Email: katharina.morik cs.uni-dortmund.de Phone: 0231/755-5101 Fax: 0231/755-5105 Room-No.: R 1.52 Consultation hour: Wednesdays: 10-12 o'clock, advance announcement by office required. During the semester break (solely by arrangement)

About

Katharina Morik received her Ph D at the university of Hamburg 1981 and worked in the well-known natural language project HAM-ANS at Hamburg from 1982 to 1984. Then, she moved to the technical university Berlin and became the project leader of the first German machine learning project, KIT-Lerner.
From 1989 to 1991 she was leading a research group for machine learning at the German National Research Center for Computer Science at Bonn. This team developed the MOBAL system within the ESPRIT project Machine Learning Toolbox (P2154). In 1991, she became full professor at the university of Dortmund.

Together with Professor Yves Kodratoff, she organized the first European Summer School on Machine Learning and gave a tutorial on this topic at the ECAI-88. She was the chair person of the 11th German Workshop on Artificial Intelligence in 1987 and organized an international workshop on "Knowledge Representation and Organization in Machine Learning" in the same year. The fourth European Working Session on Learning was chaired by her in 1989. At the IJCAI-91 she organized a workshop on "Evaluating and Changing Representation in Machine Learning", together with Francesco Bergadano and Wray Buntine. Until 1994 she was the leader of the German special interest group in machine learning of the German Society for Computer Science.

In the "European Network of Excellence for Machine Learning and Related Fields", in the "European Network of Excellence for Knowledge Discovery", and in the European Coordinated Action "Ubiquitous Computing and Knowledge Discovery", she was leading the committee for education. Currently, she is associated with the European project "MObility, DAta Mining and Privacy -- MODAP". In 1999 she organized an intensive course on Knowledge Discovery and Data Mining. In 2006 und 2008 she organized the summer schools on "Ubiquitous Knowledge Discovery". Together with Xindong Wu, she started the IEEE International Conference on Data Mining, being the program chair person in 2004. In 2008 together with Bart Goethals und Walter Daelemans she chaired European Conference on Machine Learning and Data Mining, ECML/PKDD 2008.

Katharina Morik is speaker of the collaborative research center SFB876.

Katharina Morik is Member of the Scientific Advisory Board of Rapid-I.

Furthermore Katharina Morik is Scientific Council of The European Institute for Participatory Media.

Interests are in all kinds of applications of machine learning. This also covers cognitive modeling of theory acquisition and revision.

Editorial Board Member of

• Knowledge and Information Systems
• Data Mining and Knowledge Discovery

Projects

• MiningMart
• SFB 531 Computational Intelligence
• SFB 475 subproject A4
• ILPnet2
• COMRIS
• AWAKE
• KDUbiq
• SFB 876
• Vista-TV
• DDMD
• Kobra
• INtelligent Synthesis and Real-tIme Response using Massive StreaminG of HeTerogeneous Data

Research Topics

• Structuring of Multimedia-Collections and Attribute Extraction
• Information Extraction from Texts and Text Classification
• Clustering
• Statistical Learning
• SFB 876 - Providing Information by Ressource-Constrained Data Analysis

