| 000 -LEADER |
|---|
| fixed length control field |
01516 a2200313 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
Nust |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20170207154018.0 |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
|---|
| LC control number |
2005938947 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
3540316817 (acid-free paper) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9783540316817 (acid-free paper) |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(CStRLIN)PAUGV4007228-B |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(PU)4007228 |
| 040 ## - CATALOGING SOURCE |
|---|
| Transcribing agency |
Nust |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
006.312 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Huang, Te-Ming. |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Kernel based algorithms for mining huge data sets - (E-BOOK) |
| Statement of responsibility, etc. |
Te-Ming Huang, Vojislav Kecman, Ivica Kopriva. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Place of publication, distribution, etc. |
Berlin ; New York : |
| Name of publisher, distributor, etc. |
Springer, |
| Date of publication, distribution, etc. |
c2006. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xvi, 260 p. : |
| Other physical details |
ill. ; |
| Dimensions |
25 cm. |
| 440 #0 - SERIES STATEMENT/ADDED ENTRY--TITLE |
|---|
| Title |
Studies in computational intelligence, |
| Volume/sequential designation |
v. 17 |
| 505 ## - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Introduction.(Page-1)- Support Vector Machines in Classification and Regression An Introduction. (Page-11)- Iterative Single Data Algorithm for Kernel Machines from Huge Data Sets: Theory and Performance. (Page-61)- Feature Reduction with Support Vector Machines and Application in DNA Microarray Analysis. (Page-97)- Semi-supervised Learning and Applications. (Page-125)- Unsupervised Learning by Principal and Independent Component Analysis. (Page-175). |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Data mining. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Kernel functions. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Machine learning. |
| 651 ## - SUBJECT ADDED ENTRY--GEOGRAPHIC NAME |
|---|
| Geographic name |
E-BOOK |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Kecman, V. |
| Dates associated with a name |
1948- |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Kopriva, Ivica, |
| Dates associated with a name |
1962- |
| 856 41 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Materials specified |
Publisher description |
| Uniform Resource Identifier |
<a href="http://www.loc.gov/catdir/enhancements/fy0663/2005938947-d.html">http://www.loc.gov/catdir/enhancements/fy0663/2005938947-d.html</a> |
| 856 41 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Materials specified |
Table of contents only |
| Uniform Resource Identifier |
<a href="http://www.loc.gov/catdir/toc/fy0611/2005938947.html">http://www.loc.gov/catdir/toc/fy0611/2005938947.html</a> |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
|
| Koha item type |
Book |
