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Biologically Inspired Clustering: Comparing the Neural and Immune Paradigms

, , and . Proceedings of NICSO 2007 Workshop on Nature Inspired Cooperative Strategies for Optimization, Acireale, Italy, (November 2007)in press.

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Newsgroup Exploration with WEBSOM Method and Browsing Interface, , , and . Report, A32. Laboratory of Computer and Information Science, Faculty of Information Technology, Helsinki University of Technology, (1996)Self-Organizing Maps of Very Large Document Collections: Justification of the WEBSOM Method, , , and . Classification, Data Analysis, and Data Highways, Springer, Berlin, (1998)Philosophical Aspects of Neural, Probabilistic and Fuzzy Modeling of Language Use and Translation.. IJCNN, page 2881-2886. IEEE, (2007)Self-Organizing Neural Network Models for State Anticipatory Systems, and . Computing Anticipatory Systems (CASYS'05), Liège, Belgium, American Institute of Physics, Woodbury, New York, (August 2005)Received Best Paper Award.Combination of Neural and Evolutionary Methods for Data Organization., and . FODO, page 20-25. (1998)WEBSOM - Self-organizing maps of document collections., , , and . Neurocomputing, 21 (1-3): 101-117 (1998)Semantic analysis in word vector spaces with ICA and feature selection., , and . KONVENS, volume 5 of Scientific series of the ÖGAI, page 98-107. ÖGAI, Wien, Österreich, (2012)Probabilistic Text Change Detection Using an Immune Model., and . IJCNN, page 1109-1114. IEEE, (2007)Kohonen network., and . Scholarpedia, 2 (1): 1568 (2007)On the Quantization Error in SOM vs. VQ: A Critical and Systematic Study., , and . WSOM, volume 5629 of Lecture Notes in Computer Science, page 133-144. Springer, (2009)