Publications

Bohnen/etal/2013a	Bohnen, Fabian and Stolpe, Marco and Deuse, Jochen and Morik, Katharina. Using a Clustering Approach with Evolutionary Optimized Attribute Weights to Form Product Families for Production Leveling. In Windt, Katja (editors), Robust Manufacturing Control, No. null, pages 189--202, Berlin, Heidelberg, Springer, 2013.
Lieber/etal/2013a	Lieber, Daniel and Stolpe, Marco and Konrad, Benedikt and Deuse, Jochen and Morik, Katharina. Quality Prediction in Interlinked Manufacturing Processes based on Supervised & Unsupervised Machine Learning. In Proc. of the 46th CIRP Conf. on Manufacturing Systems, No. null, Elsevier, 2013.
Lee/etal/2012a	Lee, Sangkyun and Stolpe, Marco and Morik, Katharina. Separable Approximate Optimization of Support Vector Machines for Distributed Sensing. In Peter Flach and Tijl De Bie and Nello Cristianini (editors), Machine Learning and Knowledge Discovery in Databases, Vol. 7524, pages 387--402, Berlin, Heidelberg, Springer, 2012.
Lieber/etal/2012a	Lieber, Daniel and Konrad, Benedikt and Deuse, Jochen and Stolpe, Marco and Morik, Katharina. Sustainable Interlinked Manufacturing Processes through Real-Time Quality Prediction. In Dornfeld, David A. and Linke, Barbara S. (editors), Leveraging Technology for a Sustainable World, No. null, pages 393-398, CIRP, Berlin, Heidelberg, Springer, 2012.
Michaelis/etal/2012a	Michaelis, Stefan and Piatkowski, Nico and Morik, Katharina. Predicting next network cell IDs for moving users with Discriminative and Generative Models. In Mobile Data Challenge by Nokia Workshop in conjunction with Int. Conf. on Pervasive Computing, 2012.
Morik/etal/2012a	Morik, Katharina and Bhaduri, Kanishka and Kargupta, Hillol. Introduction to data mining for sustainability. In Data Mining and Knowledge Discovery, Vol. 24, No. 2, pages 311 -- 324, 2012.
Piatkowski/etal/2012a	Piatkowski, Nico and Lee, Sangkyun and Morik, Katharina. Spatio-Temporal Models For Sustainability. In Marwah, Manish and Ramakrishnan, Naren and Berges, Mario and Kolter, Zico (editors), Proceedings of the SustKDD Workshop within ACM KDD 2012, ACM, 2012.
Fricke/etal/2011a	Fricke, Peter and Jungermann, Felix and Morik, Katharina and Piatkowski, Nico and Spinczyk, Olaf and Stolpe, Marco and Streicher, Jochen. Towards Adjusting Mobile Devices To User's Behaviour. In Atzmueller, Martin and Hotho, Andreas and Strohmaier, Markus and Chin, Alvin (editors), Analysis of Social Media and Ubiquitous Data, Vol. 6904, pages 99--118, Berlin, Heidelberg, Springer, 2011.
Morik/etal/2011a	Morik, Katharina and Kaspari, Andreas and Wurst, Michael and Skirzynski, Marcin. Multi-objective frequent termset clustering. In Knowledge and Information Systems, 2011.
Piatkowski/Morik/2011a	Piatkowski, Nico and Morik, Katharina. Parallel Inference on Structured Data with CRFs on GPUs. In International Workshop at ECML PKDD on Collective Learning and Inference on Structured Data (COLISD2011), Athens, Greece, 2011.
Ruhe/etal/2011b	Ruhe, Tim and Morik, Katharina and Rhode, Wolfgang. Data Mining Ice Cubes. In Gabriel, Carlos et alii (editors), Astronomical Data Analysis Software and Systems, 2011.
Stolpe/Morik/2011a	Stolpe, Marco and Morik, Katharina. Learning from Label Proportions by Optimizing Cluster Model Selection. In Gunopulos, Dimitrios and Hofmann, Thomas and Malerba, Donato and Vazirgiannis, Michalis (editors), Machine Learning and Knowledge Discovery in Databases, Vol. 6913, pages 349--364, Berlin, Heidelberg, Springer, 2011.
Tomanek/Morik/2011a	Tomanek, Katrin and Morik, Katharina. Inspecting Sample Reusability for Active Learning. In Guyon, Isabelle (editors), Proceedings of the Active Learning and Experimental Design workshop at AISTATS 2010, Vol. 16, pages 169–181, JMLR Workshop and Conference Proceedings, 2011.
Fricke/etal/2010a	Fricke, Peter and Jungermann, Felix and Morik, Katharina and Piatkowski, Nico and Spinczyk, Olaf and Stolpe, Marco. Towards Adjusting Mobile Devices to User's Behaviour. In Proceedings of the International Workshop at ECML PKDD on Mining Ubiquitous and Social Environments (MUSE 2010), pages 7 -- 22, 2010.
Lokuciejewski/etal/2010a	Lokuciejewski, Paul and Stolpe, Marco and Morik, Katharina and Marwedel, Peter. Automatic Selection of Machine Learning Models for WCET-aware Compiler Heuristic Generation. In Proceedings of the 4th Workshop on Statistical and Machine Learning Approaches to ARchitecture and compilaTion (SMART), 2010.
Morik/2010a	Morik, Katharina. Medicine: Applications in Machine Learning. In Sammut, Claude and Webb, Geoffrey I. (editors), Encyclopedia of Machine Learning, pages 654-661, Springer, 2010.
Morik/etal/2010a	Morik, Katharina and Stolpe, Marco and Deuse, Jochen and Bohnen, Fabian and Reichel, Ulrich. Prognosemodelle zur Ermittlung der Produkteigenschaften -- Einsatz von Data-Mining-Verfahren im Walzwerk. In stahl und eisen, No. 10, pages 80--82, 2010.
Morik/etal/2010c	Morik, Katharina and Jungermann, Felix and Piatkowski, Nico and Engel,Michael. Enhancing Ubiquitous Systems Through System Call Mining. In Large-scale Analytics for Complex Instrumented Systems (LACIS), Workshop at ICDM 2010, 2010.
Schowe/Morik/2010a	Schowe, Benjamin and Morik, Katharina. Fast-Ensembles of Minimum Redundancy Feature Selection. In Okun, Oleg and Valentini, Giorgio and Re, Matteo (editors), Workshop at ECML PKDD on Supervised and Unsupervised Ensemble Methods and their Applications - SUEMA 2010, 2010.
