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Statistical Data Mining and Knowledge Discovery

From Brand: Chapman and Hall/CRC




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 | #6812302 in Books |  Chapman and Hall/CRC |  2003-07-29 | Original language:English | PDF # 1 |  9.25 x6.25 x1.50l,2.18 | File type: PDF | 624 pages

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|| |"[N]icely produced Overall, the book seems more worthwhile than many collections of edited papers arising from conference proceedings ." - Journal of the Royal Statistical Society, Series A, Vol. 157 (3)

Massive data sets pose a great challenge to many cross-disciplinary fields, including statistics. The high dimensionality and different data types and structures have now outstripped the capabilities of traditional statistical, graphical, and data visualization tools. Extracting useful information from such large data sets calls for novel approaches that meld concepts, tools, and techniques from diverse areas, such as computer science, statistics, artificial intelligence...

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