Modelling incremental learning with the batch SOM training method

Proceedings - HIS 2005: Fifth International Conference on Hybrid Intelligent Systems

Volumn 2005, Issue , 2005, Pages 3-5

  Baez Monroy, Vicente O ^a   O'Keefe, Simon ^a  

^a UNIVERSITY OF YORK   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DATA RECORDING; DATABASE SYSTEMS; DECISION SUPPORT SYSTEMS; REAL TIME SYSTEMS; SELF ORGANIZING MAPS;

DATA CLUSTERING; DATA VISUALIZATION; INCREMENTAL TRAINING;

LEARNING SYSTEMS;

EID: 33846980822     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICHIS.2005.74     Document Type: Conference Paper

References (5)

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2. B. Fritzke. A growing neural gas network learns topologies. In Advances in Neural Information Processing Systems 7, [NIPS Conference, Denver, Colorado, USA.], pages 625-632, 1994.
3. S. Furao and O. Hasegawa. An incremental neural network for non-stationary unsupervised learning. In ICONIP, pages 641-646, 2004.
4. W. S. Hung S. A time-based self-organising model for document clustering. In The International Joint Conference on Neural Networks, 2004.
5. T. Kohonen. Self-Organizing Maps. Springer-Verlag, Berlin, 1995.