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Teuvo Kohonen
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- affiliation: Aalto University, Finland
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2010 – 2019
- 2013
- [j30]Teuvo Kohonen:
Essentials of the self-organizing map. Neural Networks 37: 52-65 (2013) - 2011
- [c31]Teuvo Kohonen, Hongbing Xing:
Contextually Self-Organized Maps of Chinese Words. WSOM 2011: 16-29
2000 – 2009
- 2009
- [c30]Teuvo Kohonen, Ilari T. Nieminen, Timo Honkela:
On the Quantization Error in SOM vs. VQ: A Critical and Systematic Study. WSOM 2009: 133-144 - 2008
- [c29]Teuvo Kohonen:
Data Management by Self-Organizing Maps. WCCI 2008: 309-332 - 2007
- [j29]Teuvo Kohonen, Timo Honkela:
Kohonen network. Scholarpedia 2(1): 1568 (2007) - 2006
- [j28]Teuvo Kohonen:
Self-organizing neural projections. Neural Networks 19(6-7): 723-733 (2006) - 2004
- [j27]Krista Lagus, Samuel Kaski, Teuvo Kohonen:
Mining massive document collections by the WEBSOM method. Inf. Sci. 163(1-3): 135-156 (2004) - 2003
- [p1]Samuel Kaski, Janne Nikkilä, Teuvo Kohonen:
Methods for Exploratory Cluster Analysis. Intelligent Exploration of the Web 2003: 136-151 - 2002
- [j26]Teuvo Kohonen, Panu Somervuo:
How to make large self-organizing maps for nonvectorial data. Neural Networks 15(8-9): 945-952 (2002) - 2001
- [b5]Teuvo Kohonen:
Self-Organizing Maps, Third Edition. Springer Series in Information Sciences, Springer 2001, ISBN 978-3-540-67921-9, pp. 1-501 - 2000
- [j25]Teuvo Kohonen, Samuel Kaski, Krista Lagus, Jarkko Salojärvi
, Jukka Honkela, Vesa Paatero, Antti Saarela:
Self organization of a massive document collection. IEEE Trans. Neural Networks Learn. Syst. 11(3): 574-585 (2000) - [c28]Teuvo Kohonen:
An Unsupervised Learning Method that Produces Organized Representations from Real Information. ANNIMAB 2000: 45-53 - [c27]Panu Somervuo, Teuvo Kohonen:
Clustering and Visualization of Large Protein Sequence Databases by Means of an Extension on the Self-Organizing Map. Discovery Science 2000: 76-85 - [c26]Teuvo Kohonen:
Self-Organizing Maps of Massive Document Collections. IJCNN (2) 2000: 3-12
1990 – 1999
- 1999
- [j24]Krista Lagus, Timo Honkela, Samuel Kaski, Teuvo Kohonen:
Websom for Textual Data Mining. Artif. Intell. Rev. 13(5-6): 345-364 (1999) - [j23]Teuvo Kohonen:
Comparison of SOM Point Densities Based on Different Criteria. Neural Comput. 11(8): 2081-2095 (1999) - [j22]Teuvo Kohonen:
Fast Evolutionary Learning with Batch-Type Self-Organizing Maps. Neural Process. Lett. 9(2): 153-162 (1999) - [j21]Panu Somervuo, Teuvo Kohonen:
Self-Organizing Maps and Learning Vector Quantization for Feature Sequences. Neural Process. Lett. 10(2): 151-159 (1999) - [c25]Teuvo Kohonen:
Spotting Relevant Information in Extremely Large Document Collections. Fuzzy Days 1999: 59-61 - 1998
- [j20]Teuvo Kohonen:
The self-organizing map. Neurocomputing 21(1-3): 1-6 (1998) - [j19]Teuvo Kohonen, Panu Somervuo:
Self-organizing maps of symbol strings. Neurocomputing 21(1-3): 19-30 (1998) - [j18]Samuel Kaski, Timo Honkela, Krista Lagus, Teuvo Kohonen:
WEBSOM - Self-organizing maps of document collections. Neurocomputing 21(1-3): 101-117 (1998) - [j17]Teuvo Kohonen, Erkki Oja:
