| 000 | 02586nam a22003494a 4500 | ||
|---|---|---|---|
| 005 | 20250918162301.0 | ||
| 008 | 120612s2011 njua b 001 0 eng | ||
| 020 |
_a9780470682272 (hbk) _cRM418.60 |
||
| 020 | _a9780470682289 (paper) | ||
| 039 | 9 |
_a201210111255 _bbaiti _c201210111251 _dbaiti _c201209241115 _drasyilla _y06-12-2012 _zrasyilla |
|
| 040 | _aUKM | ||
| 090 | _aQ327.W435 2011 | ||
| 090 |
_aQ327 _b.W435 2011 |
||
| 100 | 1 |
_aWebb, A. R. _q(Andrew R.) |
|
| 245 | 1 | 0 |
_aStatistical pattern recognition / _cAndrew R. Webb, Keith D. Copsey. |
| 250 | _a3rd ed. | ||
| 260 |
_aHoboken : _bWiley, _c2011. |
||
| 300 |
_axxiv, 642 p. : _bill. ; _c25 cm. |
||
| 504 | _aIncludes bibliographical references and index. | ||
| 520 |
_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. '-- _cProvided by publisher. |
||
| 520 |
_a'The book describes techniques for analysing data comprising measurements made on individuals or objects.'-- _cProvided by publisher. |
||
| 650 | 0 |
_aPattern perception _xStatistical methods. |
|
| 650 | 7 |
_aMATHEMATICS / Probability & Statistics / General. _2bisacsh |
|
| 700 | 1 | _aCopsey, Keith D. | |
| 907 |
_a.b15393604 _b2019-11-12 _c2019-11-12 |
||
| 942 |
_c01 _n0 _kQ327.W435 2011 |
||
| 914 | _avtls003504180 | ||
| 990 | _abaiti | ||
| 991 | _aFakulti Sains dan Teknologi | ||
| 998 |
_at _b2012-12-06 _cm _da _feng _gnju _y0 _z.b15393604 |
||
| 999 |
_c522858 _d522858 |
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