Statistical pattern recognition / (Record no. 4028)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01999cam a22002294a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250227101740.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 110715s2011 njua b 001 0 eng |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9780470682289 (paper) |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.4 |
| Item number | WEB/S |
| 100 1# - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Webb, A. R. |
| 245 10 - TITLE STATEMENT | |
| Title | Statistical pattern recognition / |
| Statement of responsibility, etc | Andrew R. Webb, Keith D. Copsey. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 3rd ed. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | Hoboken : |
| Name of publisher | Wiley, |
| Year of publication | 2011. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xxiv, 642 p. : |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | " Statistical Pattern Recognition 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 describes techniques for analysing data comprising measurements made on individuals or objects.. The techniques are used to make a prediction such as disease of a patient, the type of object illuminated by a radar, economic forecast. Emphasis is placed on techniques for classification, a term used for predicting the class or group an object belongs to (based on a set of exemplars) and for methods that seek to discover natural groupings in a data set. Each section concludes with a description of the wide range of practical applications that have been addressed and the further developments of theoretical techniques and includes a variety of exercises, from 'open-book' questions to more lengthy projects. New material is presented, including the analysis of complex networks and basic techniques for analysing the properties of datasets and also introduces readers to the use of variational methods for Bayesian density estimation and looks at new applications in biometrics and security. "-- |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | "The book describes techniques for analysing data comprising measurements made on individuals or objects."-- |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Pattern perception |
| General subdivision | Statistical methods. |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | MATHEMATICS / Probability & Statistics / General. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Copsey, Keith D. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books |
| Withdrawn status | Lost status | Damaged status | Collection code | Home library | Current library | Shelving location | Date acquired | Purchase Price | Bill number | Full call number | Accession Number | Print Price | Bill Date/Price effective from | Koha item type | Source of acquisition |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Mathematics | Indian Institute of Technology Tirupati | Indian Institute of Technology Tirupati | Reference | 12/10/2021 | 5214.00 | 301/21-22 | REF 006.4 WebS | 08002 | 5925.15 | 31/08/2021 | Reference | ||||
| Mathematics | Indian Institute of Technology Tirupati | Indian Institute of Technology Tirupati | General Stacks | 12/10/2021 | 5214.00 | 301/21-22 | 006.4 WEB/S | 08003 | 5925.15 | 31/08/2021 | Books | ||||
| Mathematics | Indian Institute of Technology Tirupati | Indian Institute of Technology Tirupati | General Stacks | 12/10/2021 | 5214.00 | 301/21-22 | 006.4 WEB/S | 08004 | 5925.15 | 31/08/2021 | Books |