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| 2012 | ||
|---|---|---|
| 44 | Mari-Sanna Paukkeri, Alberto Pérez García-Plaza, Víctor Fresno, Raquel Martínez-Unanue, Timo Honkela: Learning a taxonomy from a set of text documents. Appl. Soft Comput. 12(3): 1138-1148 (2012) | |
| 2011 | ||
| 43 | Jorma Laaksonen, Timo Honkela: Advances in Self-Organizing Maps - 8th International Workshop, WSOM 2011, Espoo, Finland, June 13-15, 2011. Proceedings Springer 2011 | |
| 42 | Timo Honkela, Wlodzislaw Duch, Mark A. Girolami, Samuel Kaski: Artificial Neural Networks and Machine Learning - ICANN 2011 - 21st International Conference on Artificial Neural Networks, Espoo, Finland, June 14-17, 2011, Proceedings, Part I Springer 2011 | |
| 41 | Timo Honkela, Wlodzislaw Duch, Mark A. Girolami, Samuel Kaski: Artificial Neural Networks and Machine Learning - ICANN 2011 - 21st International Conference on Artificial Neural Networks, Espoo, Finland, June 14-17, 2011, Proceedings, Part II Springer 2011 | |
| 40 | Mari-Sanna Paukkeri, Ilkka Kivimäki, Santosh Tirunagari, Erkki Oja, Timo Honkela: Effect of Dimensionality Reduction on Different Distance Measures in Document Clustering. ICONIP (3) 2011: 167-176 | |
| 39 | He Zhang, Eimontas Augilius, Timo Honkela, Jorma Laaksonen, Hannes Gamper, Henok Alene: Analyzing Emotional Semantics of Abstract Art Using Low-Level Image Features. IDA 2011: 413-423 | |
| 38 | Yasir Mehmood, Mudassar Abbas, Xi Chen, Timo Honkela: Self-Organizing Maps of Nutrition, Lifestyle and Health Situation in the World. WSOM 2011: 160-167 | |
| 37 | Timo Honkela, Jorma Laaksonen, Hannele Törrö, Juhani Tenhunen: Media Map: A Multilingual Document Map with a Design Interface. WSOM 2011: 247-256 | |
| 2010 | ||
| 36 | Petri Paju, Eric Malmi, Timo Honkela: Text Mining and Qualitative Analysis of an IT History Interview Collection. History of Nordic Computing 2010: 433-443 | |
| 35 | Timo Honkela, Tiina Lindh-Knuutila, Krista Lagus: Measuring Adjective Spaces. ICANN (1) 2010: 351-355 | |
| 34 | Ilkka Kivimäki, Krista Lagus, Ilari T. Nieminen, Jaakko J. Väyrynen, Timo Honkela: Using Correlation Dimension for Analysing Text Data. ICANN (1) 2010: 368-373 | |
| 33 | Jorge Ramón Letosa, Timo Honkela: Elementary Logical Reasoning in the SOM Output Space. ICANN (2) 2010: 432-437 | |
| 32 | Mari-Sanna Paukkeri, Alberto Pérez García-Plaza, Sini Pessala, Timo Honkela: Learning taxonomic relations from a set of text documents. IMCSIT 2010: 105-112 | |
| 31 | Matti Pöllä, Timo Honkela: Negative Selection of Written Language Using Character Multiset Statistics. J. Comput. Sci. Technol. 25(6): 1256-1266 (2010) | |
| 30 | Timo Honkela, Aapo Hyvärinen, Jaakko J. Väyrynen: WordICA - emergence of linguistic representations for words by independent component analysis. Natural Language Engineering 16(3): 277-308 (2010) | |
| 29 | Amaury Lendasse, Timo Honkela, Olli Simula: European Symposium on Times Series Prediction. Neurocomputing 73(10-12): 1919-1922 (2010) | |
| 2009 | ||
| 28 | Timo Honkela: Conceptual Autonomy of Agents. ICAART 2009: 9-9 | |
| 27 | Mark van Heeswijk, Yoan Miche, Tiina Lindh-Knuutila, Peter A. J. Hilbers, Timo Honkela, Erkki Oja, Amaury Lendasse: Adaptive Ensemble Models of Extreme Learning Machines for Time Series Prediction. ICANN (2) 2009: 305-314 | |
| 26 | Teuvo Kohonen, Ilari T. Nieminen, Timo Honkela: On the Quantization Error in SOM vs. VQ: A Critical and Systematic Study. WSOM 2009: 133-144 | |
| 25 | Pyry Niemelä, Timo Honkela: Analysis of Parliamentary Election Results and Socio-Economic Situation Using Self-Organizing Map. WSOM 2009: 209-218 | |
