin Adrian, Heiko Maus, Malte Kiesel, Andreas Dengel: Towards Ontology-based Information Extraction and Annotation of Paper Documents for Personalized Knowledge Acquisition. 2009
  • Benjamin Adrian, Heiko Maus, Andreas Dengel: iDocument: Using Ontologies for Extracting Information from Text. 2009
  • Kinga Schumacher, Marcus Liwicki, Andreas Dengel: A Paper-based Technology for Personal Knowledge Management. 2009
  • Georg Buscher, Andreas Dengel: Gaze-Based Filtering of Relevant Document Segments. 2009
  • Benjamin Adrian, Björn Forcher, Thomas Roth-Berghofer, Andreas Dengel: Explaining Ontology-Based Information Extraction in the NEPOMUK Semantic Desktop. 2009
  • Stefan Dellmuth, Heiko Maus, Andreas Dengel: Supporting Knowledge Work by Observing Paper-Based Activities on the Physical Desktop. 2009
  • Martin Klinkigt, Heiko Maus, Koichi Kise, Andreas Dengel: Automatic Management of Large Images Databases. 2009
  • Frederick Schulz, Markus Ebbecke, Michael Gillmann, Benjamin Adrian, Stefan Agne, Andreas Dengel: Seizing the Treasure: Transferring Layout Knowledge in Invoice Analysis. 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. 2009
  • Markus Weber, Thomas Roth-Berghofer, Volker Hudlet, Heiko Maus, Andreas Dengel: Context-Aware Service Discovery using Case-Based Reasoning Methods. 2009
  • Benjamin Adrian, Martin Klinkigt, Heiko Maus, Andreas Dengel: Using iDocument for Document Categorization in Nepomuk Social Semantic Desktop. 2009
  • Christopher Tuot, Andreas Dengel: Spatial Decision Support Systems as a Means Towards Sustainable Agriculture. 2009
  • Benjamin Adrian, Jörn Hees, Ludger van Elst, Andreas Dengel: iDocument: Using Ontologies for Extracting and Annotating Information from Unstructured text. 2009
  • Marcus Liwicki, Markus Weber, Andreas Dengel: Automatic Recognition and Interpretation of Pen- and Paper-Based Document Annotations. 2009
  • Ansgar Bernardi, Andreas Dengel: iGreen: Mobile Plattform für organisationsübergreifendes Wissensmanagement. 2009
  • Marcus Liwicki, Andreas Dengel: Requirements for Intelligent Pen-Based Annotation Systems --- An Exemplary Study with Semantic eInk. 2009
  • Georg Buscher, Andreas Dengel, Ludger van Elst: Eye Movements as Implicit Relevance Feedback. 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. 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. 2008
  • Georg Buscher, Andreas Dengel, Ludger van Elst: Query expansion using gaze-based feedback on the subdocument level. 2008
  • Christopher Tuot, Michael Sintek, Andreas Dengel: IVIP - A Scientific Workflow System to Support Experts in Spatial Planning of Crop Production. 2008
  • Ulrich Schäfer, Hans Uszkoreit, Christian Federmann, Torsten Marek, Yajing Zhang: Extracting and Querying Relations in Scientific Papers. 2008
  • Walter Kasper, Jörg Steffen, Yajing Zhang: News Annotations for Navigation By Semantic Similarity. 2008
  • Kathrin Eichler, Holmer Hemsen, Markus Löckelt, Günter Neumann, Norbert Reithinger: Interactive Dynamic Information Extraction. 2008
  • Thomas Kieninger, Andreas Dengel: The HCI Paradigm of HyperPrinting. 2008
  • Georg Buscher, Andreas Dengel, Ludger van Elst, Florian Mittag: Generating and Using Gaze-Based Document Annotations. 2008
  • Damian Borth, Christian Schulze, Adrian Ulges, Thomas Breuel: Navidgator - Similarity Based Browsing for Image & Video Databases. 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. 2008
  • Yohei Kurata, Hui Shi: Interpreting Motion Expressions in Route Instructions Using Two Projection-Based Spatial Models. 2008
  • Lutz Schröder, Dirk Pattinson: Shallow models for non-iterative modal logics. 2008
  • Benjamin Adrian, Andreas Dengel: Believing Finite-State cascades in Knowledge-based Information Extraction. 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. 2008
  • Hans-Ulrich Krieger: Where Temporal Description Logics Fail: Representing Temporally-Changing Relationships. 2008
  • Shingo Kubo, Hiroshi Tsuji, Heiko Maus, Andreas Dengel: Visualizing Personal Trend on Gnowsis Semantic Desktop. 2008
