Data and Knowledge Engineering Group

2005 and earlier

Publications in 2005 and earlier

2005

Peter Brusilovsky, Charles Callaway und Andreas Nürnberger, Proc. of the Workshop on New Technologies for Personalized Information Access (PIA 2005), part of the 10th Int. Conf. on User Modeling (UM'05), 2005.
Andreas Nürnberger und Marcin Detyniecki, Adaptive Multimedia Retrieval: From Data to User Interaction, in: Jens Strackeljan, K. Leiviskä und Bogdan Gabrys (Hrsg.), Do smart adaptive systems exist - Best practice for selection and combination of intelligent methods, Springer-Verlag, 2005.
Andreas Hotho, Andreas Nürnberger und Gerhard Paaß, A Brief Survey of Text Mining, GLDV-Journal for Computational Linguistics and Language Technology, 20:1, S.: 19-62, 2005.
Jose Luis Martinez-Fernandez, P. Martinez, Ana M. Garcia-Serrano und Andreas Nürnberger, On semi-automatic detection of verb frames and senses for ontology learning, in: Katrin Erk (Hrsg.), Proc. of the Interdisciplinary Workshop on the Identification and Representation of Verb Features and Verb Classes (Verb Workshop 2005), Universität Saarbrücken, Saarbrücken, Germany, 2005.
Claudia Hauff und Andreas Nürnberger, On the Use of Scale-Free Networks for Information Network Modelling, in: Derek Linkens (Hrsg.), Proc. of 1st European Symposium on Nature-inspired Smart Information Systems, 2005.
Christian Borgelt, Andreas Nürnberger und Rudolf Kruse, Fuzzy Learning Vector Quantization with Size and Shape Parameters, in: James C. Bezdek (Hrsg.), Proc. of IEEE Int. Conf. on Fuzzy Systems 2005 (FUZZ-IEEE 2005), IEEE, Piscataway, NJ, 2005.
Ernesto William De Luca und Andreas Nürnberger, A Meta Search Engine for User Adaptive Information Retrieval Interfaces for Desktop and Mobile Devices, in: Andreas Nürnberger, Charles Callaway und Peter Brusilovsky (Hrsg.), Proc. of the Workshop on New Technologies for Personalized Information Access (PIA 2005), part of the 10th Int. Conf. on User Modeling (UM'05), S.: 23-33, 2005.
Detlef Nauck und Andreas Nürnberger, The Evolution of Neuro-Fuzzy Systems, in: Hao Ying und Dimitar Filev (Hrsg.), Proc. of 24th Int. Conf. of the North American Fuzzy Information Processing Society (NAFIPS 2005), S.: 98-103, IEEE, 2005.
Ernesto William De Luca und Andreas Nürnberger, Supporting Information Retrieval on Mobile Devices, in: Manfred Tscheligi (Hrsg.), Proc. of 7th Int. Conf. on Human Computer Interaction with Mobile Devices and Services (MobileHCI 05), S.: 347-348, ACM, 2005.
Korinna Bade und Andreas Nürnberger, Supporting Web Search by User Specific Document Categorization: Intelligent Bookmarks, in: Klaus P. Jantke, Klaus-Peter Fähnrich und Wolfgang S. Wittig (Hrsg.), Proc. of Leipziger Informatik Tage (LIT 2005), GI Edition - Lecture Notes in Informatics, Bonner Köllen Verlag, 2005.
Ernesto William De Luca und Andreas Nürnberger, Supporting Mobile Web Search by Ontology-based Categorization, in: Bernhard Fisseni, Hans-Christian Schmitz, Bernhard Schröder und Petra Wagner (Hrsg.), Sprachtechnologie, mobile Kommunikation und linguistische Ressourcen, Proc. of GLDV 2005, S.: 28-41, 2005.