Schulte/Schowe/2010a	Johannes H. Schulte and Benjamin Schowe and Pieter Mestdagh and Lars Kaderali and Prabhav Kalaghatgi and Stefanie Schlierf and Joelle Vermeulen and Bent Brockmeyer and Kristian Pajtler and Theresa Thor and Katleen de Preter and Frank Speleman and Katharina Morik and Angelika Eggert and Jo Vandesompele and Alexander Schramm. Accurate Prediction of Neuroblastoma Outcome based on miRNA Expression Profiles. In International Journal of Cancer, 2010.
Had/etal/2009a	Had, Martin and Jungermann, Felix and Morik, Katharina. Relation Extraction for Monitoring Economic Networks. In Horacek, H.; Metais, E.; Munoz, R.; Wolska, M. (editors), Proceedings of the 14th International Conference on Applications of Natural Language to Information Systems (NLDB), Vol. 5723, pages 103--114, Springer, 2009.
Lokuciejewski/etal/2009a	Lokuciejewski, Paul and Gedikli, Fatih and Marwedel, Peter and Morik, Katharina. Automatic WCET Reduction by Machine Learning Based Heuristics for Function Inlining. In Proceedings of the 3rd Workshop on Statistical and Machine Learning Approaches to ARchitectures and CompilaTion (SMART), pages 1--15, Paphos / Cyprus, 2009.
Morik/etal/2009a	May, Michael and Berendt, Bettina and Cornuejols, Antoine and Gama, Joao and Giannotti, Fosca and Hotho, Andreas and Malerba, Donato and Menesalvas, Ernestina and Morik, Katharina and Pedersen, Rasmus and Saitta, Lorenza and Saygin, Yucel and Schuster, Assaf and Vanhoof, Koen. Research Challenges in Ubiquitous Knowledge Discovery. In Kargupta and Han and Yu and Motwani and Kumar (editors), Next Generation of Data Mining, pages 131--151, CRC Press, 2009.
Schramm/Mierswa/2009a	Schramm, Alexander and Mierswa, Ingo and Kaderali, Lars and Morik, Katharina and Eggert, Angelika and Schulte, Johannes H.. Reanalysis of neuroblastoma expression profiling data using improved methodology and extended follow-up increases validity of outcome prediction. In Cancer Letters, Vol. 282, No. 1, pages 56--62, 2009.
Jungermann/Morik/2008b	Jungermann, Felix and Morik, Katharina. Enhanced Services for Targeted Information Retrieval by Event Extraction and Data Mining. In Proceedings of the 13th International Conference on Applications of Natural Language to Information Systems, NLDB 2008, Vol. 5039/2008, pages 335 - 336, Springer, 2008.
Mierswa/etal/2008a	Mierswa, Ingo and Morik, Katharina and Wurst, Michael. Handling Local Patterns in Collaborative Structuring. In Masseglia, Florent and Poncelet, Pascal and Teisseire, Maguelonne (editors), Successes and New Directions in Data Mining, pages 167 -- 186, IGI Global, 2008.
Mierswa/etal/2008b	Mierswa, Ingo and Morik, Katharina and Wurst, Michael. Collaborative Use of Features in a Distributed System for the Organization of Music Collections. In Shen and Shephard and Cui and Liu (editors), Intelligent Music Information Systems: Tools and Methodologies, pages 147--176, Igi Global Publishing, 2008.
Mierswa/Morik/2008a	Mierswa, Ingo and Morik, Katharina. About the Non-Convex Optimization Problem Induced by Non-positive Semidefinite Kernel Learning. In Advances in Data Analysis and Classification, Vol. 2, No. 3, pages 241--258, 2008.
Bockermann/etal/2007a	Bockermann, Christian and Mierswa, Ingo and Morik, Katharina. On the Automated Creation of Understandable Positive Security Models for Web Applications. In 2nd International Workshop on Web and Pervasive Security, pages 554--559, 2007.
Flasch/etal/2007a	Flasch, Oliver and Kaspari, Andreas and Morik, Katharina and Wurst, Michael. Nemoz— A Distributed Framework for Collaborative Media Organization. In Proceedings of the Third International Workshop on Distributed Frameworks for Multimedia Applications, 2007.
Flasch/etal/2007b	Flasch, Oliver and Kaspari, Andreas and Morik, Katharina and Wurst, Michael. Aspect-Based Tagging for Collaborative Media Organization. In Berendt, Bettina and Hotho, Andreas and Mladenic, Dunja and Semeraro, Giovanni (editors), From Web to Social Web: Discovering and Deploying User and Content Profiles, Springer, 2007.
Mierswa/etal/2007b	Mierswa, Ingo and Morik, Katharina and Wurst, Michael. Collaborative Use of Features in a Distributed System for the Organization of Music Collections. In Shen, Shepherd, Cui, and Liu (editors), Intelligent Music Information Systems: Tools and Methodologies, pages 147 - 175, Information Science Reference, 2007.
Ritter/etal/2007a	Morik, Katharina and Mühlenbrock, Martin. In Order to Learn -- How the Sequence of Topics Influences Learning. pages 119--136, Oxford University Press, 2007.
Wurst/Morik/2007a	Wurst, Michael and Morik, Katharina. Distributed Feature Extraction in a P2P Setting - A Case Study. In Future Generation Computer Systems, Special Issue on Data Mining, Vol. 23, No. 1, pages 69 -- 75, 2007.
Flasch/etal/2006a	Flasch, Oliver and Kaspari, Andreas and Morik, Katharina and Wurst, Michael. Aspect-based tagging for collaborative media organisation. In Proceedings of the ECML/PKDD workshop on Ubiquitous Knowledge Discovery for users, 2006.
Wurst/etal/2006a	Wurst, Michael and Morik, Katharina and Mierswa, Ingo. Localized Alternative Cluster Ensembles for Collaborative Structuring. In Johannes Fürnkranz and Tobias Scheffer and Myra Spiliopoulou (editors), Proceedings of the European Conference on Machine Learning, pages 485--496, Berlin, Springer, 2006.
Wurst/Morik/2006b	Wurst, Michael and Morik, Katharina. Multi-Agent Learning By Feature Sharing. In Proceedings of the 6th European Symposium on Adaptive Learning Agents and MAS, 2006.
