Pattern recognition : applications to large data-set problems / Sing-Tze Bow.
By: Bow, Sing-Tze
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Material type: ![materialTypeLabel](/opac-tmpl/lib/famfamfam/BK.png)
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Item type | Current library | Call number | Copy number | Status | Date due | Barcode | Item holds |
---|---|---|---|---|---|---|---|
General Lending | MTU Bishopstown Library Lending | 001.6442 (Browse shelf(Opens below)) | 1 | Available | 00029553 |
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.