Statistical Pattern Recognition (Record no. 16754)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03005nam a2200277Ia 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250717121826.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 220909b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780470682289 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | CSL |
| Language of cataloging | eng |
| Transcribing agency | CSL |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| 084 ## - COLON CLASSIFICATION NUMBER | |
| Classification number | B28930bD65,8(B) Q1 TB |
| Assigning agency | CSL |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Webb, Andrew R. |
| Relator term | author. |
| 245 #0 - TITLE STATEMENT | |
| Title | Statistical Pattern Recognition |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 3rd ed. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | West Sessex : |
| Name of publisher, distributor, etc. | John Wiley, |
| Date of publication, distribution, etc. | 2011. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xxiv, 642p. |
| 500 ## - GENERAL NOTE | |
| General note | Includes biblographical references and Index 637-642p. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Statistical pattern recognition relates to the use of statistical techniques for analysing data measurements in order to extract information and make justified decisions. It is a very active area of study and research, which has seen many advances in recent years. Applications such as data mining, web searching, multimedia data retrieval, face recognition, and cursive handwriting recognition, all require robust and efficient pattern recognition techniques.This third edition provides an introduction to statistical pattern theory and techniques, with material drawn from a wide range of fields, including the areas of engineering, statistics, computer science and the social sciences. The book has been updated to cover new methods and applications, and includes a wide range of techniques such as Bayesian methods, neural networks, support vector machines, feature selection and feature reduction techniques.Technical descriptions and motivations are provided, and the techniques are illustrated using real examples.Statistical Pattern Recognition, 3rd Edition:Provides a self contained introduction to statistical pattern recognition.Includes new material presenting the analysis of complex networks.<br/>Introduces readers to methods for Bayesian density estimation.Presents descriptions of new applications in biometrics, security, finance and condition monitoring.Provides descriptions and guidance for implementing techniques, which will be invaluable to software engineers and developers seeking to develop real applications<br/>Describes mathematically the range of statistical pattern recognition techniques.Presents a variety of exercises including more extensive computer projects.The in-depth technical descriptions make the book suitable for senior undergraduate and graduate students in statistics, computer science and engineering. Statistical Pattern Recognition is also an excellent reference source for technical professionals. Chapters have been arranged to facilitate implementation of the techniques by software engineers and developers in non-statistical engineering fields. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Computer science. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Statistical pattern recognition. |
| 9 (RLIN) | 815862 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Statistics. |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Copsey, Keith D. |
| Relator term | co-author |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Classification part | B28930bD65,8(B) Q1 TB |
| Koha item type | Textual |
| Source of classification or shelving scheme | Colon Classification (CC) |
| Suppress in OPAC | No |
| Withdrawn status | Lost status | Damaged status | Not for loan | Home library | Current library | Date acquired | Source of acquisition | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Central Science Library | Central Science Library | 2022-09-12 | 745, 30/03/2012, Dhanraj Book House | B28930bD65,8(B) Q1 TB | SL1558059 | 2022-09-12 | 2022-09-12 | Textual |