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Data analysis / Data mining / Multivariate statistics / Ross Quinlan / Cluster analysis / K-means clustering / K-nearest neighbor algorithm / Support vector machine / AdaBoost / Statistics / Machine learning / Computational statistics


Knowl Inf Syst[removed]:1–37 DOI[removed]s10115[removed]SURVEY PAPER Top 10 algorithms in data mining Xindong Wu · Vipin Kumar · J. Ross Quinlan · Joydeep Ghosh · Qiang Yang ·
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Document Date: 2008-04-01 15:43:35

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City

Chicago / St Ives / /

Company

Springer-Verlag London Limited / Google / J. Ross Quinlan Rulequest Research Pty Ltd / IBM / /

Country

United States / Australia / /

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Facility

University of Vermont / Hong Kong University of Science / USA P. S. Yu IBM T. J. Watson Research Center / Nanjing University / Imperial College / Osaka University / Griffith University / The University of Queensland / University of Minnesota / University of Texas / University of Illinois at Chicago / /

IndustryTerm

graph mining / hill-climbing algorithm / divide-and-conquer algorithm / local search / hill-climbing algorithms / influential data mining algorithms / data mining / data mining algorithms / non-trivial tree-construction algorithm / tree-construction algorithm / basic algorithm / influential algorithms / k-means algorithm / partitional clustering algorithm / post-processing / mining / machine learning applications / data mining research / data mining community / link mining / /

Organization

D. J. Hand Department of Mathematics / University of Vermont / University of Texas at Austin / J. Ghosh Department of Electrical and Computer Engineering / AOARD / Hong Kong University of Science and Technology / Web Intelligence / Program Committee / University of Illinois at Chicago / Imperial College / University of Minnesota / Minneapolis / Australian Research Council / Department of Computer Science and Engineering / Osaka University / USA P. S. Yu IBM T. J. Watson Research Center / University of Queensland / Brisbane / Griffith University / Brisbane / Nanjing University / Nanjing / Department of Computer Science / Q. Yang Department of Computer Science / G. J. McLachlan Department of Mathematics / A. Ng School of Medicine / /

Person

Dan Steinberg / Zhi-Hua Zhou / Bing Liu / Hiroshi Motoda / Angus Ng / Geoffrey J. McLachlan / David J. Hand / Qiang Yang / J. Ross Quinlan / Michael Steinbach / Philip S. Yu / Joydeep Ghosh / /

Position

d.j. / cluster representative / representative / /

ProvinceOrState

Queensland / Vermont / Minnesota / Illinois / /

Technology

2.1 The algorithm / Intelligent Agent Technology / 10 algorithms / influential data mining algorithms / 10 data mining algorithms / 18 algorithms / ISODATA algorithm / machine learning / celebrated LBG algorithm / divide-and-conquer algorithm / K-medoid algorithm / non-trivial tree-construction algorithm / pruning algorithm / k-means algorithm / hill-climbing algorithm / hill-climbing algorithms / data mining / tree-construction algorithm / partitional clustering algorithm / /

URL

http /

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