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" Heuristics and optimization for knowledge discovery / "
[edited by] Ruhul A. Sarker, Hussein A. Abbass, Charles S. Newton
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BL
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| Record Number
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691505
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| Doc. No
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b513694
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| Title & Author
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Heuristics and optimization for knowledge discovery /\ [edited by] Ruhul A. Sarker, Hussein A. Abbass, Charles S. Newton
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| Publication Statement
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Hershey :: Idea Group Pub.,, [2002]
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, ©2002
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| Page. NO
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iii, 290 pages :: illustrations ;; 26 cm
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| ISBN
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1930708262 (cloth)
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| Bibliographies/Indexes
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Includes bibliographical references and index
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| Contents
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Introducing data mining and knowledge discovery / R. Sarker, H. Abbass, C. Newton -- A heuristic algorithm for feature selection based on optimization techniques / A.M. Bagirov, A.M. Rubinov, J. Yearwood -- Cost-sensitive classification using decision trees, boosting and metacost / Kai Mai Ting -- Heuristic search-based stacking of classifiers / Agapito Ledezma, Ricardo Aler, Daniel Borrajo -- Designing component-based heuristic search engines for knowledge discovery / Craig M. Howard -- Clustering mixed incomplete data / José Ruiz-Schulcloper, Guillermo Sánchez-Diaz, Mongi A. Abidi -- Bayesian learning / Paula Macrossan, Kerrie Mengersen -- How size matters: The role of sampling in data mining / Paul D. Scott -- The gamma test / Antonia J. Jones ... [et. al] -- Neural networks-Their use and abuse for small data sets / Denny Meyer, Andrew Balemi, Chris Wearing -- How to train multilayer perceptrons efficiently with large data sets / Hyeyong Park -- Cluster analysis of marketing data examining on-line shopping orientation: A comparison of k-means and rough clustering approaches / Kevin E. Voges, Nigel K.Ll. Pope, Mark R. Brown -- Heuristics in medical data mining / Susan E. George -- Understanding credit card user's behaviour: A data mining approach / A. de Carvalho ... [et. al] -- Heuristic knowledge discovery for archaeological data using genetic algorithms and rough sets / Alina Lazar
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| Subject
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Combinatorial optimization
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| Subject
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Heuristic programming
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| Dewey Classification
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006.3
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| LC Classification
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T57.84.H48 2002
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| Added Entry
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Abbass, Hussein A
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Newton, Charles S., (Charles Sinclair),1942-
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Sarker, Ruhul A
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| Cover Title
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Heuristics & optimization for knowledge discovery
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