| 24 | Timo Honkela, Matti Pöllä: Concept Mining with Self-Organizing Maps for the Semantic Web. WSOM 2009: 98-106 | |
| 2008 | ||
| 23 | Mari-Sanna Paukkeri, Ilari T. Nieminen, Matti Pöllä, Timo Honkela: A Language-Independent Approach to Keyphrase Extraction and Evaluation. COLING (Posters) 2008: 83-86 | |
| 22 | Timo Honkela, Sami Virpioja, Jaakko J. Väyrynen: Adaptive Translation: Finding Interlingual Mappings Using Self-Organizing Maps. ICANN (1) 2008: 603-612 | |
| 21 | Markus Sadeniemi, Kimmo Kettunen, Tiina Lindh-Knuutila, Timo Honkela: Complexity of European Union Languages: A comparative approach. Journal of Quantitative Linguistics 15(2): 185-211 (2008) | |
| 2007 | ||
| 20 | Jaakko J. Väyrynen, Lasse Lindqvist, Timo Honkela: Sparse Distributed Representations for Words with Thresholded Independent Component Analysis. IJCNN 2007: 1031-1036 | |
| 19 | Matti Pöllä, Timo Honkela: Probabilistic Text Change Detection Using an Immune Model. IJCNN 2007: 1109-1114 | |
| 18 | Tarja Knuuttila, Anna-Mari Rusanen, Timo Honkela: Self-Organizing Maps as Traveling Computational Templates. IJCNN 2007: 1231-1236 | |
| 17 | Timo Honkela: Philosophical Aspects of Neural, Probabilistic and Fuzzy Modeling of Language Use and Translation. IJCNN 2007: 2881-2886 | |
| 16 | Matti Pöllä, Timo Honkela, Xiao Zhi Gao: Biologically Inspired Clustering: Comparing the Neural and Immune Paradigms. NICSO 2007: 179-188 | |
| 15 | Teuvo Kohonen, Timo Honkela: Kohonen network. Scholarpedia 2(1): 1568 (2007) | |
| 2006 | ||
| 14 | Mats Sjöberg, Ville Viitaniemi, Jorma Laaksonen, Timo Honkela: Analysis of Semantic Information Available in an Image Collection Augmented with Auxiliary Data. AIAI 2006: 600-608 | |
| 13 | Tiina Lindh-Knuutila, Timo Honkela, Krista Lagus: Simulating Meaning Negotiation Using Observational Language Games. EELC 2006: 168-179 | |
| 12 | Kimmo Kettunen, Markus Sadeniemi, Tiina Lindh-Knuutila, Timo Honkela: Analysis of EU Languages Through Text Compression. FinTAL 2006: 99-109 | |
| 11 | Mats Sjöberg, Jorma Laaksonen, Matti Pöllä, Timo Honkela: Retrieval of Multimedia Objects by Combining Semantic Information from Visual and Textual Descriptors. ICANN (2) 2006: 75-83 | |
| 1999 | ||
| 10 | Timo Honkela: Connectionist Analysis and Creation of Context for Natural Language Understanding and Knowledge Management. CONTEXT 1999: 479-482 | |
| 9 | Aapo Hyvärinen, Timo Honkela: Emotional Disorders in Autonomous Agents? ECAL 1999: 350-354 | |
| 8 | Krista Lagus, Timo Honkela, Samuel Kaski, Teuvo Kohonen: Websom for Textual Data Mining. Artif. Intell. Rev. 13(5-6): 345-364 (1999) | |
| 1998 | ||
| 7 | Timo Honkela: Kohonen's Self-Organizing Maps for Intelligent Systems Development. FODO 1998: 13-19 | |
| 6 | Catherine Bounsaythip, Timo Honkela: Combination of Neural and Evolutionary Methods for Data Organization. FODO 1998: 20-25 | |
| 5 | Timo Honkela: Self-Organizing Maps in Symbol Processing. Hybrid Neural Systems 1998: 348-362 | |
| 4 | Samuel Kaski, Timo Honkela, Krista Lagus, Teuvo Kohonen: WEBSOM - Self-organizing maps of document collections. Neurocomputing 21(1-3): 101-117 (1998) | |
| 1996 | ||
| 3 | Teuvo Kohonen, Samuel Kaski, Krista Lagus, Timo Honkela: Very Large Two-Level SOM for the Browsing of Newsgroups. ICANN 1996: 269-274 | |
| 2 | Krista Lagus, Timo Honkela, Samuel Kaski, Teuvo Kohonen: Self-Organizing Maps of Document Collections: A New Approach to Interactive Exploration. KDD 1996: 238-243 | |
| 1988 | ||
| 1 | Aarno Lehtola, Timo Honkela, Heikki Hyötyniemi, Harri Jäppinen: Task Oriented Knowledge Representation Languages for NLP-Systems. ISMIS 1988: 250-259 | |
Colors in the list of coauthors
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