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Intelligent Data Analysis

Intelligent Data Analysis

Xiaohui Liu
Copyright: © 2005 |Pages: 5
ISBN13: 9781591405573|ISBN10: 1591405572|EISBN13: 9781591405597
DOI: 10.4018/978-1-59140-557-3.ch120
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MLA

Liu, Xiaohui. "Intelligent Data Analysis." Encyclopedia of Data Warehousing and Mining, edited by John Wang, IGI Global, 2005, pp. 634-638. https://doi.org/10.4018/978-1-59140-557-3.ch120

APA

Liu, X. (2005). Intelligent Data Analysis. In J. Wang (Ed.), Encyclopedia of Data Warehousing and Mining (pp. 634-638). IGI Global. https://doi.org/10.4018/978-1-59140-557-3.ch120

Chicago

Liu, Xiaohui. "Intelligent Data Analysis." In Encyclopedia of Data Warehousing and Mining, edited by John Wang, 634-638. Hershey, PA: IGI Global, 2005. https://doi.org/10.4018/978-1-59140-557-3.ch120

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Abstract

Intelligent Data Analysis (IDA) is an interdisciplinary study concerned with the effective analysis of data. IDA draws the techniques from diverse fields, including artificial intelligence, databases, high-performance computing, pattern recognition, and statistics. These fields often complement each other (e.g., many statistical methods, particularly those for large data sets, rely on computation, but brute computing power is no substitute for statistical knowledge) (Berthold & Hand 2003; Liu, 1999).

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