عنوان

Data mining and data visualization /

0444511415

9780444511416

b743258

Data mining and data visualization /

[Book]

edited by C.R. Rao, E.J. Wegman, J.L. Solka.

1st ed.

San Diego, CA :

Elsevier North Holland,

2005.

xiv, 643 pages :

illustrations (some color), maps ;

25 cm.

Handbook of statistics,

v. 24

0169-7161 ;

Includes bibliographical references and index.

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.

0

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.

Handbook of statistics 24

Handbook of statistics vol 24

Handbook of statistics volume 24

Data mining-- Statistical methods.

Data mining.

Exploration de données (Informatique)

Exploration de données (Informatique)-- Méthodes statistiques.

Data mining-- Statistical methods.

Data mining.

Data mining.

Exploration de données.

Méthode statistique.

Statistiek.

Visualisation.

QA

Rao, C. Radhakrishna, (Calyampudi Radhakrishna),1920-

Solka, Jeffrey L.,1955-

Wegman, Edward J.,1943-

20201204034742.0

[Book]

Y