Data mining and decision support : integration and collaboration / edited by Dunja Mladenić ... [et al.]
- Bib ID:
- 3060628
- Format:
- Book
- Online Version:
- Table of contents
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- Publisher description
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- Description:
-
- Boston, Mass. ; London : Kluwer Academic Publishers, c2003
- xxiii, 275 p. : ill. ; 25 cm.
- ISBN:
- 1402073887
- Series:
- Kluwer international series in engineering and computer science ; SECS 745.
- Full contents:
-
- Machine derived contents note: Preface ix
- Acknowledgments xi
- Foreword xiii
- Contributing Authors xvii
- PART I BASIC TECHNOLOGIES 1
- Edited by Dunja Mladeni6
- 1. DATA MINING 3
- Nada Lavrac and Marko Grobelnik
- 2. TEXT AND WEB MINING 15
- Dunja Mladenic and Marko Grobelnik
- 3. DECISION SUPPORT 23
- Marko Bohanec
- 4. INTEGRATION OF DATA MINING AND DECISION
- SUPPORT 37
- Nada Lavrac and Marko Bohanec
- 5. COLLABORATION IN A DATA MINING VIRTUAL
- ORGANIZATION 49
- Steve Moyle, Jane McKenzie, and Alfpio Jorge
- 6. DATA MINING PROCESSES AND COLLABORATION
- PRINCIPLES 63
- Alipio Jorge, Steve Moyle, Hendrik Blockeel, and Angi VoB
- PART II INTEGRATION ASPECTS OF DATA MINING
- AND DECISION SUPPORT 79
- Edited by Marko Bohanec
- 7. DECISION SUPPORT FOR DATA MINING: AN INTRODUCTION
- TO ROC ANALYSIS AND ITS APPLICATIONS 81
- Peter Flach, Hendrik Blockeel, C6sar Ferri, Jose Herndndez-Orallo,
- and Jan Struyf
- 8. DATA MINING FOR DECISION SUPPORT: SUPPORTING
- MARKETING DECISIONS THROUGH SUBGROUP DISCOVERY 91
- Bojan Cestnik, Nada Lavrac, Peter Flach, Dragan Gamberger, and
- Mihael Kline
- 9. PREPROCESSING FOR DATA MINING AND DECISION
- SUPPORT 107
- Olga Stepinkovi, Petr Aubrecht, Zden6k Kouba, and Petr
- Miksovsky
- 10. DATA MINING AND DECISION SUPPORT INTEGRATION
- THROUGH THE PREDICTIVE MODEL MARKUP
- LANGUAGE STANDARD AND VISUALIZATION 119
- Dietrich Wettschereck, Alfpio Jorge, and Steve Moyle
- PART III APPLICATIONS OF DATA MINING AND
- DECISION SUPPORT 131
- Edited by Steve Moyle
- 11. ANALYSIS OF SLOVENIAN MEDIA SPACE 133
- Marko Grobelnik, Maja Skrjanc, and Darko ZupaniE
- 12. ON THE ROAD TO KNOWLEDGE: MINING 21 YEARS OF UK
- TRAFFIC ACCIDENT REPORTS 143
- Peter Flach, Hendrik Blockeel, Thomas Gartner, Marko Grobelnik,
- Branko Kavgek, Martin Kejkula, Darek Krzywania, Nada Lavrac,
- Peter Ljubi E, Dunja Mladeni6, Steve Moyle, Stefan Raeymaekers,
- Jan Rauch, Simon Rawles, Rita Ribeiro, Gert Sclep, Jan Struyf,
- LjupEo Todorovski, Luis Torgo, Dietrich Wettschereck, and
- Shaomin Wu
- 13. ANALYSIS OF A DATABASE OF RESEARCH PROJECTS
- USING TEXT MINING AND LINK ANALYSIS 157
- Marko Grobelnik and Dunja Mladenic
- 14. WEB SITE ACCESS ANALYSIS FOR A NATIONAL
- STATISTICAL AGENCY 167
- Alfpio Jorge, Mario A. Alves, Marko Grobelnik, Dunja Mladeni6,
- and Johann Petrak
- 15. FIVE DECISION SUPPORT APPLICATIONS 177
- Marko Bohanec, Vladislav Rajkovi6, and Bojan Cestnik
- 16. LARGE AND TALL BUILDINGS: A CASE STUDY IN THE
- APPLICATION OF DECISION SUPPORT AND DATA MINING 191
- Steve Moyle, Marko Bohanec, and Eric Osrowski
- 17. A COMBINED DATA MINING AND DECISION SUPPORT
- APPROACH TO EDUCATIONAL PLANNING 203
- Silvana Gasar, Marko Bohanec, and Vladislav Rajkovic
- PART IV COLLABORATION ASPECTS 213
- Edited by Nada Lavrac
- 18. COLLABORATIVE DATA MINING WITH RAMSYS AND
- SUMATRA TT: PREDICTION OF RESOURCES FOR A
- HEALTH FARM 215
- Olga Stepankovd, Jifi Kl6ma, and Petr Miksovsky
- 19. COLLABORATIVE DECISION MAKING: AN
- ENVIRONMENTAL CASE STUDY 227
- Tanja UrbanciE, Marko Bohanec, and Branko Konti6
- 20. LESSONS LEARNED FROM DATA MINING, DECISION
- SUPPORT AND COLLABORATION 237
- Dunja Mladeni6, Nada Lavrac, and Marko Bohanec
- 21. INTERNET SUPPORT TO COLLABORATION: A KNOWLEDGE
- MANAGEMENT AND ORGANIZATIONAL MEMORY VIEW 247
- Alfpio Jorge, Damjan Bojadziev, Mario Amado Alves, Olga
- Stepankova, Dunja Mladeni6, Jifi Palous, Peter Flach, and Johann
- Petrak
- 22. MIND THE GAP: ACADEMIA-BUSINESS PARTNERSHIP MODELS
- AND E-COLLABORATION LESSONS LEARNED 261
- Nada Lavrac and Tanja Urbancic
- Subject index 271.
- Notes:
- Includes bibliographical references and index.
- Subject:
- Other authors/contributors:
- Mladenić, Dunja, 1967-
- Copyright:
-
In Copyright
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Copyright status was determined using the following information:
- Material type:
- Literary Dramatic Musical
- Published status:
- Published
- Publication date:
- 2003
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