  • Marcus Liwicki, Kinga Schumacher, Andreas Dengel, N. Weibel, Beat Signer, M. C. Norrie: Pen and Paper-based Interaction with the Semantic Desktop. 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. 2008
  • Georg Buscher, Andreas Dengel: Attention-Based Document Classifier Learning. 2008
  • Ludger van Elst, Malte Kiesel, Sven Schwarz, Georg Buscher, Andreas Lauer, Andreas Dengel: Contextualized Knowledge Acquisition in a Personal Semantic Wiki. 2008
  • Benjamin Adrian, Heiko Maus, Andreas Dengel: DocuTag - Semantische Dienste für das Tagging von Dokumenten in Unternehmen: Kompetenzzentrum für das Büro der Zukunft. 2008
  • Jakob Schwendner: Homography Based State Estimation for Aerial Robots. 2008
  • : Advances in Artificial Intelligence. 31st Annual German Conference on AI German Conference on Artificial Intelligence (KI-2008), September 23-26, Kaiserslautern, Germany. 2008
  • : Readings on Knowledge Management Vol. 1, 2008. 2008
  • Lassaad Cheikhrouhou, Andreas Nonnengart, Werner Stephan, Frank Koob, Georg Rock: Automating Interactive Protocol Verification. 2008
  • Martin Memmel, Andreas Dengel: Sharing Contextualized Attention Metadata to Support Personalized Information Retrieval. 2007
  • Leo Sauermann, Ludger van Elst, Andreas Dengel: PIMO - A Framework for Representing Personal Information Models. 2007
  • Heiko Maus, Andreas Dengel: Semantic Annotation of Paper-Based Information. 2007
  • Andreas Dengel: Wissensbasierte Dokumentanalyse. 2007
  • Ansgar Bernardi, Andreas Dengel: Developments in Technical Knowledge Management Support. 2007
  • Stefan Klink, K. Kise, Andreas Dengel, Markus Junker, Stefan Agne: Document Information Retrieval. 2007
  • Andreas Dengel: Learning of Pattern-Based Rules for Document Classification. 2007
  • Andreas Dengel: Knowledge Technologies for the Social Semantic Desktop. 2007
  • Ansgar Bernardi, Andreas Dengel: Developments in Technical Knowledge Management Support. 2007
  • Bertin Klein, Stefan Agne, Andreas Dengel: On Benchmarking of Invoice Analysis System. 2006
  • Leo Sauermann, Andreas Dengel, Ludger van Elst, Andreas Lauer, Heiko Maus, Sven Schwarz: Personalization in the EPOS project. 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. 2006
  • Mark Siebert, Pierre Smits, Leo Sauermann, Andreas Dengel: Increasing Search Quality with the Semantic Desktop in Proposal Development. 2006
  • Wolfgang Wahlster, Eric Schwarzkopf, Leo Sauermann, Thomas Roth-Berghofer, Alexander Pfalzgraf, Malte Kiesel, Dominikus Heckmann, Dietmar Dengler, Andreas Dengel, Michael Sintek: 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. 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. 2006
  • Andreas Dengel, Stefan Agne, Bertin Klein, Achim Ebert, Matthias Deller: Human-Centered Interaction with Documents. 2006
  • M. Siebert, P.Smits, Leo Sauermann, Andreas Dengel: Personalized document retrieval in multi-party environments with the Semantic Desktop. 2006
  • Stefan Agne, Christian Reuschling, Andreas Dengel: DynaQ - Dynamic queries for Electronic Document Management. 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
  • Eric Ras, Martin Memmel, Stephan Weibelzahl: Integration of E-Learning and Knowledge Management - Barriers, Solutions and Future Issues. 2005
  • Eric Ras, Martin Memmel, Stephan Weibelzahl: First Workshop on Learner-Oriented Knowledge Management & KM-oriented E-Learning (LOKMOL 2005). 2005
  • Andreas Abecker, Ludger van Elst, Steffen Staab: PAIKM-2005 --- Peer-to-Peer and Agent Infrastructures for 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). 2005
  • Thomas Kieninger, Andreas Dengel: An Approach towards Benchmarking of Table Structure Recognition Results. 2005
  • Thomas Roth-Berghofer, Jörg Cassens, Frode Sørmo: Goals and Kinds of Explanations in Case-Based Reasoning. 2005
  • Leo Sauermann, Ansgar Bernardi, Andreas Dengel: Overview and Outlook on the Semantic Desktop. 2005
