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Publications

• Fuzzy-Clusteranalyse: Methoden zur Exploration von Daten mit fehlenden Werten sowie klassifizierten Daten
  Heiko Timm
  Dissertation, Otto-von-Guericke-Universität Magdeburg, Germany, 2002.
• An Extension of Partially Supervised Fuzzy Cluster Analysis.
  Heiko Timm, Frank Klawonn, and Rudolf Kruse.
  Proc. of International Conf. of the North American Fuzzy Information Processing Society (NAFIPS-FLINT 2002, New Orleans, LA). IEEE Press, Piscataway, NJ, USA 2002.
• Fuzzy-Clusteranalyse von Daten mit fehlenden Werten.
  Heiko Timm, Christian Döring, and Rudolf Kruse.
  Unschärfe in Wirtschaft und Technik, Tagungsband zum 5. Göttinger Symposium Soft Computing, pp. 99-112.
  J. Biethahn, J. Kuhl, and A. Lackner, eds.
  AFN, Germany, 2002.
• A Modification to Improve Possibilistic Fuzzy Cluster Analysis.
  Heiko Timm and Rudolf Kruse.
  Proc. of IEEE International Conference on Fuzzy Systems (FUZZ-IEEE'02, Honolulu, HI), CD-ROM.
  IEEE Press, Piscataway, NJ, USA 2002.
• Fuzzy Cluster Analysis with Cluster Repulsion.
  Heiko Timm, Christian Borgelt, Christian Döring, and Rudolf Kruse.
  Proc. European Symposium on Intelligent Technologies, Hybrid Systems and their implementation on Smart Adaptive Systems (eunite'01, Puerto de la Cruz, Tenerife, Spain), CD-ROM.
  Verlag Mainz, Aachen, Germany, 2001.
• Probabilistic Networks and Fuzzy Clustering as Generalizations of Naive Bayes Classifiers.
  Christian Borgelt, Heiko Timm, and Rudolf Kruse.
  Computational Intelligence in Theory and Practice
  (Advances in Soft Computing), pp. 121-138.
  Bernd Reusch and Karl-Heinz Temme, eds.
  Physica-Verlag, Heidelberg, Germany, 2001.
• Fuzzy Cluster Analysis of Classified Data.
  Heiko Timm.
  Proc. Joint 9th IFSA World Congress and 20th International Conf. of the North American Fuzzy Information Processing Society (NAFIPS01).
  Vancouver, Canada, 2001.
• Segmentierende und clusterbildende Methoden.
  Johannes Grabmeier, Joachim Buhmann, Rudolf Kruse, and Heiko Timm.
  Handbuch Data Mining im Marketing. Knowledge Discovery in Marketing Databases.
  Hajo Hippner, Ulrich Küsters, and Matthias Meyer, eds.
  Vieweg, Wiesbaden, 2001.
• Kapitel 9: Unsicheres und vages Wissen.
  Christian Borgelt, Heiko Timm and Rudolf Kruse.
  Einführung in die Künstliche Intelligenz (3.Auflage), pp. 291-347.
  G. Görz, C.-R. Rollinger and J. Schneeberger, eds.
  Addison-Wesley, Bonn, Germany 2000.
• Advanced Fuzzy Clustering and Decision Tree Plug-Ins for DataEngine.
  Christian Borgelt and Heiko Timm.
  Intelligent Systems and Soft Computing, pp. 188-212.
  B. Azvine, N. Azarmi, and D. Nauck, eds.
  LNCS 1804, Springer, London, United Kingdom 2000.
• Using Fuzzy Clustering to Improve Naive Bayes Classifiers and Probabilistic Networks.
  Christian Borgelt, Heiko Timm, and Rudolf Kruse.
  Proc. 8th IEEE International Conference on Fuzzy Systems (FUZZ-IEEE'00, San Antonio, TX), CD-ROM.
  IEEE Press, Piscataway, NJ, USA 2000.
• OR Software: Data Engine.
  Andreas Nürnberger and Heiko Timm.
  OR Spektrum 21(3), pp. 305-313, Springer, 1999.
• Different Approaches for Fuzzy Cluster Analysis with Missing Values.
  Heiko Timm and Frank Klawonn.
  Proceedings of 7th European Congress on Intelligent Techniques & Soft Computing CD-ROM.
  Aachen, Germany, 1999.
• A Fuzzy Cluster Analysis Plug-In for DataEngine.
  Heiko Timm.
  Proc. 6th European Congress on Intelligent Techniques and Soft Computing (EUFIT '98), pp. 1304-1308.
  Aachen, Germany, 1998.
• Classification of Data with Missing Values.
  Heiko Timm and Frank Klawonn.
  Proc. 6th European Congress on Intelligent Techniques and Soft Computing (EUFIT '98), pp. 1304-1308.
  Aachen, Germany, 1998.
• Fuzzy Cluster Analysis with Missing Values.
  Heiko Timm and Rudolf Kruse.
  Proc. 17th International Conf. of the North American Fuzzy Information Processing Society (NAFIPS98), pp. 242-246.
  Pensacola, FL, USA, 1998.
• Fuzzy-Clusteranalyse mit DataEngine.
  Heiko Timm and Rudolf Kruse
  Proc. 4. DataEngine User Meeting Aachen, Germany, 1998.
• Fuzzy Shell Cluster Analysis.
  Frank Klawonn, Rudolf Kruse, and Heiko Timm.
  Learning Networks and Statistics., pp. 105-120.
  G. Della Riccia, H.-J. Lenz, and R. Kruse.
  Springer, New York, Berlin, 1997.
• Flexible Fuzzy Clustering for Data Analysis as a Plug-In Library for Data Engine.
  Heiko Timm, Rudolf Kruse, Detlef Nauck, and Frank Klawonn.
  Proc. 1st International Data Analysis Symposium. , pp. 67-71
  Aachen, Germany, 1997.
• Object Recognition with Fuzzy Shell Cluster Analysis.
  Heiko Timm and Frank Klawonn.
  Proc. 5th European Congress on Intelligent Techniques and Soft Computing (EUFIT '97), pp. 1039-1043.
  Aachen, Germany, 1997.
• Fuzzy-Methoden zur Erkennung von komplexen Objekten in Bildern.
  Heiko Timm.
  Diplomarbeit, Technical University of Braunschweig, Germany, 1996.