2004

Benno Stein, Sven Meyer zu Eißen und Andreas Nürnberger, Proc. of the Workshop Machine Learning and Interaction for Text-Based Information Retrieval (TIR-04), part of KI 2004, 2004.
Andreas Nürnberger, Marcin Detyniecki und Philippe Joly, Proc. of 2nd Int. Workshop on Adaptive Multimedia Retrieval (AMR 2004), part of ECAI 2004, 2004.
Andreas Nürnberger und Marcin Detyniecki, Adaptive Multimedia Retrieval, Extended Post-Proceedings of the 1st International Workshop, Serie: Lecture Notes in Computer Science Vol. 3094, Springer-Verlag, Berlin, 2004.
Géry Ducatel und Andreas Nürnberger, Soft Computing and Information Organization, in: Fuzzy Logic and the Internet, S.: 347-358, Springer-Verlag, 2004.
Andreas Nürnberger, Approximation of Dynamic Systems Using Recurrent Neuro-Fuzzy Techniques, Soft Computing, 8:6, S.: 428-442, 2004.
Korinna Grabski, Ernesto William De Luca und Andreas Nürnberger, Multimedia Retrieval: Fundamental Techniques and Principles of Adaptivity, Künstliche Intelligenz, 4/04:2004.
Christian Borgelt und Andreas Nürnberger, Fast Fuzzy Clustering of Web Page Collections, in: Mirco Nanni, Michelangelo Ceci und Marco Gori (Hrsg.), Proc. of PKDD Workshop on Statistical Approaches for Web Mining (SAWM), 2004.
Korinna Grabski und Andreas Nürnberger, A Search Interface for Context Based Categorization of Result Sets, in: Proc. of the European Symposium on Intelligent Technologies (EUNITE 2004), 2004.
Ernesto William De Luca und Andreas Nürnberger, The Importance of Ontology Based User Modeling and Adaptation in Information Retrieval, in: Workshop on the Potential of Cognitive Semantics for Ontologies, 2004.
Ernesto William De Luca und Andreas Nürnberger, Improving Ontology-Based Sense Folder Classification of Document Collections with Clustering Methods, in: Philippe Joly, Marcin Detyniecki und Andreas Nürnberger (Hrsg.), Proc. of 2nd Int. Workshop on Adaptive Multimedia Retrieval (AMR 2004), part of ECAI 2004, 2004.
Ernesto William De Luca und Andreas Nürnberger, Ontology-Based Semantic Online Classification of Documents: Supporting Users in Searching the Web, in: Proc. of the European Symposium on Intelligent Technologies (EUNITE 2004), 2004.
Andreas Nürnberger, User Adaptive Categorization of Document Collections, in: Marcin Detyniecki und Andreas Nürnberger (Hrsg.), Adaptive Multimedia Retrieval, Extended Post-Proceedings of the 1st International Workshop, S.: 87-98, Springer-Verlag, 2004.

2003

Andreas Nürnberger, A Hierarchical Recurrent Neuro-Fuzzy Model for System Identification, International Journal of Approximate Reasoning, 32:2-3, S.: 153-170, Elsevier Science, 2003.
Andreas Nürnberger und Tanja Falkowski, Information Retrieval: Intelligente Wettbewerbsinformationssysteme, mesh - Magazin für Wissens- und Informationsdiskurs, 12: S.: 10-13, 2003.
Andreas Nürnberger und Marcin Detyniecki, Weighted Self-Organizing Maps - Incorporating User Feedback, in: Okyay Kaynak und Erkki Oja (Hrsg.), Artificial Neural Networks and Neural Information Processing - ICANN/ICONIP 2003, Proc. of the joined 13th Int. Conference, S.: 883-890, Springer-Verlag, 2003.
Andreas Nürnberger, A Hybrid Approach to Learn Recurrent Fuzzy Systems, in: Ellen L. Walker (Hrsg.), Proc. of 22nd Int. Conference of the North American Fuzzy Information Processing Society (NAFIPS 2003), S.: 353-358, IEEE, 2003.
Andreas Nürnberger und Marcin Detyniecki, User Adaptive Clustering and Visualization of Document Collections, in: Jonathan M. Rossiter und Trevor P. Martin (Hrsg.), UK Workshop on Computational Intelligence (UKCI-2003), S.: 157-163, University of Bristol, 2003.