Homburg/etal/2005a	Homburg, Helge and Mierswa,Ingo and Moller, Bulent and Morik, Katharina and Wurst, Michael. A Benchmark Dataset for Audio Classification and Clustering. In Joshua D. Reiss and Geraint A. Wiggins (editors), Proc. of the International Symposium on Music Information Retrieval 2005, pages 528--531, London, UK, Queen Mary University, 2005.
Mierswa/Morik/2005a	Mierswa, Ingo and Morik, Katharina. Automatic Feature Extraction for Classifying Audio Data. In Machine Learning Journal, Vol. 58, pages 127--149, 2005.
Mierswa/Morik/2005c	Mierswa, Ingo and Morik, Katharina. Evolutionare Aufzucht von Methodenbaumen zur Merkmalsextraktion aus Audiodaten. In Informatik Spektrum, Themenheft Musik, Vol. 28, No. 5, pages 381--388, 2005.
Morik/2005a	Morik, Katharina. Informatik Spektrum, Themenheft Musik. 2005.
Morik/etal/2005a	Morik, Katharina and Boulicaut, Jean-Francois and Siebes, Arno. Local Pattern Discovery. Springer, 2005.
Morik/etal/2005b	Morik, K. and Schmidt-Traub, H. and Hicking, B. and Kopcke, H. and Mierswa, I.. Optimierung von Aufstellungsentwurfen fur Chemieanlagen. In Industriemanagement, Vol. 21, No. 3, pages 25--28, 2005.
Morik/etal/2005c	Morik, Katharina and Boulicaut, Jean-Francois and Siebes, Arno. Local Pattern Detection. Vol. 3539, Springer, 2005.
Morik/Klingspor/2005a	Morik, Katharina and Klingspor, Volker. Informatik kompakt. Springer, 2005.
Roessler/Morik/2005a	Roessler, Marc and Morik, Katharina. Using Unlabeled Texts for Named-Entity Recognition. In Tobias Scheffer and Stefan R\"uping (editors), ICML Workshop on Multiple View Learning, 2005.
Morik/Koepcke/2004a	Morik, Katharina and Köpcke, Hanna. Analysing Customer Churn in Insurance Data - A Case Study. In Jean-Francois Boulicaut and Floriana Esposito and Fosca Giannotti and Dino Pedreschi (editors), PKDD '04: Proceedings of the 8th European Conference on Principles and Practice of Knowledge Discovery in Databases, Vol. 3202, pages 325--336, New York, NY, USA, Springer, 2004.
Morik/Scholz/2004a	Morik, Katharina and Scholz, Martin. The MiningMart Approach to Knowledge Discovery in Databases. In Ning Zhong and Jiming Liu (editors), Intelligent Technologies for Information Analysis, pages 47--65, Springer, 2004.
Haustein/etal/2003a	Haustein, Stefan and Morik, Katharina and Pleumann, Jorg. The InfoLayer - A Simple Knowledge Management System Put To Use in Academica. In I-Know-03, Springer, 2003.
Rueping/Morik/2003a	Rüping, Stefan and Morik, Katharina. Support Vector Machines and Learning about Time. In IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'03), 2003.
Daniel/etal/2002a	Daniel, G. and Dienstuhl, J. and Engell, S. and Felske, S. and Goser, K. and Klinkenberg, R. and Morik, K. and Ritthoff, O. and Schmidt-Traub, H.. Novel Learning Tasks, Optimization, and Their Application. In Schwefel, H.-P. and Wegener, I. and Weinert, K. (editors), Advances in Computational Intelligence -- Theory and Practice, pages 245--318, Berlin, Germany, Springer, 2002.
Kleiner/etal/2002a	Kleiner, M. and Dirksen, U. and Chatti, K. and Morik, K. and Ritthoff, O.. Online-Regelung fuer das Profilbiegen mit Methoden der Computational Intelligence. In Gronau, N. and Krallmann, H. and Scholz-Reiter, B. (editors), Industrie Management, No. 6, pages 29--32, Berlin, GITO-Verlag, 2002.
Morik/2002a	Morik, Katharina. Detecting Interesting Instances. In Hand, David J. and Adams, Niall M. and Bolton, Richard J. (editors), Proceedings of the ESF Exploratory Workshop on Pattern Detection and Discovery, Vol. 2447, pages 13-23, Berlin, Springer, 2002.
Morik/etal/2002a	Morik, Katharina and Joachims, Thorsten and Imhoff, Michael and Brockhausen, Peter and Rüping, Stefan. Integrating Kernel Methods into a Knowledge-based Approach to Evidence-based Medicine. In Schmitt, Manfred and Teodorescu, Horia-Nicolai and Jain, Ashlesha and Jain, Ajita and Jain, Sandhya and Jain, Lakhmi C. (editors), Computational Intelligence Processing in Medical Diagnosis, Vol. 96, pages 71--99, Physica-Verlag, 2002.
Morik/etal/2002b	Morik, Katharina and Huppe, Christian and Unterstein, Klaus. End-user Access to Multiple Sources - Incorporating Knowledge Discovery into Knowledge Management. In Karagiannis, Reimer (editors), Practical Aspects of Knowledge Management, pages 232 -- 243, Springer, 2002.
Morik/etal/2003c	Morik, Katharina and Huppe, Christian and Unterstein, Klaus. End-user Access to Multiple Sources - Incorporating Knowledge Discovery into Knowledge Management. In Int. Journal of Intelligent Systems in Accounting, Finance, and Management, 2002.
Morik/Rueping/2002a	Morik, Katharina and Rüping, Stefan. A Multistrategy Approach to the Classification of Phases in Business Cycles. In Elomaa, Taprio and Mannila, Heikki and Toivonen, Hannu (editors), Machine Learning: ECML 2002, Vol. 2430, pages 307--318, Berlin, Springer, 2002.
Novak/etal/2002a	Novak, Jasminko and Fleischmann, Monika and Strauss, Wolfgang and Schneider, Martin and Wurst, Michael and Morik, Katharina and Ziegler, Jurgen and Kunz, Christoph. Augmenting the knowledge bandwidth and connecting heterogeneous communities through uncovering tacit knowledge. In Proceedings of the IEEE Workshop on Knowledge Media Networking (KMN 2002), 2002.
Imhoff/etal/2000a	Imhoff, Michael and Gather, Ursula and Morik, Katharina. Dynamic Knowledge Discovery and Validation for Medical Decision Support. In Healthcare Information and Management Society 2000, Dallas, 2000.