  • : Professional Knowledge Management. Third Biennial Conference, WM 2005, Kaiserslautern, Germany, April 2005. Revised Selected Papers Conference on Professional Knowledge Management (WM). 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
  • : Conference Professional Knowledge Management Conference on Professional Knowledge Management (WM-2005), April 10-13, Kaiserslautern. 2005
  • Christoph Altenhofen, Haigo Hofmann, Thomas Kieninger, Mirjana Stanisic-Petrovic: Results of a Survey about the Use of Tools in the Area of Document Management. 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: Problem-adaptable document analysis and understanding for high-volume applications. International Journal on Document Analysis and Recognition (IJDAR), 2004
  • Bertin Klein, Andreas Dengel: Results of a Study on Invoice-REading Systems in Germany. 2004
  • Bertin Klein, Andreas Dengel, Andreas Fordan: smartFIX: An Adaptive System for Document Analysis and Understanding. 2004
  • Bertin Klein, Stefan Agne, Andreas Dengel: Results of a Study on Invoice-Reading Systems in Germany. 2004
  • : Reading and Learning: Adaptive Content Recognition. 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. 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. 2004
  • Bertin Klein, Andreas Dengel, A. Fordan: smartFIX: An Adaptive System for Document Analysis and Understanding. 2004
  • Stefan Agne, Andreas Dengel, Bertin Klein: Evaluating SEE --- A Benchmarking Systems for Document Page Segmentation. 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. 2003
  • Andreas Dengel: Making Documents Work: Challenges of Document Understanding. 2003
  • Andreas Dengel, P. Novak, C. Wagner, K. Rehders, Bertin Klein, D. Schneider, M. Winkler, R. Tebel: Rechnungseingangsbearbeitung: Marktpotential, Marktübersicht und Trends. 2003
  • 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. 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. 2002
  • Armin Hust, Stefan Klink, Markus Junker, Andreas Dengel: Query Reformulation in Collaborative Information Retrieval. 2002
  • Armin Hust, Stefan Klink, Markus Junker, Andreas Dengel: Query Expansion for Web Information Retrieval. 2002
  • Armin Hust, Stefan Klink, Markus Junker, Andreas Dengel: Improving Document Retrieval by Automatic Query Expansion Using Collaborative Learning of Term-Based Concepts. 2002
  • Stephan Baumann, Andreas Dengel, Markus Junker, Thomas Kieninger: Combining Ontologies and Document Retrieval Techniques: A Case Study for an E-Learning Scenario. 2002
  • Stefan Klink, Armin Hust, Markus Junker, Andreas Dengel: TCL - An Approach for Learning Meanings of Queries in Information Retrieval Systems. 2002
  • Stefan Klink, Armin Hust, Markus Junker, Andreas Dengel: Collaborative Learning of Term-based Concepts for Automatic Query Expansion. 2002
  • Andreas Dengel, M. Junker: Implementierung eines kollaborativen Unternehmensgedächtnis via Text Mining. 2002
  • Markus Junker, Andreas Abecker, Andreas Dengel: Text Categorization using Learned Document Features. 2002
  • Markus Junker, Andreas Dengel: Innovative Solutions for the Automatic Categorization and Indexing of Electronic Documents. 2002
  • Bertin Klein, Serdar Gökkus, Thomas Kieninger, Andreas Dengel: Three Approaches to Industrial Table Spotting. 2001
  • Thomas Kieninger, Andreas Dengel: Applying the T-Recs Table Recognition System to the Business Letter Domain. 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. 2001
  • K. Kise, Markus Junker, Andreas Dengel, K. Matsumoto: Passage-Based Document Retrieval as a Tool for Text Mining with Users Information Needs. 2001
  • K. Kise, Markus Junker, Andreas Dengel, K. Matsumoto: Experimental Evaluation of Passage-Based Document Retrieval. 2001
  • 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. 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. 2000
  • Markus Junker, Rainer Hoch, Andreas Dengel: On the Evaluation of Document Analysis Components by Recall, Precision, and Accuracy. 1999
  • Thomas Kieninger, Andreas Dengel: The T-RecS approach for table structure recognition and table border determination. 1999