Visual feature analysis by the self-organising maps. Neural Comput. Appl. 7(3): 273-286 (1998) - [c24]Samuel Kaski, Janne Nikkilä, Teuvo Kohonen:
Methods for interpreting a self-organized map in data analysis. ESANN 1998: 185-190 - 1997
- [b4]Teuvo Kohonen:
Self-Organizing Maps, Second Edition. Springer Series in Information Sciences 30, Springer 1997, ISBN 978-3-540-62017-4, pp. 1-428 - [j16]Teuvo Kohonen, Samuel Kaski, Harri Lappalainen:
Self-organized Formation of Various Invariant-feature Filters in the Adaptive-subspace SOM. Neural Comput. 9(6): 1321-1344 (1997) - [c23]Teuvo Kohonen:
Exploration of very large databases by self-organizing maps. ICNN 1997: PL1-PL6 - 1996
- [j15]Teuvo Kohonen:
Emergence of invariant-feature detectors in the adaptive-subspace self-organizing map. Biol. Cybern. 75(4): 281-291 (1996) - [j14]Teuvo Kohonen, Erkki Oja, Olli Simula, Aari Visa, Jari Kangas:
Engineering applications of the self-organizing map. Proc. IEEE 84(10): 1358-1384 (1996) - [c22]Teuvo Kohonen, Samuel Kaski, Krista Lagus, Timo Honkela:
Very Large Two-Level SOM for the Browsing of Newsgroups. ICANN 1996: 269-274 - [c21]Timo Honkela, Samuel Kaski, Krista Lagus, Teuvo Kohonen:
Exploration of full-text databases with self-organizing maps. ICNN 1996: 56-61 - [c20]Krista Lagus, Timo Honkela, Samuel Kaski, Teuvo Kohonen:
Self-Organizing Maps of Document Collections: A New Approach to Interactive Exploration. KDD 1996: 238-243 - 1995
- [b3]Teuvo Kohonen:
Self-Organizing Maps. Springer Series in Information Sciences 30, Springer 1995, ISBN 978-3-642-97612-4, pp. 1-364 - [c19]Jarkko Vuori, Teuvo Kohonen:
Fast DSP implementation of high-dimensional vector classifier. ICNN 1995: 2019-2022 - 1994
- [j13]Samuel Kaski, Teuvo Kohonen:
Winner-take-all networks for physiological models of competitive learning. Neural Networks 7(6-7): 973-984 (1994) - [j12]Jyri Mäntysalo, Kari Torkkola, Teuvo Kohonen:
Mapping content dependent acoustic information into context independent form by LVQ. Speech Commun. 14(2): 119-130 (1994) - 1993
- [j11]Teuvo Kohonen:
Physiological interpretation of the Self-Organizing Map algorithm. Neural Networks 6(7): 895-905 (1993) - [c18]Teuvo Kohonen:
Things you haven't heard about the self-organizing map. ICNN 1993: 1147-1156 - 1992
- [c17]Jyri Mäntysalo, Kari Torkkola, Teuvo Kohonen:
LVQ-based speech recognition with high-dimensional context vectors. ICSLP 1992: 539-542 - 1990
- [j10]Teuvo Kohonen:
The self-organizing map. Proc. IEEE 78(9): 1464-1480 (1990) - [j9]Jari Kangas, Teuvo Kohonen, Jorma Laaksonen
Variants of self-organizing maps. IEEE Trans. Neural Networks 1(1): 93-99 (1990) - [c16]Teuvo Kohonen, Kimmo Raivio, Olli Simula, Olli Ventä, Jukka Henriksson:
Combining linear equalization and self-organizing adaptation in dynamic discrete-signal detection. IJCNN 1990: 223-228 - [c15]Teuvo Kohonen:
Improved versions of learning vector quantization. IJCNN 1990: 545-550
1980 – 1989
- 1989
- [b2]Teuvo Kohonen:
Self-Organization and Associative Memory, Third Edition. Springer Series in Information Sciences 8, Springer 1989, ISBN 978-3-540-51387-2, pp. 1-312 - [c14]Teuvo Kohonen:
Practical Problems and Vistas of Neural Computing (Position Statement). IFIP Congress 1989: 3 - [c13]Jari Kangas, Teuvo Kohonen:
Transient map method in stop consonant discrimination. EUROSPEECH 1989: 1345-1348 - 1988
- [b1]Teuvo Kohonen:
Self-Organization and Associative Memory, Second Edition. Springer Series in Information Sciences 8, Springer 1988, ISBN 978-3-540-18314-3, pp. 1-312 - [j8]Teuvo Kohonen:
The "Neural" Phonetic Typewriter. Computer 21(3): 11-22 (1988) - [j7]Teuvo Kohonen:
An introduction to neural computing. Neural Networks 1(1): 3-16 (1988) - [j6]György Barna, Ron Chrisley
Statistical pattern recognition with neural networks. Neural Networks 1(Supplement-1): 7-8 (1988) - [c12]Teuvo Kohonen, Kari Torkkola, Makoto Shozakai, Jari Kangas, Olli Ventä:
Phonetic typewriter for Finnish and Japanese. ICASSP 1988: 607-610 - [c11]Teuvo Kohonen, György Barna, Ronald L. Chrisley
Statistical pattern recognition with neural networks: benchmarking studies. ICNN 1988: 61-68 - [c10]Olli Ventä, Teuvo Kohonen:
A content-addressing software method for the elimination of neural networks. ICNN 1988: 191-198 - [c9]Erkki Oja, Teuvo Kohonen:
The subspace learning algorithm as a formalism for pattern recognition and neural networks. ICNN 1988: 277-284 - [c8]Kari Torkkola, Teuvo Kohonen:
Correction of quasiphoneme strings by the dynamically expanding context. ICPR 1988: 487-489 - 1987
- [c7]Teuvo Kohonen, Kari Torkkola, Makoto Shozakai, Jari Kangas, Olli Ventä:
Microprocessor implementation of a large vocabulary speech recognizer and phonetic typewriter for Finnish and Japanese. ECST 1987: 2377-2380 - 1985
- [j5]Teuvo Kohonen:
Median strings. Pattern Recognit. Lett. 3(5): 309-313 (1985) - 1984
- [j4]Teuvo Kohonen, Heikki Riittinen, Erkki Reuhkala, Seppo Haltsonen:
On-line recognition of spoken words from a large vocabulary. Inf. Sci. 33(1-2): 3-30 (1984) - 1982
- [c6]Erkki Reuhkala, Heikki Riittinen, Seppo Haltsonen, Olli Ventä, Kai Makisara, Teuvo Kohonen:
The on-line version of the Otaniemi speech recognition system. ICASSP 1982: 875-878 - 1980
- [c5]Teuvo Kohonen:
Automatic Pattern Recognition - A Challenge to Computer Technology. IFIP Congress 1980: 641-649
1970 – 1979
- 1979
- [c4]Teuvo Kohonen, Gábor Németh, Kalle-J. Bry, Matti Jalanko, Heikki Riittinen:
Spectral classification of phonemes by learning subspaces. ICASSP 1979: 97-100 - [c3]Erkki Reuhkala, Matti Jalanko, Teuvo Kohonen:
A redundant hash addressing method adapted for the postprocessing and error-correction of computer recognized speech. ICASSP 1979: 591-594 - 1978
- [c2]Matti Jalanko, Teuvo Kohonen:
Application of the subspace method to speech recognition. ICASSP 1978: 561-564 - [c1]Seppo Haltsonen, Matti Jalanko, Kalle-J. Bry, Teuvo Kohonen:
Application of novelty filter to segmentation of speech. ICASSP 1978: 565-568 - 1974
- [j3]Teuvo Kohonen:
An Adaptive Associative Memory Principle. IEEE Trans. Computers 23(4): 444-445 (1974) - 1973
- [j2]Teuvo Kohonen, Matti Ruohonen:
Representation of Associated Data by Matrix Operators. IEEE Trans. Computers 22(7): 701-702 (1973) - 1972
- [j1]Teuvo Kohonen:
Correlation Matrix Memories. IEEE Trans. Computers 21(4): 353-359 (1972)
Coauthor Index
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