Morik/2000a	Morik, Katharina. The Representation Race - Preprocessing for Handling Time Phenomena. In Ramon L\'opez de M\'antaras and Enric Plaza (editors), ECML '00: Proceedings of the 11th European Conference on Machine Learning, Vol. 1810, pages 4--19, Berlin, Heidelberg, New York, Springer, 2000.
Morik/etal/2000a	Morik, Katharina and Imhoff, Michael and Brockhausen, Peter and Joachims, Thorsten and Gather, Ursula. Knowledge Discovery and Knowledge Validation in Intensive Care. In Artificial Intelligence in Medicine, Vol. 19, No. 3, pages 225--249, 2000.
Morik/Haustein/2000a	Morik, Katharina and Haustein, Stefan. The Challenge of Discovering Meta--Data. In Proceedings of the Seventeenth National Conference on Artificial Intelligence, American Association for Artificial Intelligence (AAAI), AAAI press, 2000.
Wrobel/etal/2000a	Wrobel, Stephan and Morik, Katharina and Joachims, Thorsten. Maschinelles Lernen und Data Mining. In G\"orz, G. and Rollinger, C.-R. and Schneeberger, J (editors), Einf\"uhrung in die K\"unstliche Intelligenz, pages 517--597, Oldenburg, 2000.
Kaiser/etal/99a	Kaiser, Michael and Friedrich, Holger and Klingspor, Volker and Morik, Katharina. Learning in Human-Robot Communication. In K. Morik and V. Klingspor and M. Kaiser (editors), Making Robots Smarter -- Combining Sensing and Action through Robot Learning, Kluwer Academic Press, 1999.
Klingspor/Morik/99a	Volker Klingspor and Morik, Katharina. Learning Understandable Concepts for Robot Navigation. In K. Morik and V. Klingspor and M. Kaiser (editors), Making Robots Smarter -- Combining Sensing and Action through Robot Learning, Kluwer, 1999.
Klingspor/Morik/99b	Klingspor, Volker and Morik, Katharina. Towards Concept Formation Grounded on Perception and Action of an Autonomus Mobile Robot. In J. Dean and H. Cruse and H. Ritter (editors), Prerational Intelligence: Adaptive behavior and intelligent systems without symbols and logic. Vol. 2., Vol. 2, Kluwer Press, 1999.
Klingspor/Morik/99c	Volker Klingspor and Morik, Katharina. Learning Operational Concepts as the Basis for Human-Robot Communication. In K. Morik and V. Klingspor and M. Kaiser (editors), Making Robots Smarter -- Combining Sensing and Action through Robot Learning, Kluwer, 1999.
Morik/99b	Katharina Morik. Tailoring Representations to Different Requirements. In Osamu Watanabe and Takashi Yokomori (editors), Algorithmic Learning Theory -- Procs. 10th Int. Conf. ALT99, pages 1 -- 12, Springer, 1999.
Morik/etal/99a	Morik, Katharina and Brockhausen, Peter and Joachims, Thorsten. Combining statistical learning with a knowledge-based approach -- A case study in intensive care monitoring. In ICML '99: Proceedings of the Sixteenth International Conference on Machine Learning, pages 268--277, Bled, Slowenien, Morgan Kaufmann Publishers Inc., 1999.
Morik/etal/99b	K. Morik and V. Klingspor and M. Kaiser (editors). Making Robots Smarter -- Combining Sensing and Action through Robot Learning. Kluwer Academic Press, 1999.
Morik/etal/99c	Morika, Katharina and Pigeotb, Iris and Robers, Ursula. CORA -- A knowledge-based system for the analysis of case-control studies. In Computer Methods and Programs in Biomedicine, Vol. 58, pages 35--50, Amsterdam, Elsevier, 1999.
Morik/Imhoff/99a	Morik, Katharina and Imhoff, Michael. Vergleich medizinischen Wissens und des aus einer intensivmedizinischen Datenbank gewonnenen Wissens am Beispiel des haemodynamischen Monitorings. In W.Kuckelt and K.Hankeln (editors), 9th Int. Symposium on Indensive Care, Lengerich, Berlin, Riga, Scottsdale (Az.), Wien, Zagreb, Pabstscience Publishers, 1999.
Morik/Muehlenbrock/99a	Morik, Katharina and Muehlenbrock, Martin. Conceptual Change in the Explanations of Phenomena in Astronomy. In Daniel Kayser and Stella Vosniadou (editors), Modelling Changes in Understanding, pages 138 -- 167, Pergamon, 1999.
Morik/Wessel/99a	Morik, Katharina and Wessel, Stephanie. Incremental Signal to Symbol Processing. In K. Morik and M. Kaiser and V. Klingspor (editors), Making Robots Smarter -- Combining Sensing and Action through Robot Learning, pages 185 --198, Kluwer Academic Publ., 1999.
Brockhausen/Morik/98a	Brockhausen, Peter and Morik, Katharina. Wissensentdeckung in relationalen Datenbanken: Eine Herausforderung fur das maschinelle Lernen. In Gholamreza Nakhaeizadeh (editors), Data Mining, theoretische Aspekte und Anwendungen, pages 193--211, Physica Verlag, 1998.
Kaiser/etal/98a	Kaiser, Michael and Friedrich, Holger and Klingspor, Volker and Morik, Katharina. Learning in Human-Robot Communication. In V. Klingspor and M. Kaiser and A. Giordana and H. van Brussel (editors), Making Robots Smart -- Behavioral Learning Combines Sensing and Action, pages 129 -- 136, Kluwer Academic Press, 1998.
Muehlenbrock/Morik/98a	Muhlenbrock, Martin and Morik, Katharina. Rekonstruktion des Erwerbs einer Begriffsstruktur zur Erlarung des Tag/Nacht-Zyklus. In Kognitionswissenschaft, Vol. 2, 1998.
Morik/97b	Morik, Katharina. Operationale Beschreibungen des Lernens. In F. Rapp (editors), Die konstruierte Welt -- Theorie als Erzeugungsprinzip, pages 115--129, Projekt Verlag, 1997.
Morik/97c	Morik, Katharina. Knowledge Discovery in Databases -- An Inductive Logic Programming Approach. In Freksa, Jantzen and Valk (editors), Foundations of Computer Science -- Theory, Cognition, Applications, pages 429--436, Springer, 1997.
Morik/Brockhausen/97a	Morik, Katharina and Brockhausen, Peter. A Multistrategy Approach to Relational Knowledge Discovery in Databases. In Machine Learning Journal, Vol. 27, No. 3, pages 287--312, Kluwer, 1997.