  • Thomas Kieninger, Andreas Dengel: A Paper-to-HTML Table Recognition and Analysis System. 1999
  • Koichi Kise, Motoi Iwata, Andreas Dengel, Keinosuke Matsumoto: Text-Line Extraction as Selection of Paths in the Neighbor Graph. 1999
  • Michael Thulke, Volker Margner, Andreas Dengel: A General Approach to Quality Evaluation of Document Segmentation. 1999
  • Andreas Dengel: Künstliche Intelligenz. 1999
  • Michael Thulke, Volker Märgner, Andreas Dengel: Quality Evaluation of Document Segmentation Results, Precision, and Accuracy. 1999
  • D. Y. Lee, Andreas Dengel: Document Analysis and Learning. 1998
  • Frank Dubiel, Andreas Dengel: FormClas - OCR-Free Classification of Forms. 1998
  • Andreas Dengel: Brockhaus: Die Enzyklopädie (verschiedene Beiträge). 1998
  • Thomas Kieninger, Andreas Dengel: A Paper-to-HTML Table Converting System. 1998
  • K. Kise, M. Iwata, Andreas Dengel, K. Matsumoto: A Computational Geometric Approach to Text-Line Extraction from Binary Document Images. 1998
  • M. Thulke, Andreas Dengel: A General Approach to Quality Evaluation of Document Segmentation Results. 1998
  • Thomas Kieninger, Andreas Dengel: Table Recognition and Labeling Using Intrinsic Layout Features. 1998
  • Andreas Dengel: Wissensbasierte Dokumentanalyse. Alcatel SEL Stiftung für Kommunikationsforschung, 1997
  • Andreas Dengel, H. Schröter: Modernisierung der Arbeit - Rahmen für Technik, Organisation und Kompetenz. 1997
  • Andreas Dengel: Die Rolle von Papierdokumenten und deren Verarbeitung im Informationszeitalter. 1997
  • Andreas Dengel, Rainer Hoch, Frank Hönes, Michael Malburg, Achim Weigel: Techniques for Improving OCR Results. 1997
  • Andreas Dengel, H. Meyer: The Specialist Board - Ansätze zur Verarbeitung multimedialer Information. 1997
  • Andreas Dengel: Bridging the Media Gap from the Gutenberg: World to Electronic Document Management Systems. 1997
  • Markus Ebbecke, Majdi Ben Hadj Ali, Andreas Dengel: Real time object detection, tracking and classification inmonocular image sequences of road traffic scenes. 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. 1997
  • Matthias Kaiser, Andreas Dengel: Office_ask : A Natural Language Interface to Structured Data Archives. 1997
  • Andreas Dengel, Frank Dubiel: Representation and Recognition of Layout Features in Form Classification Problems. 1997
  • Andreas Dengel, Frank Dubiel: Selecting Distinctive Attributes for Concept Learning. 1997
  • Andreas Dengel: Künstliche Intelligenz: Ein besonderes Institut in Kaiserslautern. 1997
  • 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. 1996
  • Andreas Dengel, Knut Hinkelmann: The SPECIALIST BOARD - A Technology Workbench for Document Analysis and Understanding. 1996
  • Andreas Dengel, Frank Dubiel: Concept Formation from a Set of Uncertain Objects. 1996
  • Frank Dubiel, Andreas Dengel: FormClas - OCR-Free Classification of Forms. 1996
  • 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. 1995
  • Andreas Dengel, B. B. Jean: Report of the Possibilities for International Collaboration Working Group. 1995
  • Andreas Dengel, Rainer Bleisinger, Rainer Hoch, Frank Hönes, Michael Malburg, Frank Fein: OfficeMAID - A System for Automatic Mail Analysis, Interpretation and Delivery. 1995
  • Lars Wiedenhöfer, Hans-Günther Hein, Andreas Dengel: Post-Processing of OCR Results for Automatic Indexing. 1995
  • Andreas Dengel, Frank Dubiel: Clustering and Classification of Document Structure - A Machine Learning Approach. 1995
  • Thorsten Jäger, Frank Hönes, Andreas Dengel: An Adaptive Metaclassifier for Word Recognition Based on Multiple Independent Classifiers. 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
  • : Proceedings of DAS'94 IAPR International Workshop on Document Analysis Systems (DAS-94), October 18-20, Kaiserslautern, Germany. 1994
  • Andreas Dengel: Künstliche Intelligenz. 1994
  • Andreas Dengel, Rainer Hoch, Hans-Günther Hein: ALV: Lesende Systeme für die Unterstützung von Bürovorgängen. 1994
