Support vector machines : (Record no. 257986)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03077cam a2200349 i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 17534559 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | IN-NdSAU |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20140416123606.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 121119t20132013flua b 001 0 eng |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER | |
| LC control number | 2012033209 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781439857922 (hardback) |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | DLC |
| Language of cataloging | eng |
| Transcribing agency | DLC |
| Description conventions | rda |
| Modifying agency | DLC |
| -- | IN-NdSAU |
| 042 ## - AUTHENTICATION CODE | |
| Authentication code | pcc |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | QA402.5 |
| Item number | .D398 2013 |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.6 |
| Edition number | 23 |
| Item number | D392s |
| 084 ## - OTHER CLASSIFICATION NUMBER | |
| Classification number | BUS049000 |
| -- | BUS061000 |
| -- | COM037000 |
| Source of number | bisacsh |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Deng, Naiyang. |
| 245 10 - TITLE STATEMENT | |
| Title | Support vector machines : |
| Remainder of title | optimization based theory, algorithms, and extensions / |
| Statement of responsibility, etc | Naiyang Deng, Yingjie Tian, Chunhua Zhang. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc | New York : |
| Name of publisher, distributor, etc | CRC Press; |
| Date of publication, distribution, etc | c2013. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xxvii, 335 pages : |
| Other physical details | illustrations ; |
| Dimensions | 24 cm. |
| 490 0# - SERIES STATEMENT | |
| Series statement | Chapman & Hall/CRC data mining and knowledge discovery series |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Includes bibliographical references (pages 299-313) and index. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | "Preface Support vector machines (SVMs), which were introduced by Vapnik in the early 1990s, are proved effective and promising techniques for data mining. SVMs have recently been breakthroughs in advance in their theoretical studies and implementations of algorithms. They have been successfully applied in many fields such as text categorization, speech recognition, remote sensing image analysis, time series forecasting, information security and etc. SVMs, having their roots in Statistical Learning Theory (SLT) and optimization methods, become powerful tools to solve the problems of machine learning with finite training points and to overcome some traditional difficulties such as the "curse of dimensionality", "over-fitting" and etc. SVMs theoretical foundation and implementation techniques have been established and SVMs are gaining quick development and popularity due to their many attractive features: nice mathematical representations, geometrical explanations, good generalization abilities and promising empirical performance. Some SVM monographs, including more sophisticated ones such as Cristianini & Shawe-Taylor [39] and Scholkopf & Smola [124], have been published. We have published two books about SVMs in Science Press of China since 2004 [42, 43], which attracted widespread concerns and received favorable comments. After several years research and teaching, we decide to rewrite the books and add new research achievements. The starting point and focus of the book is optimization theory, which is different from other books on SVMs in this respect. Optimization is one of the pillars on which SVMs are built, so it makes a lot of sense to consider them from this point of view"-- |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Mathematical optimization. |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | BUSINESS & ECONOMICS / Operations Research. |
| Source of heading or term | bisacsh |
| 9 (RLIN) | 6684 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | BUSINESS & ECONOMICS / Statistics. |
| Source of heading or term | bisacsh |
| 9 (RLIN) | 9181 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | COMPUTERS / Machine Theory. |
| Source of heading or term | bisacsh |
| 9 (RLIN) | 24263 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Tian, Yingjie, |
| Dates associated with a name | 1973- |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Zhang, Chunhua, |
| Dates associated with a name | 1978- |
| 856 42 - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | Cover image |
| Uniform Resource Identifier | <a href="http://jacketsearch.tandf.co.uk/common/jackets/covers/websmall/978143985/9781439857922.jpg">http://jacketsearch.tandf.co.uk/common/jackets/covers/websmall/978143985/9781439857922.jpg</a> |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | |
| Koha item type | Books |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Permanent Location | Current Location | Shelving location | Date acquired | Source of acquisition | Total Checkouts | Total Renewals | Full call number | Barcode | Date last seen | Date checked out | Cost, replacement price | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Prof. G. K. Chadha Library | Prof. G. K. Chadha Library | General Stacks | 2014-04-16 | Total Books India | 20 | 17 | 519.6 D392s | BK00009567 | 2019-12-18 | 2019-11-29 | 5989.40 | 2014-04-16 | Books |