Brockhausen/Morik/96a	Brockhausen, Peter and Morik, Katharina. Direct Access of an ILP Algorithm to a Database Management System. In Pfaringer, Bernhard and Furnkranz, Johannes (editors), Data Mining with Inductive Logic Programming (ILP for KDD), pages 95--110, Bari, Italy, 1996.
Klingspor/etal/96a	Klingspor, Volker and Morik, Katharina and Rieger, Anke. Learning Concepts from Sensor Data of a Mobile Robot. In Machine Learning, Vol. 23, No. 2/3, pages 305-332, 1996.
Morik/Brockhausen/96a	Morik, Katharina and Brockhausen, Peter. A Multistrategy Approach to Relational Knowledge Discovery in Databases. In Michalski, Ryszard S. and Wnek, Janusz (editors), Proceedings of the Third International Workshop on Multistrategy Learning (MSL-96), pages 17--27, Palo Alto, AAAI Press, 1996.
Morik/Vosniadou/95a	Morik, Katharina. A Developmental Case Study on Sequential Learning: The Day-Night Cycle. In Peter Reimann and Hans Spada (editors), Learning in Humans and Machines - Towards an Interdisciplinary Learning Science, pages 212 -- 227, Elsevier, 1996.
Dillmann/etal/95a	Dillmann, R. and Kaiser, M. and Klingspor, V. and Morik, K. and Wallner, F.. Teaching and Understanding Intelligent Service Robots -- A Machine Learning Approach. In Procs. Workshop 8: Information Processing for Intelligent Service Robots, KI-95, 1995.
Klingspor/Morik/95a	Klingspor, Volker and Morik, Katharina. Towards Concept Formation Grounded on Perception and Action of a Mobile Robot. In U. Rembold and R. Dillmann and L.O. Hertzberger and T. Kanade (editors), IAS--4, Proc. of the 4th Intern. Conference on Intelligent Autonomous Systems, pages 271--278, Amsterdam, IOS Press, 1995.
Lindner/Morik/95a	Lindner, Guido and Morik, Katharina. Coupling a Relational Learning Algorithm with a Database System. In Kodratoff and Nakhaeizadek and Taylor (editors), Statistics, Machine Learning, and Knowledge Discovery in Databases, pages 163 - 168, MLnet, 1995.
Morik/95a	Morik, Katharina. Maschinelles Lernen. In Gorz, Gunther (editors), Einfuhrung in die Kunstliche Intelligenz, pages 243-297, Bonn, Germany, Addison-Wesley, 1995.
Morik/Lindner/95a	Morik, Katharina and Lindner, Guido. Coupling a Relational Learning Algorithm with a Database System. In Yves Kodratoff and Gholemreza Nakhaeizadeh and Charles Taylor (editors), Statistics, Machine Learning and Knowledge Discovery in Databases, Crete, Greece, ML--Net Familiarization Workshop, 1995.
Kietz/Morik/94a	Kietz, Jorg-Uwe and Morik,Katharina. A Polynomial Approach to the Constructive Induction of Structural Knowledge. In Machine Learning Journal, Vol. 14, No. 2, pages 193 -- 217, GMD (German Natl. Research Center for Computer Science), P.O.Box 1240, W-5205 St. Augustin 1, Germany, 1994.
Klingspor/Morik/94a	Klingspor, Volker and Morik, Katharina. Towards Concept Formation Grounded on Perception and Action of an Autonomous Mobile Robot. In Conf. on Prerational Intelligence in Robotics: From Sensorimotor Intelligence to Collective Behavior, pages 85--95, Center for Interdisciplinary Research, University of Bielefeld, Germany, 1994.
Morik/94a	Morik, Katharina. Balanced Cooperative Modeling. In Ryszard Michalski and Gheorghe Tecuci (editors), Machine Learning -- A Multistrategy Approach, Vol. 4, pages 295--318, Morgan Kaufmann, 1994.
Morik/94b	Morik, Katharina. KI und Neuroinformatik. In Fedrowitz, J. and Matejovski, D. and Kaiser, G. (editors), Zukunftsfragen der Hirnforschung, Campusverlag, 1994.
Morik/etal/94a	Morik, Katharina and Potamias, George and Moustakis, Vassilis and Charissis, George. Knowledgeable Learning Using MOBAL: A Medical Case Study. In Applied Artificial Intelligence, Vol. 8, No. 4, pages 579--592, 1994.
Sommer/etal/94a	Sommer,Edgar and Morik, Katharina and Andre, Jean-Michel and Uszinsky, Marc. What Online Machine Learning Can Do For Knowledge Acquisition - A Case Study. In Knowledge Acquisition, Vol. 6, No. 4, pages 435 -- 460, 1994.
Morik/93a	Morik, Katharina. Balanced Cooperative Modeling. In Machine Learning, Vol. 11, pages 217--235, 1993.
Morik/93b	Morik, Katharina. Maschinelles Lernen. In Gunther Gorz (editors), Einfuhrung in die Kunstliche Intelligenz, Addison Wesley, 1993.
Morik/93d	Morik, Katharina. Overview of Logic-based Learning in Germany. In 8. Deutsch-Japanisches Forum Informationstechnologie, 1993.
Morik/etal/93a	Morik, Katharina and Wrobel, S. and Kietz, Jorg-Uwe and Emde, W.. Knowledge Acquisition and Machine Learning - Theory, Methods, and Applications. London, Academic Press, 1993.
Morik/etal/93b	Morik, Katharina and Potamias, George and Moustakis, Vassilis and Charissis, George. Knowledgeable Learning Using MOBAL - A Case Study on a Medical Domain. In Yves Kodratoff and Pat Langley (editors), Proceedings of the Applications Workshop at ECML, 1993.
Morik/etal/93c	Morik, Katharina and Potamias, George and Moustakis, Vassilis and Charissis, George. Using Model-Based Learning to Support Clinical Decision Making - A Case Study. In 4th Conference on Artificial Intelligence in Medicine Europe, 1993.
Morik/Rieger/93a	Katharina Morik and Anke Rieger. Learning Action-Oriented Perceptual Features for Robot Navigation. In Attilio Giordana (editors), Learning Robots -- Proceedings of ECML Workshop, 1993.
Morik/92a	Morik, Katharina. Applications of Machine Learning. In Thomas Wetter and Klaus-Dieter Althoff and John Boose and Brian Gaines (editors), Current Developments in Knowledge Acquisition - EKAW92, Vol. 599, pages 9--13, Springer, 1992.
