| 000 | 02531nam a22003617a 4500 | ||
|---|---|---|---|
| 003 | OSt | ||
| 005 | 20251023154940.0 | ||
| 008 | 250708b |||||||| |||| 00| 0 eng d | ||
| 020 |
_a9783642010903 _q(hardcover) |
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| 040 |
_beng _cDLC _dDLC _erda _aSai University Library |
||
| 082 |
_222 _a006.312 _bABR |
||
| 245 |
_aFoundations of computational intelligence. _cAjith Abraham, Aboul Ella Hassanien, Andre Ponce Leon F. de Carvalho and Vaclav Snasel editors. _nVolume 6 _pData mining / |
||
| 260 |
_aBerlin ; _bSpringer, _c[2009] |
||
| 264 | 1 |
_aBerlin ; _bSpringer, _c[2009] |
|
| 264 | 1 | _c©2009 | |
| 300 |
_ax, 397pages : _billustrations ; _c25 cm |
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| 336 |
_2rdacontent _atext _btxt |
||
| 337 |
_2rdamedia _aunmediated _bn |
||
| 338 |
_2rdacarrier _avolume _bnc |
||
| 490 |
_aStudies in computational intelligence, _vv. 206 |
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| 500 | _aGifted by Professor Ajith Abraham | ||
| 504 | _aIncludes bibliographical references and index | ||
| 520 | _aFinding information hidden in data is as theoretically difficult as it is practically important. With the objective of discovering unknown patterns from data, the methodologies of data mining were derived from statistics, machine learning, and artificial intelligence, and are being used successfully in application areas such as bioinformatics, business, health care, banking, retail, and many others. Advanced representation schemes and computational intelligence techniques such as rough sets, neural networks; decision trees; fuzzy logic; evolutionary algorithms; artificial immune systems; swarm intelligence; reinforcement learning, association rule mining, Web intelligence paradigms etc. have proved valuable when they are applied to Data Mining problems. Computational tools or solutions based on intelligent systems are being used with great success in Data Mining applications. It is also observed that strong scientific advances have been made when issues from different research areas are integrated. This Volume comprises of 15 chapters including an overview chapter providing an up-to-date and state-of-the research on the applications of Computational Intelligence techniques for Data Mining | ||
| 650 | 1 | _aComputational intelligence | |
| 650 | 1 | _aMathematical optimization | |
| 650 | 1 | _aData mining | |
| 700 | 1 |
_aAbraham, Ajith _eeditor |
|
| 700 | 1 |
_eeditor _aHassanien, Aboul Ella |
|
| 700 | 1 |
_a Carvalho, Andre Ponce Leon F. de _eeditor |
|
| 700 | 1 |
_aSnasel, Vaclav _eeditor |
|
| 830 |
_aStudies in computational intelligence ; _sv. 206 |
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| 942 |
_2ddc _cBK |
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| 999 |
_c6840 _d6840 |
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