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Pattern recognition: From Classical to Modern Approaches

✍ Scribed by Sankar K. Pal, Amita Pal


Book ID
127424037
Publisher
World Scientific Publishing Company
Year
2002
Tongue
English
Weight
6 MB
Edition
1
Category
Library
ISBN
981238653X

No coin nor oath required. For personal study only.

✦ Synopsis


Presents recent developments in the classical and modern hybrid methodologies currently being applied in pattern recognition. The 21 chapters deal with decision theoretic classification using the statistical approach, neural networks, the fuzzy set approach, the use of genetic algorithms, and soft computing. Topics include Bayesian approaches for unsupervised classification, networks of spiking neurons in data mining, adaptive segmentation techniques for hyperspectral imagery, and writing speed and writing sequence invariant on-line handwriting recognition.

✦ Subjects


Распознавание образов


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