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Hierarchical Mixtures of Experts and the EM AlgorithmJordan, Michael I., Jacobs, Robert A. 01 August 1993 (has links)
We present a tree-structured architecture for supervised learning. The statistical model underlying the architecture is a hierarchical mixture model in which both the mixture coefficients and the mixture components are generalized linear models (GLIM's). Learning is treated as a maximum likelihood problem; in particular, we present an Expectation-Maximization (EM) algorithm for adjusting the parameters of the architecture. We also develop an on-line learning algorithm in which the parameters are updated incrementally. Comparative simulation results are presented in the robot dynamics domain.
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An information criterion for use in predictive data mining /Kyper, Eric S. January 2006 (has links)
Thesis (Ph. D.)--University of Rhode Island, 2006. / Typescript. Includes bibliographical references (leaves 118-126).
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Converting a trained neural network to a decision tree dectext-decision tree extractor /Boz, Olcay, January 2000 (has links)
Thesis (Ph. D.)--Lehigh University, 2000. / Includes vita. Includes bibliographical references (leaves 138-147).
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Using data mining to model student success /Geltz, Becky. January 2009 (has links)
Thesis (M.S.)--Youngstown State University, 2009. / Includes bibliographical references (leaves 68-70). Also available via the World Wide Web in PDF format.
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Fuzzy rule induction from data domainsCrockett, Keeley Alexandria January 1998 (has links)
No description available.
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Classification of software components based on clusteringKonda, Swetha Reddy. January 2007 (has links)
Thesis (M.S.)--West Virginia University, 2007. / Title from document title page. Document formatted into pages; contains vi, 59 p. : ill. (some col.). Includes abstract. Includes bibliographical references (p. 57-59).
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Use of decision tree analysis for predictive soils mapping and implementation on the Malheur County, Oregon initial soil survey /Hash, Sarah Jane. January 1900 (has links)
Thesis (M.S.)--Oregon State University, 2009. / Printout. Includes bibliographical references (leaves 78-90). Also available on the World Wide Web.
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Time-space tradeoffs and functional representations via branching programs and their generalizations /Thathachar, Jayram S., January 1998 (has links)
Thesis (Ph. D.)--University of Washington, 1998. / Vita. Includes bibliographical references (p. [155]-167).
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Efficient sequential decision-making algorithms for container inspection operationsMittal, Sushil. January 2008 (has links)
Thesis (M.S.)--Rutgers University, 2008. / "Graduate Program in Electrical and Computer Engineering." Includes bibliographical references (p. 61-63).
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Rozhodovací proces výběru strategického rozhodnutí ve vybraném podnikuJelínková, Markéta January 2011 (has links)
No description available.
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