A modified incremental principal component analysis for on-line learning of feature space and classifier

Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)

Volumn 3157, Issue , 2004, Pages 231-240

  Ozawa, Seiichi ^a   Pang, Shaoning ^b   Kasabov, Nikola ^b  

^a KOBE UNIVERSITY   (Japan)

^b AUCKLAND UNIVERSITY OF TECHNOLOGY   (New Zealand)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; CLASSIFICATION (OF INFORMATION); DATA ACQUISITION; PATTERN RECOGNITION; PRINCIPAL COMPONENT ANALYSIS; PROBLEM SOLVING; ARTIFICIAL INTELLIGENCE; CLUSTER ANALYSIS; PATTERN RECOGNITION SYSTEMS;

DATA STREAMS; DATASETS; EVOLVING CLUSTERING METHOD (ECM); ON-LINE LEARNING; CLASSIFIER LEARNING; DESIRABLE FEATURES; EVOLVING CLUSTERING METHODS; FEATURE CONSTRUCTION; INCREMENTAL PRINCIPAL COMPONENT ANALYSIS; NEAREST NEIGHBOR CLASSIFIER; PROTOTYPE LEARNING; UPDATE ALGORITHMS;

ONLINE SYSTEMS; PRINCIPAL COMPONENT ANALYSIS;

EID: 22944469083     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/978-3-540-28633-2_26     Document Type: Conference Paper

References (7)

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2. S. Pang, S. Ozawa, and N. Kasabov, "One-pass Incremental Membership Authentication by Face Classification," Proc Int. Conf. on Biometric Authentication 2004 (in press)
3. S. Ozawa, S. Pang, and N. Kasabov, "On-line Feature Selection for Adaptive Evolving Connectionist Systems," Proc Int. Conf. on Fuzzy Systems & Innovational Computing 2004 (in press)
4. P. Hall and R. Martin, "Incremental Eigenanalysis for Classification," Proc. British Machine Vision Conference, vol. 1, pp. 286-295 (1998)
5. N. Kasabov, Evolving Connectionist Systems: Methods and Applications in Bioinformatics, Brain Study and Intelligent Machines. Springer-Verlag (2002)
6. N. Kasabov and Q. Song, "DENFIS: Dynamic Evolving Neuro-fuzzy Inference System and Its Application for Time-series Prediction," IEEE Trans. on Fuzzy systems, vol. 10, no. 2, pp. 144-154 (2002)
7. http://www.ics.uci.edu/mlearn/MLRepository.html