| 000 | 02565nmm a2200373 a 4500 | ||
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| 001 | 00005686 | ||
| 003 | WSP | ||
| 005 | 20220711214129.0 | ||
| 007 | cr |uu|||uu||| | ||
| 008 | 181123s2005 si a ob 001 0 eng d | ||
| 010 | _z 2006295639 | ||
| 040 |
_aWSPC _beng _cWSPC |
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| 020 |
_a9789812703620 _q(ebook) |
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| 020 |
_z9789812560797 _q(hbk.) |
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| 050 | 0 | 4 |
_aQA402.2 _b.M35 2005 |
| 072 | 7 |
_aCOM _x032000 _2bisacsh |
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| 082 | 0 | 4 |
_a518 _223 |
| 100 | 1 |
_aMaimon, Oded. _93905 |
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| 245 | 1 | 0 |
_aDecomposition methodology for knowledge discovery and data mining _h[electronic resource] : _btheory and applications / _cOded Maimon, Lior Rokach. |
| 260 |
_aSingapore : _bWorld Scientific Publishing Co. Pte Ltd., _c©2005. |
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| 300 |
_a1 online resource (344 p.) : _bill. |
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| 490 | 0 |
_aSeries in machine perception and artificial intelligence ; _vv. 61 |
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| 538 | _aMode of access: World Wide Web. | ||
| 538 | _aSystem requirements: Adobe Acrobat Reader. | ||
| 588 | _aTitle from web page (viewed November 23, 2018). | ||
| 504 | _aIncludes bibliographical references and index. | ||
| 520 | _a"Data Mining is the science and technology of exploring data in order to discover previously unknown patterns. It is a part of the overall process of Knowledge Discovery in Databases (KDD). The accessibility and abundance of information today makes data mining a matter of considerable importance and necessity. This book provides an introduction to the field with an emphasis on advanced decomposition methods in general data mining tasks and for classification tasks in particular. The book presents a complete methodology for decomposing classification problems into smaller and more manageable sub-problems that are solvable by using existing tools. The various elements are then joined together to solve the initial problem. The benefits of decomposition methodology in data mining include: increased performance (classification accuracy); conceptual simplification of the problem; enhanced feasibility for huge databases; clearer and more comprehensible results; reduced runtime by solving smaller problems and by using parallel/distributed computation; and the opportunity of using different techniques for individual sub-problems."--Publisher's website. | ||
| 650 | 0 |
_aDecomposition method. _93906 |
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| 650 | 0 |
_aData mining. _93907 |
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| 650 | 0 |
_aElectronic books. _920701 |
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| 700 | 1 |
_aRokach, Lior. _93909 |
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| 856 | 4 | 0 |
_uhttps://www.worldscientific.com/worldscibooks/10.1142/5686#t=toc _zAccess to full text is restricted to subscribers. |
| 942 | _cEBK | ||
| 999 |
_c72547 _d72547 |
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