Teuvo Kohonen - researchr alias

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Viewing Publication 1 - 67 from 67

2013

Essentials of the self-organizing mapTeuvo Kohonen. NN, 37:52-65, 2013. [doi]

2011

Contextually Self-Organized Maps of Chinese WordsTeuvo Kohonen, Hongbing Xing. wsom 2011: 16-29 [doi]

2009

On the Quantization Error in SOM vs. VQ: A Critical and Systematic StudyTeuvo Kohonen, Ilari T. Nieminen, Timo Honkela. wsom 2009: 133-144 [doi]

2008

Data Management by Self-Organizing MapsTeuvo Kohonen. wcci 2008: 309-332 [doi]

2007

Kohonen networkTeuvo Kohonen, Timo Honkela. scholarpedia, 2(1):1568, 2007. [doi]

2006

Self-organizing neural projectionsTeuvo Kohonen. NN, 19(6-7):723-733, 2006. [doi]

2004

Mining massive document collections by the WEBSOM methodKrista Lagus, Samuel Kaski, Teuvo Kohonen. isci, 163(1-3):135-156, 2004. [doi]

2003

Methods for Exploratory Cluster AnalysisSamuel Kaski, Janne Nikkilä, Teuvo Kohonen. In Piotr S. Szczepaniak, Javier Segovia, Janusz Kacprzyk, Lotfi A. Zadeh, editors, Intelligent Exploration of the Web. Volume 111 of Studies in Fuzziness and Soft Computing, pages 136-151, Springer, 2003. [doi]

2002

How to make large self-organizing maps for nonvectorial dataTeuvo Kohonen, Panu Somervuo. NN, 15(8-9):945-952, 2002. [doi]

2001

Self-Organizing Maps, Third EditionTeuvo Kohonen. Springer Series in Information Sciences, Springer, 2001. [doi]

2000

1999

Fast Evolutionary Learning with Batch-Type Self-Organizing MapsTeuvo Kohonen. npl, 9(2):153-162, 1999.

Spotting Relevant Information in Extremely Large Document CollectionsTeuvo Kohonen. fuzzy 1999: 59-61

Comparison of SOM Point Densities Based on Different CriteriaTeuvo Kohonen. neco, 11(8):2081-2095, 1999.

Websom for Textual Data MiningKrista Lagus, Timo Honkela, Samuel Kaski, Teuvo Kohonen. air, 13(5-6):345-364, 1999.

Self-Organizing Maps and Learning Vector Quantization for Feature SequencesPanu Somervuo, Teuvo Kohonen. npl, 10(2):151-159, 1999.

1998

Methods for interpreting a self-organized map in data analysisSamuel Kaski, Janne Nikkilä, Teuvo Kohonen. esann 1998: 185-190 [doi]

WEBSOM - Self-organizing maps of document collectionsSamuel Kaski, Timo Honkela, Krista Lagus, Teuvo Kohonen. ijon, 21(1-3):101-117, 1998. [doi]

The self-organizing mapTeuvo Kohonen. ijon, 21(1-3):1-6, 1998. [doi]

Self-organizing maps of symbol stringsTeuvo Kohonen, Panu Somervuo. ijon, 21(1-3):19-30, 1998. [doi]

Visual feature analysis by the self-organising mapsTeuvo Kohonen, Erkki Oja. nca, 7(3):273-286, 1998. [doi]

1997

Self-Organizing Maps, Second EditionTeuvo Kohonen. Volume 30 of Springer Series in Information Sciences, Springer, 1997. [doi]

Exploration of very large databases by self-organizing mapsTeuvo Kohonen. icnn 1997: [doi]

Self-organized Formation of Various Invariant-feature Filters in the Adaptive-subspace SOMTeuvo Kohonen, Samuel Kaski, Harri Lappalainen. neco, 9(6):1321-1344, 1997. [doi]

1996

1995

Self-Organizing MapsTeuvo Kohonen. Volume 30 of Springer Series in Information Sciences, Springer, 1995. [doi]

Fast DSP implementation of high-dimensional vector classifierJarkko Vuori, Teuvo Kohonen. icnn 1995: 2019-2022 [doi]

1994

Winner-take-all networks for physiological models of competitive learningSamuel Kaski, Teuvo Kohonen. NN, 7(6-7):973-984, 1994. [doi]

Mapping content dependent acoustic information into context independent form by LVQJyri MÃ¤ntysalo, Kari Torkkola, Teuvo Kohonen. speech, 14(2):119-130, 1994. [doi]