2002

Kai Michels, Frank Klawonn, Rudolf Kruse und Andreas Nürnberger, Fuzzy-Regelung: Grundlagen, Entwurf, Analyse, Springer-Verlag, Berlin, 2002.
Andreas Nürnberger, Aljoscha Klose und Rudolf Kruse, Self-Organising Maps for Interactive Search in Document Databases, in: Intelligent Exploration of the Web, Physica-Verlag, Heidelberg, 2002.
Andreas Nürnberger und Rudolf Kruse, A Neuro-Fuzzy Approach to Optimize Hierarchical Recurrent Fuzzy Systems, Fuzzy Optimization and Decision Making, 1:2, S.: 221-248, Springer Science+Business Media B.V., 2002.
Andreas Nürnberger, Aljoscha Klose, Rudolf Kruse, Gerg K. Hartmann und Michael Richards, SomAccess: Ein Softwareprototyp zur interaktiven Navigation in Textdatenbanken, Künstliche Intelligenz, 3/02: S.: 59-64, 2002.
Arne Radetzky und Andreas Nürnberger, Visualization and Simulation Techniques for Surgical Simulators Using Actual Patient's Data, Artificial Intelligence in Medicine, 26:3, S.: 255-279, Elsevier Science, 2002.
Jorge Marx-Gómez, Claus Rautenstrauch, Andreas Nürnberger und Rudolf Kruse, Neuro-fuzzy approach to forecast returns of scrapped products to recycling and remanufacturing, Knowledge-Based Systems, 15:2, S.: 119-128, Elsevier Science, 2002.
Andreas Nürnberger und Marcin Detyniecki, Visualizing Changes in Data Collections Using Growing Self-Organizing Maps, in: Proc. of International Joint Conference on Neural Networks (IJCNN 2002), S.: 1912-1917, IEEE, Piscataway, 2002.
Andreas Nürnberger und Aljoscha Klose, Improving Clustering and Visualization of Multimedia Data Using Interactive User Feedback, in: Proc. of the 9th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2002), S.: 993-999, 2002.
Andreas Nürnberger und Marcin Detyniecki, User Adaptive Methods for Interactive Analysis of Document Databases, in: Proc. of the European Symposium on Intelligent Technologies (EUNITE 2002), Verlag Mainz, Aachen, 2002.

2001

Aljoscha Klose, Andreas Nürnberger, Detlef Nauck und Rudolf Kruse, Data Mining with Neuro-Fuzzy Models, in: A. Kandel, M. Last und H. Bunke (Hrsg.), Data Mining and Computational Intelligence, S.: 1-36, Springer-Verlag, 2001.
Andreas Nürnberger, Witold Pedrycz und Rudolf Kruse, Classification: Neural Net Approaches, in: Handbook of Data Mining and Knowledge Discovery, Oxford University Press, 2001.
Andreas Nürnberger, Arne Radetzky und Rudolf Kruse, Using Recurrent Neuro-Fuzzy Techniques for the Identification and Simulation of Dynamic Systems, Neurocomputing, Special issue on Rough-Neuro Computing, 36: S.: 123-147, 2001.
Andreas Nürnberger, Clustering of Document Collections using a Growing Self-Organizing Map, in: Proc. of BISC International Workshop on Fuzzy Logic and the Internet (FLINT 2001), S.: 136-141, ERL, College of Engineering, University of California, Berkeley, USA, 2001.
Andreas Nürnberger, A Hierarchical Recurrent Neuro-Fuzzy System, in: Proc. of Joint 9th IFSA World Congress and 20th NAFIPS International Conference, S.: 1407-1412, IEEE, 2001.
Andreas Nürnberger, Interactive Text Retrieval Supported by Growing Self-Organizing Maps, in: Proc. of the International Workshop on Information Retrieval (IR 2001), S.: 61-70, Infotech, Oulu, Finland, 2001.
Andreas Nürnberger und Aljoscha Klose, Interactive Retrieval of Multimedia Objects based on Self-Organising Maps, in: Proc. of the Int. Conf. of the European Society for Fuzzy Logic and Technology (EUSFLAT 2001), S.: 377-380, De Montfort University, Leicester, UK, 2001.
Arne Radetzky, Klaus-Peter Adlassnig und Andreas Nürnberger, Visualization Techniques for Surgiality, in: Intelligent Systems in Patient Care, Proc. of the EUNITE-Workshop, S.: 187-196, Österreichische Computer Gesellschaft, Vienna, 2001.
Andreas Nürnberger und Marcin Detyniecki, Content Based Analysis of Email Databases Using Self-Organizing Maps, in: Proc. of the European Symposium on Intelligent Technologies (EUNITE 2001), Verlag Mainz, Aachen, 2001.
Andreas Nürnberger, Recurrent Neuro-Fuzzy Systems for the Analysis of Dynamic Systems (Ph.D. Thesis), Otto von Guericke University of Magdeburg, Faculty of Computer Science, 2001.

