MARC details
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
090305s2002 enka b 001 0 eng |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
|---|
| LC control number |
2002072631 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
0470845147 (pbk. : acid-free paper) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9780470845141 |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(Sirsi) u1180 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
EG-CaNU |
| Transcribing agency |
EG-CaNU |
| Modifying agency |
EG-CaNU |
| 042 ## - AUTHENTICATION CODE |
|---|
| Authentication code |
ncode |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
006.4 |
| Edition number |
21 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Webb, A. R. |
| Fuller form of name |
(Andrew R.) |
| 9 (RLIN) |
709 |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Statistical pattern recognition / |
| Statement of responsibility, etc. |
Andrew R. Webb. |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
2nd ed. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Place of publication, distribution, etc. |
West Sussex, England ; |
| -- |
New Jersey : |
| Name of publisher, distributor, etc. |
Wiley, |
| Date of publication, distribution, etc. |
c2002. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xviii, 496 p. : |
| Other physical details |
ill. ; |
| Dimensions |
25 cm. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Includes bibliographical references (p. [459]-490) and index. |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Introduction to statistical pattern recognition -- Density estimation - parametric -- Density estimation - nonparametric -- Linear discriminant analysis -- Nonlinear discriminant analysis - kernel methods -- Nonlinear discriminant analysis - projection methods -- Tree-based methods -- Performance -- Feature selection and extraction -- Clustering -- Additional topics. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
Statistical pattern recognition is a very active area of study and research, which has seen many advances in recent years. New and emerging applications - such as data mining, web searching, multimedia data retrieval, face recognition, and cursive handwriting recognition - require robust and efficient pattern recognition techniques. Statistical decision making and estimation are regarded as fundamental to the study of pattern recognition. Statistical Pattern Recognition, Second Edition has been fully updated with new methods, applications and references. It provides a comprehensive introduction to this vibrant area - with material drawn from engineering, statistics, computer science and the social sciences - and covers many application areas, such as database design, artificial neural networks, and decision support systems. The book is aimed primarily at senior undergraduate and graduate students studying statistical pattern recognition, pattern processing, neural networks, and data mining, in both statistics and engineering departments. It is also an excellent source of reference for technical professionals working in advanced information development environments. |
| 596 ## - |
|---|
| -- |
1 |
| 630 00 - SUBJECT ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
CIT. |
| 9 (RLIN) |
14 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Pattern perception |
| General subdivision |
Statistical methods. |
| 9 (RLIN) |
710 |