MARC details
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
090222s2001 nyua b 001 0 eng |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
|---|
| LC control number |
99029981 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
0471056693 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9780471056690 |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(Sirsi) u1098 |
| 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 |
22 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Duda, Richard O. |
| 9 (RLIN) |
396 |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Pattern classification / |
| Statement of responsibility, etc. |
Richard O. Duda, Peter E. Hart, David G. Stork. |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
2nd ed. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Place of publication, distribution, etc. |
New York : |
| Name of publisher, distributor, etc. |
Wiley, |
| Date of publication, distribution, etc. |
c2001. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xx, 654 p. : |
| Other physical details |
ill. ; |
| Dimensions |
27 cm. |
| 500 ## - GENERAL NOTE |
|---|
| General note |
"A Wiley-Interscience Publication." |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Includes bibliographical references and index. |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Bayesian Decision Theory -- Maximum-Likelihood and Bayesian Parameter Estimation -- Nonparametric Techniques -- Linear Discriminant Functions -- Multilayer Neural Networks -- Stochastic Methods -- Nonmetric Methods -- Algorithm-Independent Machine Learning -- Unsupervised Learning and Clustering. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
The first edition, published in 1973, has become a classic reference in the field. Now with the second edition, readers will find information on key new topics such as neural networks and statistical pattern recognition, the theory of machine learning, and the theory of invariances. Also included are worked examples, comparisons between different methods, extensive graphics, expanded exercises and computer project topics. An Instructor's Manual presenting detailed solutions to all the problems in the book is available from the Wiley editorial department. |
| 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 recognition systems. |
| 9 (RLIN) |
397 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Statistical decision. |
| 9 (RLIN) |
398 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Hart, Peter E. |
| Fuller form of name |
(Peter Elliot), |
| Dates associated with a name |
1941- |
| 9 (RLIN) |
214 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Stork, David G. |
| 9 (RLIN) |
399 |