Pattern classification / Richard O. Duda, Peter E. Hart, David G. Stork.
"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 inclu...
Saved in:
| Main Authors: | , , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
New York :
Wiley,
[2001]
|
| Edition: | Second edition. |
| Subjects: | |
| Online Access: | Contributor biographical information |
MARC
| LEADER | 00000cam a2200000 i 4500 | ||
|---|---|---|---|
| 005 | 20221101223916.0 | ||
| 008 | 080520s2001 nyua b 001 0 eng d | ||
| 010 | |a 99029981 | ||
| 011 | |a BIB MATCHES WORLDCAT | ||
| 020 | |a 0471056693 |q alk. paper | ||
| 020 | |a 9780471056690 |q alk. paper | ||
| 035 | |a (ATU)b11326013 | ||
| 035 | |a (OCoLC)41347061 | ||
| 040 | |a DLC |b eng |e rda |c DLC |d UKM |d C#P |d SBH |d MUQ |d UBA |d OCLCQ |d BAKER |d NLGGC |d BTCTA |d YDXCP |d LCJ |d ATU | ||
| 050 | 0 | 0 | |a Q327 |b .D83 2001 |
| 082 | 0 | 0 | |a 006.4 |2 22 |
| 100 | 1 | |a Duda, Richard O., |e author. |9 1067045 | |
| 245 | 1 | 0 | |a Pattern classification / |c Richard O. Duda, Peter E. Hart, David G. Stork. |
| 250 | |a Second edition. | ||
| 264 | 1 | |a New York : |b Wiley, |c [2001] | |
| 264 | 4 | |c ©2001 | |
| 300 | |a xx, 654 pages : |b illustrations ; |c 27 cm | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a unmediated |b n |2 rdamedia | ||
| 338 | |a volume |b nc |2 rdacarrier | ||
| 500 | |a "A Wiley-Interscience Publication.". | ||
| 504 | |a Includes bibliographical references and index. | ||
| 505 | 2 | |a Introduction -- 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 -- Mathematical foundations. | |
| 520 | |a "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."--Publisher description. | ||
| 588 | |a Machine converted from AACR2 source record. | ||
| 650 | 0 | |a Pattern recognition systems |9 322010 | |
| 650 | 0 | |a Statistical decision |9 324475 | |
| 700 | 1 | |a Hart, Peter E. |q (Peter Elliot), |d 1941- |e author. |9 245357 | |
| 700 | 1 | |a Stork, David G., |e author. |9 1030021 | |
| 856 | 4 | 2 | |3 Contributor biographical information |u http://www.loc.gov/catdir/bios/wiley041/99029981.html |
| 907 | |a .b11326013 |b 24-07-21 |c 27-10-15 | ||
| 942 | |c B | ||
| 945 | |a 006.4 DUD |g 1 |i A441518B |j 0 |l cmain |o - |p $164.14 |q - |r - |s - |t 0 |u 8 |v 6 |w 1 |x 1 |y .i12714148 |z 29-10-15 | ||
| 952 | |0 0 |1 0 |4 0 |6 006_400000000000000_DUD |7 0 |9 309138 |a C |b C |c cmain |d 2015-10-29 |g 164.14 |i i12714148 |l 8 |m 8 |o 006.4 DUD |p A441518B |r 2021-12-07 00:00:00 |s 2016-05-03 |t 1 |v 164.14 |w 2021-10-31 |y B | ||
| 998 | |a (3)b |a (3)c |b 20-03-18 |c m |d a |e - |f eng |g nyu |h 0 | ||
| 999 | |c 1183622 |d 1183622 | ||