Data mining and decision support : integration and collaboration / edited by Dunja Mladenić ... [and others].

Format:

Book

Contributor:

Mladenić, Dunja, 1967-

Lawrence A. Medansky Memorial Book Fund.

Rosengarten Family Fund.

Series:

Kluwer international series in engineering and computer science ; SECS 745.

Kluwer international series in engineering and computer science ; SECS 745

Language:

English

Subjects (All):

Data mining.

Decision support systems.

Physical Description:

xxiii, 275 pages : illustrations ; 25 cm.

Place of Publication:

Boston : Kluwer Academic Publishers, 2003.

Contents:

Part I Basic Technologies / Edited by Dunja Mladenic 1

1. Data Mining / Nada Lavrac, Marko Grobelnik 3

2. Text and Web Mining / Dunja Mladenic, Marko Grobelnik 15

3. Decision Support / Marko Bohanec 23

4. Integration of Data Mining and Decision Support / Nada Lavrac, Marko Bohanec 37

5. Collaboration in a Data Mining Virtual Organization / Steve Moyle, Jane McKenzie, Alipio Jorge 49

6. Data Mining Processes and Collaboration Principles / Alipio Jorge, Steve Moyle, Hendrik Blockeel, Angi Voss 63

Part II Integration Aspects of Data Mining and Decision Support / Edited by Marko Bohanec 79

7. Decision Support for Data Mining: An Introduction to ROC Analysis and Its Applications / Peter Flach, Hendrik Blockeel, Cesar Ferri, Jose Hernandez-Orallo, Jan Struyf 81

8. Data Mining for Decision Support: Supporting Marketing Decisions Through Subgroup Discovery / Bojan Cestnik, Nada Lavrac, Peter Flach, Dragan Gamberger, Mihael Kline 91

9. Preprocessing for Data Mining and Decision Support / Olga Stepankova, Petr Aubrecht, Zdenek Kouba, Petr Miksovsky 107

10. Data Mining and Decision Support Integration Through the Predictive Model Markup Language Standard and Visualization / Dietrich Wettschereck, Alipio Jorge, Steve Moyle 119

Part III Applications of Data Mining and Decision Support / Edited by Steve Moyle 131

11. Analysis of Slovenian Media Space / Marko Grobelnik, Maja Skrjanc, Darko Zupanic 133

12. On the Road to Knowledge: Mining 21 Years of UK Traffic Accident Reports / Peter Flach, Hendrik Blockeel, Thomas Gartner, Marko Grobelnik, Branko Kavsek, Martin Kejkula, Darek Krzywania, Nada Lavrac, Peter Ljubic, Dunja Mladenic, Steve Moyle, Stefan Raeymaeker, Jan Rauch, Simon Rawles, Rita Ribeiro, Gert Sclep, Jan Struyf, Ljupco Todorovski, Luis Torgo, Dietrich Wettschereck, Shaomin Wu 143

13. Analysis of a Database of Research Projects Using Text Mining and Link Analysis / Marko Grobelnik, Dunja Mladenic 157

14. Web Site Access Analysis for a National Statistical Agency / Alipio Jorge, Mario A. Alves, Marko Grobelnik, Dunja Mladenic, Johann Petrak 167

15. Five Decision Support Applications / Marko Bohanec, Vladislav Rajkovic, Bojan Cestnik 177

16. Large and Tall Buildings: A Case Study in the Application of Decision Support and Data Mining / Steve Moyle, Marko Bohanec, Eric Osrowski 191

17. A Combined Data Mining and Decision Support Approach to Educational Planning / Silvana Gasar, Marko Bohanec, Vladislav Rajkovic 203

Part IV Collaboration Aspects / Edited by Nada Lavrac 213

18. Collaborative Data Mining with Ramsys and Sumatra TT: Prediction of Resources for a Health Farm / Olga Stepankova, Jiri Klema, Petr Miksovsky 215

19. Collaborative Decision Making: An Environmental Case Study / Tanja Urbancic, Marko Bohanec, Branko Kontic 227

20. Lessons Learned from Data Mining, Decision Support and Collaboration / Dunja Mladenic, Nada Lavrac, Marko Bohanec 237

21. Internet Support to Collaboration: A Knowledge Management and Organizational Memory View / Alipio Jorge, Damjan Bojadziev, Mario Amado Alves, Olga Stepankova, Dunja Mladenic, Jiri Palous, Peter Flach, Johann Petrak 247

22. Mind the GAP: A Cademia-Business Partnership Models and E-Collaboration Lessons Learned / Nada Lavrac, Tanja Urbancic 261.

Notes:

Includes bibliographical references and index.

Local Notes:

Acquired for the Penn Libraries with assistance from the Rosengarten Family Fund.

Acquired for the Penn Libraries with assistance from the Lawrence A. Medansky Memorial Book Fund.

Presented in memory of Lawrence A. Medansky; 2003/2004

ISBN:

1402073887

OCLC:

52295509