| 000 | 02691nam a22004815i 4500 | ||
|---|---|---|---|
| 001 | 978-3-662-45620-0 | ||
| 003 | DE-He213 | ||
| 005 | 20200421111205.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 141230s2015 gw | s |||| 0|eng d | ||
| 020 |
_a9783662456200 _9978-3-662-45620-0 |
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| 024 | 7 |
_a10.1007/978-3-662-45620-0 _2doi |
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| 050 | 4 | _aQ342 | |
| 072 | 7 |
_aUYQ _2bicssc |
|
| 072 | 7 |
_aCOM004000 _2bisacsh |
|
| 082 | 0 | 4 |
_a006.3 _223 |
| 245 | 1 | 0 |
_aFeature Selection for Data and Pattern Recognition _h[electronic resource] / _cedited by Urszula Stańczyk, Lakhmi C. Jain. |
| 264 | 1 |
_aBerlin, Heidelberg : _bSpringer Berlin Heidelberg : _bImprint: Springer, _c2015. |
|
| 300 |
_aXVIII, 355 p. 74 illus., 20 illus. in color. _bonline resource. |
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| 336 |
_atext _btxt _2rdacontent |
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| 337 |
_acomputer _bc _2rdamedia |
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| 338 |
_aonline resource _bcr _2rdacarrier |
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| 347 |
_atext file _bPDF _2rda |
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| 490 | 1 |
_aStudies in Computational Intelligence, _x1860-949X ; _v584 |
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| 505 | 0 | _aFeature Selection for Data and Pattern Recogniton: an Introduction -- Part I Estimation of Feature Importance -- Part II Rough Set Approach to Attribute Reduction -- Part III Rule Discovery and Evaluation -- Part IV Data- and Domain-oriented Methodologies. | |
| 520 | _aThis research book provides the reader with a selection of high-quality texts dedicated to current progress, new developments and research trends in feature selection for data and pattern recognition. Even though it has been the subject of interest for some time, feature selection remains one of actively pursued avenues of investigations due to its importance and bearing upon other problems and tasks. This volume points to a number of advances topically subdivided into four parts: estimation of importance of characteristic features, their relevance, dependencies, weighting and ranking; rough set approach to attribute reduction with focus on relative reducts; construction of rules and their evaluation; and data- and domain-oriented methodologies. | ||
| 650 | 0 | _aEngineering. | |
| 650 | 0 | _aArtificial intelligence. | |
| 650 | 0 | _aComputational intelligence. | |
| 650 | 1 | 4 | _aEngineering. |
| 650 | 2 | 4 | _aComputational Intelligence. |
| 650 | 2 | 4 | _aArtificial Intelligence (incl. Robotics). |
| 700 | 1 |
_aStańczyk, Urszula. _eeditor. |
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| 700 | 1 |
_aJain, Lakhmi C. _eeditor. |
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| 710 | 2 | _aSpringerLink (Online service) | |
| 773 | 0 | _tSpringer eBooks | |
| 776 | 0 | 8 |
_iPrinted edition: _z9783662456194 |
| 830 | 0 |
_aStudies in Computational Intelligence, _x1860-949X ; _v584 |
|
| 856 | 4 | 0 | _uhttp://dx.doi.org/10.1007/978-3-662-45620-0 |
| 912 | _aZDB-2-ENG | ||
| 942 | _cEBK | ||
| 999 |
_c54115 _d54115 |
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