1993

Physiological interpretation of the Self-Organizing Map algorithmTeuvo Kohonen. NN, 6(7):895-905, 1993. [doi]

Things you haven't heard about the self-organizing mapTeuvo Kohonen. icnn 1993: 1147-1156 [doi]

1992

LVQ-based speech recognition with high-dimensional context vectorsJyri Mäntysalo, Kari Torkkola, Teuvo Kohonen. interspeech 1992: 539-542 [doi]

1990

1989

Transient map method in stop consonant discriminationJari Kangas, Teuvo Kohonen. interspeech 1989: 1345-1348 [doi]

Practical Problems and Vistas of Neural Computing (Position Statement)Teuvo Kohonen. ifip 1989: 3

Self-Organization and Associative Memory, Third EditionTeuvo Kohonen. Volume 8 of Springer Series in Information Sciences, Springer, 1989. [doi]

1988

Statistical pattern recognition with neural networksGyorgy Barna, Ron Chrisley, Teuvo Kohonen. NN, 1(Supplement-1):7-8, 1988. [doi]

The Neural Phonetic TypewriterTeuvo Kohonen. Computer, 21(3):11-22, 1988.

An introduction to neural computingTeuvo Kohonen. NN, 1(1):3-16, 1988. [doi]

Self-Organization and Associative Memory, Second EditionTeuvo Kohonen. Volume 8 of Springer Series in Information Sciences, Springer, 1988. [doi]

Statistical pattern recognition with neural networks: benchmarking studiesTeuvo Kohonen, György Barna, Ronald L. Chrisley. icnn 1988: 61-68 [doi]

Phonetic typewriter for Finnish and JapaneseTeuvo Kohonen, Kari Torkkola, Makoto Shozakai, Jari Kangas, Olli Ventä. icassp 1988: 607-610 [doi]

The subspace learning algorithm as a formalism for pattern recognition and neural networksErkki Oja, Teuvo Kohonen. icnn 1988: 277-284 [doi]

Correction of quasiphoneme strings by the dynamically expanding contextKari Torkkola, Teuvo Kohonen. icpr 1988: 487-489 [doi]

A content-addressing software method for the elimination of neural networksOlli Ventä, Teuvo Kohonen. icnn 1988: 191-198 [doi]

1987

Microprocessor implementation of a large vocabulary speech recognizer and phonetic typewriter for Finnish and JapaneseTeuvo Kohonen, Kari Torkkola, Makoto Shozakai, Jari Kangas, Olli Ventä. interspeech 1987: 2377-2380 [doi]

1985

Median stringsTeuvo Kohonen. prl, 3(5):309-313, 1985. [doi]

1984

On-line recognition of spoken words from a large vocabularyTeuvo Kohonen, Heikki Riittinen, Erkki Reuhkala, Seppo Haltsonen. isci, 33(1-2):3-30, 1984. [doi]

1982

The on-line version of the Otaniemi speech recognition systemErkki Reuhkala, Heikki Riittinen, Seppo Haltsonen, Olli Ventä, Kai Makisara, Teuvo Kohonen. icassp 1982: 875-878 [doi]

1980

Automatic Pattern Recognition - A Challenge to Computer TechnologyTeuvo Kohonen. ifip 1980: 641-649

1979

Spectral classification of phonemes by learning subspacesTeuvo Kohonen, Gábor Németh, Kalle-J. Bry, Matti Jalanko, Heikki Riittinen. icassp 1979: 97-100 [doi]

A redundant hash addressing method adapted for the postprocessing and error-correction of computer recognized speechErkki Reuhkala, Matti Jalanko, Teuvo Kohonen. icassp 1979: 591-594 [doi]

1978

Application of novelty filter to segmentation of speechSeppo Haltsonen, Matti Jalanko, Kalle-J. Bry, Teuvo Kohonen. icassp 1978: 565-568 [doi]

Application of the subspace method to speech recognitionMatti Jalanko, Teuvo Kohonen. icassp 1978: 561-564 [doi]

1974

An Adaptive Associative Memory PrincipleTeuvo Kohonen. TC, 23(4):444-445, 1974. [doi]

1973

Representation of Associated Data by Matrix OperatorsTeuvo Kohonen, Matti Ruohonen. TC, 22(7):701-702, 1973. [doi]

1972

Correlation Matrix MemoriesTeuvo Kohonen. TC, 21(4):353-359, 1972. [doi]

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