  • Andreas Dengel, Rainer Bleisinger, Rainer Hoch, Frank Hönes, Michael Malburg, Frank Fein: OfficeMAID - A System for Automatic Mail Analysis, Interpretation and Delivery. 1994
  • Andreas Dengel: About the Logical Partitioning of Document Images. 1994
  • 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. 1993
  • Andreas Dengel: Initial Learning of Document Structure. 1993
  • Michael Malburg, Andreas Dengel: Address Verification in Structured Documents for Automatic Mail Delivery. 1993
  • Ingolf Karls, Gerd Maderlechner, Volkmar Pflug, Stephan Baumann, Achim Weigel, Andreas Dengel: Segmentation and Recognition of Cursive Handwriting with Improved Structured Lexica. 1993
  • Rainer Hoch, Andreas Dengel: INFOCLAS - Classifying the Message in Printed Business Letters. 1993
  • Andreas Dengel, Rainer Hoch: Intelligent Interfaces between Paper and Computer. 1993
  • Stephan Baumann, Andreas Dengel: Transforming Printed Piano Music into MIDI. 1993
  • Rainer Hoch, Andreas Dengel: Document Highlighting - Message Classification in Printed Business Letters. 1993
  • Andreas Dengel, Ottmar Lutzy: Comparative Study of Connectionist Simulators. 1993
  • 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. 1992
  • J. Kanai, Andreas Dengel: Document Analysis. 1992
  • Andreas Dengel: Stepping from Automatic Spelling towards Automatic Reading. 1992
  • Andreas Dengel, A. Pleyer, Rainer Hoch: Fragmentary String Matching by Selective Access to Hybrid Tries. 1992
  • T. Bayer, E. Mandler, Frank Hönes, Andreas Dengel: Aspects of Knowledge Based Document Analysis. 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
  • 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. 1991
  • N.M. Mattos, Andreas Dengel: The Role of Abstraction Concepts and Their Built-In Reasoning in Document Representation and Structuring. 1991
  • Andreas Dengel: Object-Oriented Representation of Image Space by Puzzletrees. 1991
  • Frank Hönes, E.-G. Haffner, Frank Fein, Andreas Dengel: A Hybrid Approach for Document Image Segmentation and Encoding. 1991
  • Frank Hönes, Rainer Bleisinger, Andreas Dengel: Intelligent Word-based Text Recognition. 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". 1991
  • G. Barth, Andreas Dengel: Künstliche Intelligenz. Bild der Wissenschaft, 1990
  • Frank Hönes, Andreas Dengel: Ein kontext-restriktiver Ansatz zur Texterkennung. 1990
  • Andreas Dengel: Document Image Analysis: Expectation-Driven Text Recognition. 1990
  • N. M. Mattos, B. Mitschang, Andreas Dengel, Rainer Bleisinger: An Approach to integrated Office Document Processing and Management. 1990
  • Andreas Dengel, N. M. Mattos, B. Mitschang: An Integrated Document Management System. 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
  • Andreas Dengel: Automatische Visuelle Klassifikation von Dokumenten. 1989
  • Andreas Dengel, E. Schweizer: Rotationswinkelbestimmung in abgetasteten Dokumentbildern. 1989
  • Andreas Dengel, G. Barth: ANASTASIL: Hybrid Knowledge-based System for Document Image Analysis. 1989
  • Andreas Dengel: Automatic Visual Classification of Printed Documents. 1989
  • Andreas Dengel: A Cut-based Procedure for Document-Layout Modelling and Automatic Document Analysis. 1989
  • Andreas Dengel: DFKI - Möglichkeiten und Chancen. 1989
  • 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. 1988
  • Andreas Dengel, G. Barth: Document Description and Analysis by Cuts. 1988
  • Andreas Dengel: Visuelle Erfassung und wissensbasierte Interpretation von Dokumentstrukturen. 1988
  • Andreas Dengel, A. Luhn, B. Ueberreiter: Model Based Segmentation and Hypothesis Generation for the Recognition of Printed Documents. 1987
  • Andreas Dengel, G. Barth, A. Luhn, B. Ueberreiter: Ein Ansatz zur Modellierung und Analyse von Dokumenten durch ein Zerschneidungsverfahren für das Layout. 1987
  • Andreas Dengel, A. Luhn, B. Ueberreiter: Data and Model Representation and Hypothesis Generation in Document Recognition. 1987

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