Kietz/Morik/91a	Kietz, Jorg-Uwe and Morik, Katharina. Constructive Induction of Background Knowledge. In Proceedings of the Workshop W8 at the 12th IJCAI--91: Evaluating and Changing Representations in Machine Learning, 1991.
Morik/91b	Morik, Katharina. Underlying Assumptions of Knowledge Acquisition and Machine Learning. In Knowledge Acquisition, Vol. 3, pages 137--156, 1991.
Morik/91d	Morik, Katharina. Machine Learning Toolbox. In KI - Kunstliche Intelligenz, Vol. 5, No. 1, pages 34--36, 1991.
Morik/91f	Morik, Katharina. Maschinelles Lernen in Deutschland. In KI - Kunstliche Intelligenz, Vol. 5, No. 1, pages 32--34, 1991.
Morik/etal/91a	Morik, K. and Causse, K. and Boswell, R.. A Common Knowledge Representation Integrating Learning Tools. In Proc. of the 1st International Workshop on Multistrategy Learning, Harpers Ferry, 1991.
Morik/90b	Morik, Katharina. Integrating manual and automatic knowledge acquisition -- BLIP. In Readings in Knowledge Acquisition: Current Practices and Trends, pages 213--232, New York [u.a.], Horwood, 1990.
Emde/Morik/89a	Emde, Werner and Morik, Katharina. Consultation-independent learning in BLIP. In Kodratoff, Yves and Hutchinson, Alan (editors), Machine and Human Learning, pages 93--104, East Wittering, England, Michael Horwood Publ., 1989.
Morik/89a	Morik, Katharina. Integration Issues in Knowledge Acquisition Systems. In ACM Sigart Newsletter, Vol. 108, pages 124--131, 1989.
Morik/89c	Morik, Katharina. Sloppy Modeling. In Morik, Katharina (editors), Knowledge Representation and Organization in Machine Learning, pages 107--134, Berlin, New York, Springer, 1989.
Morik/Kietz/89b	Morik, Katharina and Kietz, Jorg-Uwe. A Bootstrapping Approach to Conceptual Clustering. In Proc. Sixth Intern. Workshop on Machine Learning, 1989.
Morik/88a	Morik, Katharina. Acquiring Domain Models. In John Boose and Brian Gaines (editors), Knowledge Acquisition Tools for Expert Systems, Academic Press, 1988.
Morik/87b	Morik, Katharina. User Models and Conversational Settings -- Modelling the User's Wants. In Wahlster, W. and Kobsa, A. (editors), User Models in Dialog Systems, pages 364--385, Springer, 1987.
Morik/87d	Morik, Katharina. Acquiring Domain Models. In Intern. Journal of Man Machine Studies, Vol. 26, pages 93--104, 1987.
Morik/86a	Morik, Katharina. Acquiring Domain Models. In International Journal of Man-Machine Studies, 1986.
Busemann/etal/85a	Busemann, S. and Hoeppner, W. and Marburger, H. and Morik, K.. Representing and Processing Copula and Full-Verb Sentences in HAM-ANS. In GWAI-85. German Workshop on Artificial Intelligence, 1985.
Morik/85a	Morik, Katharina. Ansatze der sprachorientierten KI-Forschung. In LDV-Forum, No. 2, 1985.
Morik/85b	Morik, Katharina. Partnermodellierung in Beratungsdialogen. In Sprachverarbeitung in Information und Dokumentation 10. Jahrestagung der Gesellschaft fur Linguistische Datenverarbeitung, 1985.
Morik/85c	Morik, Katharina. User Modelling, Dialog Structure, and Dialog Strategy in HAM-ANS. In Procs. of 2nd EACL, 1985.
Morik/Rollinger/85a	Morik, K. and Rollinger, C.-R.. The Real Estate Agent - Modeling Users by Uncertain Reasoning. In The AI Magazine, pages 44--52, 1985.
Hoeppner/etal/84a	Hoeppner, Wolfgang and Morik, Katharina and Marburger, Heinz. Talking it Over: The Natural Language Dialog System HAM-ANS. In Leonard Bolc and Matthias Jarke (editors), Cooperative Interfaces to Information Systems, pages 189--258, Springer, 1984.
Morik/84a	Morik, K.. Partnermodellierung und Interessenprofile bei Dialogsystemen der Kunstlichen Intelligenz. In Claus--Rainer Rollinger (editors), Probleme des (Text)-Verstehens. Ansatze der Kunstlichen Intelligenz, pages 249--264, 1984.
Morik/84b	Morik, Katharina. Customers' Requirements for Natural Language Systems: Results of an Inquiry. In International Journal of Man Machine Studies, 1984.
Hoeppner/etal/83a	Hoeppner, Wolfgang and Morik, Katharina. Das Dialogsystem HAM-ANS: Worauf basiert es, wie funktioniert es und wem antwortet es?. In Linguistische Berichte, No. 88, 1983.
Hoeppner/etal/83b	Hoeppner, Wolfgang and Christaller, Thomas and Marburger, Heinz and Morik, Katharina and Nebel, Bernhard and O'Leary, Mike and Wahlster, Wolfgang. Beyond Domain-Independence: Experience with the Development of a German Language Access System to Highly Diverse Background Systems. In Procs. of the 8th IJCAI, 1983.
Morik/83a	Morik, Katharina. Demand and Requirements for Natural Language Systems -- Results of an Inquiry. In Proceedings of the 8th International Joint Conference on Artificial Intelligence (IJCAI), 1983.
Morik/Rollinger/83a	Morik, Katharina and Rollinger, Claus-Rainer. Partnermodellierung im Evidenzraum. In GWAI-83. 7th German Workshop on Artificial Intelligence, 1983.
Christaller/etal/82a	Christaller,T. and von Hahn, W. and Hoeppner, W. and Marburger, H. and Morik, K.. Wissensbasierter naturlichsprachlicher Zugang zu unterschiedlichen Diskursbereichen mit dem KI-System HAM-ANS. In R. Slama (editors), Workshop Sprachverarbeitung, Gesellschaft fur Mathematik und Datenverarbeitung, Bonn, Addison-Wesley, 1982.
Morik/82a	Morik, Katharina. Uberzeugungssysteme der Kunstlichen Intelligenz. Validierung vor dem Hintergrund linguistischer Theorien uber implizite Ausserungen. Tubingen, Max Niemeyer, 1982.
Morik/81b	Morik, Katharina. Verarbeitung von externer und interner Situation in Uberzeugungssystemen. In Siekmann, Jorg H. (editors), German Workshop on Artificial Intelligence GWAI--81, No. 47, pages 287--296, Berlin u.a., Springer, 1981.

