Mathematical Methods for Knowledge Discovery and Data Mining
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ISBN |
1599045281 |
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Release Date |
04 October 2007 |
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Category |
Mathematics |
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Tags |
mining,
"data mining",
data mining,
1599045281,
monte carlo,
knowledge,
mathematica,
math,
text mining,
knowledge management,
mathematical,
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Description
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The field of data mining has seen a demand in recent years for the development of ideas and results in an integrated structure. Mathematical Methods for Knowledge Discovery & Data Mining focuses on the mathematical models and methods that support most data mining applications and solution techniques, covering such topics as association rules; Bayesian methods; data visualization; kernel methods; neural networks; text, speech, and image recognition; and many others. This Premier Reference Source is an invaluable resource for scholars and practitioners in the fields of biomedicine, engineering, finance and insurance, manufacturing, marketing, performance measurement, and telecommunications. |
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