2000

Arne Radetzky, Andreas Nürnberger und Dietrich Peter Pretschner, Elastodynamic Shape Modeler: A Tool for Defining the Deformation Behavior of Virtual Tissues, Radiographics, 20:3, S.: 865-881, Radiological Society of North America (RSNA), Oak Brook, USA, 2000.
Aljoscha Klose, Andreas Nürnberger, Rudolf Kruse, Gerd K. Hartmann und Michael Richards, Interactive Text Retrieval Based on Document Similarities, Physics and Chemistry of the Earth, Part A: Solid Earth and Geodesy, 25:8, S.: 649-654, Elsevier Science, Amsterdam, 2000. (im Erscheinen)
Andreas Nürnberger, Aljoscha Klose und Rudolf Kruse, Analyzing Borders Between Partially Contradicting Fuzzy Classification Rules, in: Proc. 19th International Conference of the North American Fuzzy Information Processing Society (NAFIPS 2000), S.: 59-63, IEEE, Atlanta, 2000.
Jorge Marx-Gómez, Claus Rautenstrauch, Andreas Nürnberger und Rudolf Kruse, Hybrid Approach to Forecast Returns of Scrapped Products to Recycling and Remanufacturing, in: 3rd International Conference on Information Fusion (FUSION 2000), Paris, S.: 22-28 (TuB5), ISIF, Sunnyvale, CA, 2000.
Andreas Nürnberger, Aljoscha Klose und Rudolf Kruse, Effects of Antecedent Pruning in Fuzzy Classification Systems, in: Proc. of the Fourth International Conference on Knowledge-Based Intelligent Engineering Systems & Allied Technologies (KES 2000), S.: 154-157, IEEE, Piscataway, 2000.
Andreas Nürnberger, Aljoscha Klose, Rudolf Kruse, Gerg K. Hartmann und Michael Richards, Interactive Text Retrieval Based on Document Similarities, in: Gerd K. Hartmann, Andreas Nölle, Michael Richards, Reinhart Leitinger und Gerg K. Hartmann (Hrsg.), Data Utilization Software Tools 2 (DUST-2 CD-ROM), Max-Planck-Institut für Aeronomie, Katlenburg-Lindau, Germany, 2000.

1999

Andreas Nürnberger und Heiko Timm, OR Software: DataEngine, OR Spektrum, 21:3, S.: 305-313, Springer-Verlag, Berlin, 1999.
Andreas Nürnberger, Detlef Nauck und Rudolf Kruse, Neuro-Fuzzy Control Based on the NEFCON-Model, Soft Computing, 2:4, S.: 182-186, Springer-Verlag, Berlin, 1999.
Arne Radetzky, Andreas Nürnberger, Michael Teistler und Dietrich Peter Pretschner, Elastodynamic Shape Modeling in Virtual Medicine, in: Proc. Shape Modeling International '99 (SMI'99), S.: 172-178, IEEE, Aizu-Wakamatsu, Japan, 1999.
Aljoscha Klose und Andreas Nürnberger, Improved NEFCLASS Pruning Techniques Applied to a Real World Domain, in: Rudolf Kruse, Detlef Nauck, Bernd Michaelis und Gerald Krell (Hrsg.), Proc. Neural Networks in Applications (NN'99), S.: 47-52, Logisch GmbH, 1999.
Andreas Nürnberger, Aljoscha Klose und Rudolf Kruse, Discussing Cluster Shapes of Fuzzy Classifiers, in: Th. Sudkamp und R. N. Davé (Hrsg.), Proc. 18th International Conference of the North American Fuzzy Information Processing Society (NAFIPS'99), S.: 546-550, IEEE, New York, 1999.
Aljoscha Klose und Andreas Nürnberger, Applying Boolean Transformations to Fuzzy Rule Bases, in: Proc. 7th European Congress on Intelligent Techniques and Soft Computing (EUFIT'99), S.: 6, Verlag Mainz, Aachen, 1999. (Published on CD-ROM)
Andreas Nürnberger, Arne Radetzky und Rudolf Kruse, Determination of Elastodynamic Model Parameters using a Recurrent Neuro-Fuzzy System, in: Proc. 7th European Congress on Intelligent Techniques and Soft Computing (EUFIT'99), S.: 8, Verlag Mainz, Aachen, 1999. (Published on CD-ROM)
Andreas Nürnberger, Christian Borgelt und Aljoscha Klose, Improving Naive Bayes Classifiers Using Neuro-Fuzzy Learning, in: Proc. 6th International Conference on Neural Information Processing '99 (ICONIP'99), Perth, Australia, S.: 154-159, IEEE, Piscataway, NJ, 1999.
Andreas Nürnberger, Aljoscha Klose, Detlef Nauck und Rudolf Kruse, Improving the Clarity of Neuro-Fuzzy Classifiers, in: AFN Berichte 1999, S.: 33-47, AFN, Wolfenbüttel, Germany, 1999.

