Chunk incremental LDA computing on data streams

Lecture Notes in Computer Science

Volumn 3497, Issue II, 2005, Pages 51-56

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

^a AUCKLAND UNIVERSITY OF TECHNOLOGY   (New Zealand)

^b KOBE UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION (OF INFORMATION); COMPUTATIONAL METHODS; EIGENVALUES AND EIGENFUNCTIONS; FEATURE EXTRACTION; INFORMATION RETRIEVAL; RANDOM PROCESSES;

DATA STREAMS; DISCRIMINANT EIGENSPACE; LINEAR DISCRIMINATOR ANALYSIS (LDA); RANDOM CHUNKS;

DATA REDUCTION;

EID: 24944505636     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/11427445_9     Document Type: Conference Paper

References (4)

1. Gall, P., Martin, R.: Incremental Eigenanalysis for Classification. Proc. British Machine Vision Conference, 1 286-295
2. Hall, P., Marshall, D., Martin, R.: Merging and Splitting Eigenspace Models. IEEE Trans. Pattern Analysis and Machine Intelligence, 22 (2000) 1042-1049
3. Aleix M. Martinez, Avinash C. Kak: PCA versus LDA. IEEE Trans. Pattern Analysis and Machine Intelligence, 23 (2001) 228-233
4. http://www.ics.uci.edu/mlearn/MLRepository.html