Quality Measures in Data Mining
Data mining analyzes large amounts of data to discover knowledge relevant to decision making. Typically, numerous pieces of knowledge are extracted by a data mining system and presented to a human user, who may be a decision-maker or a data-analyst. The u
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Fabrice Guillet, Howard J. Hamilton (Eds.) Quality Measures in Data Mining
Studies in Computational Intelligence, Volume 43 Editor-in-chief Prof. Janusz Kacprzyk Systems Research Institute Polish Academy of Sciences ul. Newelska 6 01-447 Warsaw Poland E-mail: [email protected] Further volumes of this series can be found on our homepage: springer.com Vol. 26. Nadia Nedjah, Luiza de Macedo Mourelle (Eds.) Swarm Intelligent Systems, 2006 ISBN 3-540-33868-3 Vol. 27. Vassilis G. Kaburlasos Towards a Unified Modeling and KnowledgeRepresentation based on Lattice Theory, 2006 ISBN 3-540-34169-2 Vol. 28. Brahim Chaib-draa, J¨org P. M¨uller (Eds.) Multiagent based Supply Chain Management, 2006 ISBN 3-540-33875-6 Vol. 29. Sai Sumathi, S.N. Sivanandam Introduction to Data Mining and its Application, 2006 ISBN 3-540-34689-9 Vol. 30. Yukio Ohsawa, Shusaku Tsumoto (Eds.) Chance Discoveries in Real World Decision Making, 2006 ISBN 3-540-34352-0 Vol. 31. Ajith Abraham, Crina Grosan, Vitorino Ramos (Eds.) Stigmergic Optimization, 2006 ISBN 3-540-34689-9 Vol. 32. Akira Hirose Complex-Valued Neural Networks, 2006 ISBN 3-540-33456-4 Vol. 33. Martin Pelikan, Kumara Sastry, Erick Cant´u-Paz (Eds.) Scalable Optimization via Probabilistic Modeling, 2006 ISBN 3-540-34953-7 Vol. 34. Ajith Abraham, Crina Grosan, Vitorino Ramos (Eds.) Swarm Intelligence in Data Mining, 2006
ISBN 3-540-34955-3 Vol. 35. Ke Chen, Lipo Wang (Eds.) Trends in Neural Computation, 2007 ISBN 3-540-36121-9 Vol. 36. Ildar Batyrshin, Janusz Kacprzyk, Leonid Sheremetor, Lotfi A. Zadeh (Eds.) Preception-based Data Mining and Decision Making in Economics and Finance, 2006 ISBN 3-540-36244-4 Vol. 37. Jie Lu, Da Ruan, Guangquan Zhang (Eds.) E-Service Intelligence, 2007 ISBN 3-540-37015-3 Vol. 38. Art Lew, Holger Mauch Dynamic Programming, 2007 ISBN 3-540-37013-7 Vol. 39. Gregory Levitin (Ed.) Computational Intelligence in Reliability Engineering, 2007 ISBN 3-540-37367-5 Vol. 40. Gregory Levitin (Ed.) Computational Intelligence in Reliability Engineering, 2007 ISBN 3-540-37371-3 Vol. 41. Mukesh Khare, S.M. Shiva Nagendra (Eds.) Artificial Neural Networks in Vehicular Pollution Modelling, 2007 ISBN 3-540-37417-5 Vol. 42. Bernd J. Kr¨amer, Wolfgang A. Halang (Eds.) Contributions to Ubiquitous Computing, 2007 ISBN 3-540-44909-4 Vol. 43. Fabrice Guillet, Howard J. Hamilton (Eds.) Quality Measures in Data Mining, 2007 ISBN 3-540-44911-6
Fabrice Guillet Howard J. Hamilton (Eds.)
Quality Measures in Data Mining With 51 Figures and 78 Tables
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Fabrice Guillet LINA-CNRS FRE 2729 - Ecole polytechnique de l’universit´e de Nantes Rue Christian-Pauc-La Chantrerie - BP 60601 44306 NANTES Cedex 3-France E-mail: [email protected]
Howard J. Hamilton Department of Computer Science University of Regina Regina, SK S4S 0A2-Canada E-mail: [email protected]
Library of Congress Control Number: 2006932577 ISSN print edition: 1860-949X ISSN electronic edition: 1860-9503 ISBN-10 3-54
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