1998

Detlef Nauck, Andreas Nürnberger und Rudolf Kruse, Neuro-Fuzzy Classification, Serie: Studies in Classification, Data Analysis, and Knowledge Organization, in: A. Rizzi, M. Vichi und H.-H. Bock (Hrsg.), Advances in Data Science and Classification, S.: 287-294, Springer-Verlag, Berlin, 1998.
Arne Radetzky, Andreas Nürnberger, Dietrich Peter Pretschner und Rudolf Kruse, The Simulation of Elastic Tissues in Virtual Laparoscopy using Neural Networks, in: Proc. Neural Networks in Applications (NN'98), S.: 167-174, University of Magdeburg, Magdeburg, Germany, 1998.
Arne Radetzky, Andreas Nürnberger und Dietrich Peter Pretschner, The Simulation of Elastic Tissues in Virtual Medicine using Neuro-Fuzzy Systems, in: Proc. Medical Imaging 1998 (Spie Proceedings Volume 3335), S.: 399-409, 1998.
Andreas Nürnberger, Arne Radetzky und Rudolf Kruse, Modelling and Simulating a Time-Dependent Physical System Using Fuzzy Techniques and a Recurrent Neural Network, in: Fuzzy-Neuro Systems '98 - Computational Intelligence, Proc. 5th International Workshop (FNS'98), S.: 306-313, infix, München, 1998.
Rudolf Kruse und Andreas Nürnberger, Learning Methods for Fuzzy Systems, in: Non-Linear Electromagnetic Systems: Advanced Techniques and Mathematical Methods, Proc. of the 8th International Symposium on Non-Linear Electromagnetic Systems 1997 (ISEM?97), S.: 367-372, IOS-Press, Amsterdam, 1998.
Andreas Nürnberger und Rudolf Kruse, Neuro-Fuzzy Techniques under MATLAB/SIMULINK Applied to a Real Plant, in: Proc. IEEE Int. Conf. on Fuzzy Systems 1998, S.: 572-576, 1998.
Andreas Nürnberger, Arne Radetzky und Rudolf Kruse, A Problem Specific Recurrent Neural Network for the Description and Simulation of Dynamic Spring Models, in: Proc. IEEE International Joint Conference on Neural Networks 1998 (IJCNN '98), S.: 468-473, IEEE, Piscataway, 1998.
Aljoscha Klose, Andreas Nürnberger und Detlef Nauck, Some Approaches to Improve the Interpretability of Neuro-Fuzzy Classifiers, in: Proc. 6th European Congress on Intelligent Techniques and Soft Computing (EUFIT'98), S.: 629-633, 1998.

1997

Andreas Nürnberger, Detlef Nauck und Rudolf Kruse, Neuro-Fuzzy-Regelung mit NEFCON unter MATLAB/SIMULINK, in: Proc. Neuronale Netze in Ingenieuranwendungen, 2. Internationaler Workshop, S.: 55-66, 1997.
Andreas Nürnberger, Detlef Nauck und Rudolf Kruse, Neuro-Fuzzy Control Based on the NEFCON Model under MATLAB/SIMULINK, in: Chawdry, Pravir and Roy, Rajkumar and Pant, R. K., Soft Computing in Engineering Design and Manufacturing, Proc. of the 2nd On-line World Conference on Soft Computing in Engineering Design and Manufacturing (WSC2), S.: 393-400, Springer-Verlag, London, 1997.
Andreas Nürnberger, Detlef Nauck, Rudolf Kruse und Ludger Merz, A Neuro-Fuzzy Development Tool for Fuzzy Controllers under MATLAB/SIMULINK, in: Proc. 5th European Congress on Intelligent Techniques and Soft Computing (EUFIT'97), S.: 1029-1033, 1997.
Arne Radetzky, Andreas Nürnberger und Dietrich Peter Pretschner, A Neuro-Fuzzy Approach for the Description and Simulation of Elastic Tissues, in: Proc. European Workshop on Multimedia Technology in Medical Training 1997, S.: 30-39, Augustinus, Aachen, 1997.