Incremental learning by decomposition

Proceedings - 5th International Conference on Machine Learning and Applications, ICMLA 2006

Volumn , Issue , 2006, Pages 63-68

  Bouchachia, Abdelhamid ^a  

^a UNIVERSITY OF KLAGENFURT   (Austria)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; LEARNING ALGORITHMS; NEURAL NETWORKS; PROBLEM SOLVING; SOFTWARE PROTOTYPING;

INCREMENTAL LEARNING; TRAINING DATA;

LEARNING SYSTEMS;

EID: 38049026614     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMLA.2006.28     Document Type: Conference Paper

References (6)

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2. A. Bouchachia and R. Mittermeir. Towards fuzzy incremental classifiers. Soft Computing, In press, 2006.
3. B. Fritzke. Growing cell structures A self-organizing network for unsupervised and supervised learning. Neural Networks, 7:14411460, 1994.
4. S. Grossberg. Nonlinear neural networks: principles, mechanism, and architectures. Neural Networks, 1:1761, 1988.
5. R. Polikar, L. Udpa, S. Udpa, and V. Honavar. Learn++: An incremental Learning Algorithm for Supervised Neural Networks. IEEE Trans. on Systems, Man, and Cybernetics, 31(4):497-508, 2000.
6. L. Xu, A. Krzyzak, and E. Oja. Rival penalized competitive learning for clustering analysis, rbf net, and curve detection. IEEE Trans. on Neural Networks, 4(4):636-649, 1993.