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" Data mining and data visualization / "
edited by C.R. Rao, E.J. Wegman, J.L. Solka.
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BL
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| Record Number
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988888
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b743258
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| Title & Author
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Data mining and data visualization /\ edited by C.R. Rao, E.J. Wegman, J.L. Solka.
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| Edition Statement
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1st ed.
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| Publication Statement
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Amsterdam ;San Diego, CA :: Elsevier North Holland,, 2005.
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| Series Statement
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Handbook of statistics,; v. 24
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| Page. NO
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xiv, 643 pages :: illustrations (some color), maps ;; 25 cm.
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| ISBN
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0444511415
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: 9780444511416
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| Bibliographies/Indexes
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Includes bibliographical references and index.
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| Contents
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1. Statistical data mining / Edward J. Wegman and Jeffrey L. Solka -- 2. From data mining to knowledge mining / Kenneth A. Kaufman and Ryszard S. Michalski -- 3. Mining computer security data / David J. Marchette -- 4. Data mining of text files / Angel R. Martinez -- 5. Text data mining with minimal spanning trees / Jeffrey L. Solka, Avory C. Bryant and Edward J. Wegman -- 6. Information hiding : steganography and steganalysis / Zoran Duric, Michael Jacobs and Sushil Jajodia -- 7. Canonical variate analysis and related methods for reduction of dimensionality and graphical representation / C. Radhakrishna Rao -- 8. Pattern recognition / David J. Hand -- 9. Multidimensional density estimation / David W. Scott and Stephan R. Sain -- 10. Multivariate outlier detection and robustness / Mia Hubert, Peter J. Rousseeuw and Stefan Van Aelst -- 11. Classification and regression trees, bagging, and boosting / Clifton D. Sutton -- 12. Fast algorithms for classification using class cover catch digraphs / David J. Marchette, Edward J. Wegman and Carey E. Priebe -- 13. On genetic algorithms and their applications / Yasmin H. Said -- 14. Computational methods for high-dimensional rotations in data visualization / Andreas Buja, Dianne Cook, Daniel Asimov and Catherine Hurley -- 15. Some recent graphics templates and software for showing statistical summaries / Daniel B. Carr -- 16. Interactive statistical graphics : the paradigm of linked views / Adalbert Wilhelm -- 17. Data visualization and virtual reality / Jim X. Chen.
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| Abstract
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The material in this volume is divided into three main thematic areas: aspects of data mining; statistical and related analytical methods applicable to data mining; and data visualization methods appropriate to data mining.
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| Subject
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Data mining-- Statistical methods.
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Data mining.
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Exploration de données (Informatique)
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Exploration de données (Informatique)-- Méthodes statistiques.
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Data mining-- Statistical methods.
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Data mining.
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Exploration de données.
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Méthode statistique.
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Visualisation.
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Data mining.
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Statistiek.
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| Dewey Classification
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005.74
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006.312
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| LC Classification
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QA76.9.D343D3814 2005
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| NLM classification
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83.03bcl
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| Added Entry
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Rao, C. Radhakrishna, (Calyampudi Radhakrishna),1920-
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Solka, Jeffrey L.,1955-
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Wegman, Edward J.,1943-
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| variant title
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Handbook of statistics 24
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Handbook of statistics vol 24
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Handbook of statistics volume 24
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