Pattern recognition : applications to large data-set problems /
Sing-Tze Bow.
- New York : M. Dekker, c1984.
- vii, 323 p. : ill. ; 24 cm.
- Electrical engineering and electronics ; 23 .
Bibliography: (pages 281-315) and index.
Part I. Principles of Pattern recognition -- Introduction -- Nonparametric decision theoretic classification -- Nonparametric (Distribution-Free) Training of Discriminant functions -- Statistical discriminant functions -- Clustering analysis and nonsupervised learning -- Part II. Preprocessing of Data for Pattern Recognition -- Dimensionality reduction and Feature Selection -- Image Transformation -- Image Enhancement.