Statistical pattern recognition / (Record no. 10146)
| 000 -LEADER | |
|---|---|
| fixed length control field | 01976cam a22002174a 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9780470682272 (hardback) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9780470682289 (paper) |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.5 |
| Item number | WEB/ST |
| 100 1# - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Webb, A. R. |
| 245 10 - TITLE STATEMENT | |
| Title | Statistical pattern recognition / |
| 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. : |
| Other physical details | ill. ; |
| 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 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | MATHEMATICS / Probability & Statistics / General. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Copsey, Keith D. |
| 856 42 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | http://catalogimages.wiley.com/images/db/jimages/9780470682272.jpg |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books |
| Withdrawn status | Lost status | Collection code | Home library | Current library | Shelving location | Date acquired | Full call number | Accession Number | Koha item type |
|---|---|---|---|---|---|---|---|---|---|
| Non-fiction | KUFOS Central Library | KUFOS Central Library | General Stacks | 23/07/2016 | 519.5 WEB/ST | 10776 | Books |