Statistical pattern recognition:
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Hoboken
Wiley
2011
|
| Edition: | 3rd ed |
| Subjects: | |
| Physical Description: | xxiv, 642 p. |
| ISBN: | 9781119952961 |
Staff View
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| 100 | 1 | |a Webb, A. R. |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Statistical pattern recognition |c Andrew R. Webb, Keith D. Copsey |
| 250 | |a 3rd ed | ||
| 264 | 1 | |a Hoboken |b Wiley |c 2011 | |
| 300 | |a xxiv, 642 p. | ||
| 336 | |b txt |2 rdacontent | ||
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| 505 | 8 | |a Includes bibliographical references and index | |
| 505 | 8 | |a "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"-- | |
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Record in the Search Index
| _version_ | 1804178358886465536 |
|---|---|
| any_adam_object | |
| author | Webb, A. R. |
| author_facet | Webb, A. R. |
| author_role | aut |
| author_sort | Webb, A. R. |
| author_variant | a r w ar arw |
| building | Verbundindex |
| bvnumber | BV044846431 |
| classification_rvk | SK 840 SK 850 ST 330 |
| collection | ZDB-38-ESG |
| contents | Includes bibliographical references and index "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"-- |
| ctrlnum | (ZDB-38-ESG)ebr10500952 (OCoLC)763160180 (DE-599)BVBBV044846431 |
| dewey-full | 006.4 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.4 |
| dewey-search | 006.4 |
| dewey-sort | 16.4 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik Mathematik |
| edition | 3rd ed |
| format | Electronic eBook |
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| id | DE-604.BV044846431 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T08:02:43Z |
| institution | BVB |
| isbn | 9781119952961 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-030241293 |
| oclc_num | 763160180 |
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| physical | xxiv, 642 p. |
| psigel | ZDB-38-ESG |
| publishDate | 2011 |
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| publisher | Wiley |
| record_format | marc |
| spelling | Webb, A. R. Verfasser aut Statistical pattern recognition Andrew R. Webb, Keith D. Copsey 3rd ed Hoboken Wiley 2011 xxiv, 642 p. txt rdacontent c rdamedia cr rdacarrier Includes bibliographical references and index "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"-- Pattern perception Statistical methods Mustererkennung (DE-588)4040936-3 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf Klassifikation (DE-588)4030958-7 gnd rswk-swf Statistische Analyse (DE-588)4116599-8 gnd rswk-swf Bildauswertung (DE-588)4145394-3 gnd rswk-swf Bildauswertung (DE-588)4145394-3 s Mustererkennung (DE-588)4040936-3 s Statistik (DE-588)4056995-0 s Klassifikation (DE-588)4030958-7 s 1\p DE-604 Statistische Analyse (DE-588)4116599-8 s 2\p DE-604 Copsey, Keith D. Sonstige oth Erscheint auch als Druck-Ausgabe, Hardcover 978-0-470-68227-2 Erscheint auch als Druck-Ausgabe, Paperback 978-0-470-68228-9 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Webb, A. R. Statistical pattern recognition Includes bibliographical references and index "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"-- Pattern perception Statistical methods Mustererkennung (DE-588)4040936-3 gnd Statistik (DE-588)4056995-0 gnd Klassifikation (DE-588)4030958-7 gnd Statistische Analyse (DE-588)4116599-8 gnd Bildauswertung (DE-588)4145394-3 gnd |
| subject_GND | (DE-588)4040936-3 (DE-588)4056995-0 (DE-588)4030958-7 (DE-588)4116599-8 (DE-588)4145394-3 |
| title | Statistical pattern recognition |
| title_auth | Statistical pattern recognition |
| title_exact_search | Statistical pattern recognition |
| title_full | Statistical pattern recognition Andrew R. Webb, Keith D. Copsey |
| title_fullStr | Statistical pattern recognition Andrew R. Webb, Keith D. Copsey |
| title_full_unstemmed | Statistical pattern recognition Andrew R. Webb, Keith D. Copsey |
| title_short | Statistical pattern recognition |
| title_sort | statistical pattern recognition |
| topic | Pattern perception Statistical methods Mustererkennung (DE-588)4040936-3 gnd Statistik (DE-588)4056995-0 gnd Klassifikation (DE-588)4030958-7 gnd Statistische Analyse (DE-588)4116599-8 gnd Bildauswertung (DE-588)4145394-3 gnd |
| topic_facet | Pattern perception Statistical methods Mustererkennung Statistik Klassifikation Statistische Analyse Bildauswertung |
| work_keys_str_mv | AT webbar statisticalpatternrecognition AT copseykeithd statisticalpatternrecognition |