Software

• TaCl-Extension (RM5)

Software

• MOBAL - GMD
• MiningMart
• RapidMiner

Supervised Master's Theses

• Adaptives Scheduling für verteiltes Data Mining (Martens, Maxim)
• Analyse von Bestelldaten im Hinblick auf Taxonomien (Kuferstein, Igor)
• Analyse von Betriebssystem-Logdateien (Matuszewski, Andrea)
• Analyse von IceCube-Daten und Vergleich von Voting-Mechanismen für Random Forest (Brügge, Kai)
• Analyse von Krankenkassendaten in Kooperation mit ISC West (Czerniejewski, Alice)
• Analyse von Röntgenbildern (Luhle, Iris)
• Analyse von Transaktionsdaten der Telekommunikation unter Einbeziehung von Hintergrundwissen (Bruns, Nicolas)
• Analyse von Wirtschaftsdaten des Sozio-Oekonomischen Panels (Malbrecht, Tobias)
• Analyse zeitlicher Daten am Beispiel der Versicherungswirtschaft (Fisseler, Jens)
• Annehmbarkeit verschiedener Verfahren zur Wissensentdeckung auf E-Commerce Daten (Neifach, Marina)
• Anomalie-Erkennung in Web-Anwendungen (Bockermann, Christian)
• Aufstellungsoptimierung von Chemieanlagen mit evolutionären Algorithmen (Geisbe, Thorsten)
• Automatische Datenpfadanalyse in Computernetzwerken mit Methoden der künstlichen Intelligenz (Graf, Michael)
• Automatischer Aufbau einer Produkt-Datenbank mit Hilfe von Information Extraction (Marinov, Tchavdar)
• Automatisierte Merkmalsextraktion aus Audiodaten (Mierswa, Ingo)
• Automatisierte WWW-Veröffentlichung auf der Basis formaler Auszeichnungssprachen (Mintert, Stefan)
• Benutzer geführtes Lernen von Dokument-Strukturauszeichnungen aus Formatierungsmerkmalen (Hueppe, Christian)
• Benutzergeleitetes Clustering von Musikdaten (Heinle, Eduard)
• Beschreibung von Web-Nutzungsverhalten unter Verwendung von Data Mining Techniken (Alesker, Irina)
• Clustering von Forenbeiträgen zur Erstellung von FAQs (Hennig, Sascha)
• Computerunterstützte Analyse von Mammographie-Aufnahmen (Faber, Vanessa)
• Datenaggregation von Betriebssystemdaten durch Hierarchical Heavy Hitters (Fricke, Peter)
• Datengestützte Segmentierung von Audiodaten (Daxenberger, Alexander)
• Diagnostik von Telekommunikationsanlagen mit Methoden des maschinellen Lernens (Leibel, Wilhelm)
• Die Relevanz bestimmter Exone für die Überlebensprognose beim Neuroblastom (Bützken, Miriam)
• Effiziente Entdeckung unabhängiger Subgruppen in großen Datenbanken (Dach, Dirk)
• Ein Algorithmus zur Lösung des Farthest-Pair-Problems (Stolpe, Marco)
• Ein Multiagentensystem zur Erstellung eines persönlichen Pressespiegels (Veltmann, Georg)
• Ein lernender Agent zur kooperativen Erstellung und Verwaltung von themenorientierten Dokumentdatenbanken (Bordihn, Christian)
• Eine Umgebung zur Informationsextraktion aus Geschaeftsbriefen (Helbig, Benjamin)
• Entdeckung häufiger Episoden und repräsentativer Episode-Regeln in Ereignis-Sequenzen (Shaabani, Nuhad)
• Entwicklung eines Agenten zur Unterstützung der Umformatierung von Literaturhinweisen (Mansfeld, Eckart)
• Entwicklung eines Annotierungswerkzeuges für Musikdaten (Reppel, Niklas)
• Entwicklung eines Verfahrens zur statistischen Stabilitätsanalyse beim Roboterpalettieren (Rudermann, Mykhaylo)
• Entwicklung und Realisierung eines Konzepts zum Lesen der Beschriftung von Mikrochips (Knappmann, Stefan)
• Entwicklung von Optimierungsverfahren für das Lösen verschiedener Lernaufgaben mit der Stützvektormethode (Blom, Hendrik)
• Entwicklung, Anwendung und Auswertung eines on-line Fragebogens zur Evaluation der Universitätsverwaltung durch die Wissenschaftler (Jost, Jana Alexandra)
• Erstellung eines XML Adapters zur dynamischen Verarbeitung von ROOT-Daten (Schwacke, Marina)
• Erweiterung evolutionärer Merkmalskonstruktionen um Case Base Retrieval (Nöthe, Michael)
• Fallstudie zur multi-relationalen Aufbereitung für die Wissensentdeckung in Datenbanken (Flick, Holger)
• Filterung von Ergebnislisten von Suchmaschinen (Basmaci, Norbert)
• Finden interessanter Filmempfehlungen durch Maschinelles Lernen (Alberts, Rüdiger)
• Gamma-Hadron-Separation im MAGIC-Experiment durch verteilungsgestütztes Sampling (Helf, Marius)
• Hypertexterzeugung gemäßig; verschiedener Lehrtheorien anhand einer allgemeinen Repräsentation für Lehrbücher (Thomas, Moritz)
• Häufigkeitsbasierte Merkmalsgenerierung für die Wissensentdeckung in Datenbanken (Köpcke, Hanna)
• Informationsextraktion durch Zusammenfassung maschinell selektierter Textelemente (Euler, Timm)
• Insolvenzprognose anhand von betriebswirtschaftlichen Kennzahlen (Drozdzynski, Maik)
• Intelligente Datenvisualisierung zur Qualitätskontrolle medizinischer Therapien (Mentel, Ulla)
• Lokale Modelle in Jahresabschlussdaten (Liebe, Miguel)
• Lokalle Modellierung zur Zeitreihenprognose (Scheidler, Anne)
• Maschinelle Lernverfahren für kollaboratives Tagging (Kaspari, Andreas)
• Maschinelle Lernverfahren zum adaptiven Informationsfiltern bei sich verändernden Konzepten (Klinkenberg, Ralf)
• Merkmalsgenerierung für die Ähnlichkeitsbewertung auf heterogenen Dokumentenkollektionen zur Personalisierung von Kollektionsübersichten (Vafiadis, Damianos)
• Modellierung eines intensivmedizinischen Behandlungsprotokolls zur Validierung anhand realer Patientendaten (Scholz, Martin)
• Named Entity Recognition mit Conditional Random Fields (Jungermann, Felix)
• Outlier Detection in Newsforen (Deutsch, Stephan)
• Pagetracker -- ein Agent zum Wiederauffinden von Webseiten mit intelligenten Suchanfragen (Malzahn, Nils)
• Performanceuntersuchungen bei der Integration von Enterprise Java Beans im SAP Web Application Server (Tchoutono, Carine)
• Plant Asset Management unterstützt durch empirische Datenanalyse (Pawlenko, Andrej)
• Preis- und Trendvorhersagen auf Energiemarktdaten (Heering, Oliver)
• Probabilistische Kernmethoden (Kasprzak, Piotr)
• Produktionsplanung mit Hilfe von Multiagentensystemen (Lüdecke, Sascha)
• Relation Extraction zur Ergänzung deutschsprachiger Firmendossiers (Had, Martin)
• Schema-Abbildungen für die Falladaption in MiningMart (Wagner, Markus)
• Schwarmintelligenz in Computerspielen - Einsatzgebiet Articial Life (Becker, Sven)
• Subspace Clustering mit parallelen häufigen Mengen (Skirzynski, Marcin)
• URL-Checker- ein Agent zur intelligente seiteninhaltsbasierte URL-Überprüfung (Masloch, Andre)
• Validierung und Regelrevision in einem wissensbasierten System zur Layoutplanung von Chemieanlagen (Schröder, Andreas)
• Verkehrsvorhersage unter Verwendung von Methoden des maschinellen Lernens (Kokott, Markus)
• Visualisierung und Verstehen hochdimensionaler Entscheidungsmodelle mit Self-Organizing Maps (Land, Sebastian)
• Visualisierung von Support Vector Machines (Hakenjos, Daniel)
• Wissensentdeckung in Datenbanken mit dynamischer Anpassung des Hypothesentests (Münstermann, Dirk)
• Überprüfung in der multilingualen Textklassifikation (Banken, Michael)