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Biosignal pattern recognition and interpretation systems. 3. Methods of classification

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3 Author(s)
Ciaccio, E.J. ; Dept. of Biomed. Eng., Rutgers Univ., New Brunswick, NJ, USA ; Dunn, S.M. ; Akay, M.

The following topics are discussed: Bayes/minimum distance classifiers; maximum likelihood classification estimation; k-nearest neighbor classification; entropy criteria; syntactic techniques; string matching; the Cocke-Younger-Kasami parsing algorithm; syntactic learning; finite-state automata; neural network classification techniques; learning vector quantization; cluster swapping; hierarchial clustering procedures.<>

Published in:

Engineering in Medicine and Biology Magazine, IEEE  (Volume:13 ,  Issue: 1 )

Date of Publication:

Feb.-March 1994

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