عنوان

Data mining and data visualization /

(Number (ISBN

0444511415

(Number (ISBN

9780444511416

Number

b743258

Title Proper

Data mining and data visualization /

General Material Designation

[Book]

First Statement of Responsibility

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

Edition Statement

1st ed.

Place of Publication, Distribution, etc.

San Diego, CA :

Name of Publisher, Distributor, etc.

Elsevier North Holland,

Date of Publication, Distribution, etc.

2005.

Specific Material Designation and Extent of Item

xiv, 643 pages :

Other Physical Details

illustrations (some color), maps ;

Dimensions

25 cm.

Series Title

Handbook of statistics,

Volume Designation

v. 24

ISSN of Series

0169-7161 ;

Text of Note

Includes bibliographical references and index.

Text of Note

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

Text of Note

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.

Variant Title

Handbook of statistics 24

Variant Title

Handbook of statistics vol 24

Variant Title

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

Number

Number

Edition

Edition

Class number

Book number

Class number

System Code

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

Solka, Jeffrey L.,1955-

Wegman, Edward J.,1943-

Date of Transaction

20201204034742.0

Electronic name

[Book]

Y