Teuvo Kohonen

According to our database1, Teuvo Kohonen authored at least 64 papers between 1972 and 2013.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

Homepages:

On csauthors.net:

Bibliography

2013
Essentials of the self-organizing map.
Neural Networks, 2013

2011
Contextually Self-Organized Maps of Chinese Words.
Proceedings of the Advances in Self-Organizing Maps - 8th International Workshop, 2011

2009
On the Quantization Error in SOM vs. VQ: A Critical and Systematic Study.
Proceedings of the Advances in Self-Organizing Maps, 7th International Workshop, 2009

2008
Data Management by Self-Organizing Maps.
Proceedings of the Computational Intelligence: Research Frontiers, 2008

2007
Kohonen network.
Scholarpedia, 2007

2006
Self-organizing neural projections.
Neural Networks, 2006

2004
Mining massive document collections by the WEBSOM method.
Inf. Sci., 2004

2003
Methods for Exploratory Cluster Analysis.
Proceedings of the Intelligent Exploration of the Web, 2003

2002
How to make large self-organizing maps for nonvectorial data.
Neural Networks, 2002

2001
Self-Organizing Maps, Third Edition
Springer Series in Information Sciences, Springer, ISBN: 978-3-642-56927-2, 2001

2000
Self organization of a massive document collection.
IEEE Trans. Neural Networks Learn. Syst., 2000

Self-Organizing Maps of Massive Document Collections.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

Clustering and Visualization of Large Protein Sequence Databases by Means of an Extension on the Self-Organizing Map.
Proceedings of the Discovery Science, 2000

An Unsupervised Learning Method that Produces Organized Representations from Real Information.
Proceedings of the Artificial Neural Networks in Medicine and Biology, 2000

1999
Self-Organizing Maps and Learning Vector Quantization for Feature Sequences.
Neural Process. Lett., 1999

Fast Evolutionary Learning with Batch-Type Self-Organizing Maps.
Neural Process. Lett., 1999

Comparison of SOM Point Densities Based on Different Criteria.
Neural Comput., 1999

Websom for Textual Data Mining.
Artif. Intell. Rev., 1999

Spotting Relevant Information in Extremely Large Document Collections.
Proceedings of the Computational Intelligence, 1999

1998
Visual feature analysis by the self-organising maps.
Neural Comput. Appl., 1998

Self-organizing maps of symbol strings.
Neurocomputing, 1998

The self-organizing map.
Neurocomputing, 1998

WEBSOM - Self-organizing maps of document collections.
Neurocomputing, 1998

Methods for interpreting a self-organized map in data analysis.
Proceedings of the ESANN 1998, 1998

1997
Self-organized Formation of Various Invariant-feature Filters in the Adaptive-subspace SOM.
Neural Comput., 1997

Exploration of very large databases by self-organizing maps.
Proceedings of International Conference on Neural Networks (ICNN'97), 1997

Self-Organizing Maps, Second Edition
Springer Series in Information Sciences 30, Springer, ISBN: 978-3-642-97966-8, 1997

1996
Emergence of invariant-feature detectors in the adaptive-subspace self-organizing map.
Biol. Cybern., 1996

Self-Organizing Maps of Document Collections: A New Approach to Interactive Exploration.
Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (KDD-96), 1996

Exploration of full-text databases with self-organizing maps.
Proceedings of International Conference on Neural Networks (ICNN'96), 1996

Very Large Two-Level SOM for the Browsing of Newsgroups.
Proceedings of the Artificial Neural Networks, 1996

1995
Fast DSP implementation of high-dimensional vector classifier.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

Self-Organizing Maps
Springer Series in Information Sciences 30, Springer, ISBN: 978-3-642-97610-0, 1995

1994
Mapping content dependent acoustic information into context independent form by LVQ.
Speech Commun., 1994

Winner-take-all networks for physiological models of competitive learning.
Neural Networks, 1994

1993
Physiological interpretation of the Self-Organizing Map algorithm.
Neural Networks, 1993

Things you haven't heard about the self-organizing map.
Proceedings of International Conference on Neural Networks (ICNN'88), San Francisco, CA, USA, March 28, 1993

1992
LVQ-based speech recognition with high-dimensional context vectors.
Proceedings of the Second International Conference on Spoken Language Processing, 1992

1990
Variants of self-organizing maps.
IEEE Trans. Neural Networks, 1990

Combining linear equalization and self-organizing adaptation in dynamic discrete-signal detection.
Proceedings of the IJCNN 1990, 1990

Improved versions of learning vector quantization.
Proceedings of the IJCNN 1990, 1990

1989
Transient map method in stop consonant discrimination.
Proceedings of the First European Conference on Speech Communication and Technology, 1989

Practical Problems and Vistas of Neural Computing (Position Statement).
Proceedings of the Information Processing 89, Proceedings of the IFIP 11th World Computer Congress, San Francisco, USA, August 28, 1989

Self-Organization and Associative Memory, Third Edition
Springer Series in Information Sciences 8, Springer, ISBN: 978-3-642-88163-3, 1989

1988
An introduction to neural computing.
Neural Networks, 1988

Statistical pattern recognition with neural networks.
Neural Networks, 1988

The "Neural" Phonetic Typewriter.
Computer, 1988

Correction of quasiphoneme strings by the dynamically expanding context.
Proceedings of the 9th International Conference on Pattern Recognition, 1988

A content-addressing software method for the elimination of neural networks.
Proceedings of International Conference on Neural Networks (ICNN'88), 1988

The subspace learning algorithm as a formalism for pattern recognition and neural networks.
Proceedings of International Conference on Neural Networks (ICNN'88), 1988

Statistical pattern recognition with neural networks: benchmarking studies.
Proceedings of International Conference on Neural Networks (ICNN'88), 1988

Self-Organization and Associative Memory, Second Edition
Springer Series in Information Sciences 8, Springer, ISBN: 978-3-662-00784-6, 1988

1987
Microprocessor implementation of a large vocabulary speech recognizer and phonetic typewriter for Finnish and Japanese.
Proceedings of the European Conference on Speech Technology, 1987

1985
Median strings.
Pattern Recognit. Lett., 1985

1984
On-line recognition of spoken words from a large vocabulary.
Inf. Sci., 1984

1982
The on-line version of the Otaniemi speech recognition system.
Proceedings of the IEEE International Conference on Acoustics, 1982

1980
Automatic Pattern Recognition - A Challenge to Computer Technology.
Proceedings of the Information Processing, Proceedings of the 8th IFIP Congress 1980, Tokyo, Japan - October 6-9, 1980 and Melbourne, Australia, 1980

1979
A redundant hash addressing method adapted for the postprocessing and error-correction of computer recognized speech.
Proceedings of the IEEE International Conference on Acoustics, 1979

Spectral classification of phonemes by learning subspaces.
Proceedings of the IEEE International Conference on Acoustics, 1979

1978
Application of the subspace method to speech recognition.
Proceedings of the IEEE International Conference on Acoustics, 1978

Application of novelty filter to segmentation of speech.
Proceedings of the IEEE International Conference on Acoustics, 1978

1974
An Adaptive Associative Memory Principle.
IEEE Trans. Computers, 1974

1973
Representation of Associated Data by Matrix Operators.
IEEE Trans. Computers, 1973

1972
Correlation Matrix Memories.
IEEE Trans. Computers, 1972


  Loading...