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Word Category Maps based on Emergent Features Created by ICA

, and . Proceedings of the STeP'2004 Cognition + Cybernetics Symposium, page 173--185. Finnish Artificial Intelligence Society, (2004)

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Philosophical Aspects of Neural, Probabilistic and Fuzzy Modeling of Language Use and Translation.. IJCNN, page 2881-2886. IEEE, (2007)Combination of Neural and Evolutionary Methods for Data Organization., and . FODO, page 20-25. (1998)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)Probabilistic Text Change Detection Using an Immune Model., and . IJCNN, page 1109-1114. 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.Emergence of Linguistic Features: Independent Component Analysis of Contexts, , and . Proceedings of NCPW9, Neural Computation and Psychology Workshop, page 129--138. (2004)Contextual Relations of Words in Grimm Tales, Analyzed by Self-Organizing Map, , and . Proc. ICANN'95, International Conference on Artificial Neural Networks, II, page 3--7. Nanterre, France, EC2, (1995)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)Assessing user-specific difficulty of documents, , and . Information Processing & Management, 49 (1): 198 - 212 (2013)