Data Mining and Decision Support: Integration and CollaborationDunja Mladenic, Nada Lavrač, Marko Bohanec, Steve Moyle Data mining deals with finding patterns in data that are by user-definition, interesting and valid. It is an interdisciplinary area involving databases, machine learning, pattern recognition, statistics, visualization and others. Independently, data mining and decision support are well-developed research areas, but until now there has been no systematic attempt to integrate them. Data Mining and Decision Support: Integration and Collaboration, written by leading researchers in the field, presents a conceptual framework, plus the methods and tools for integrating the two disciplines and for applying this technology to business problems in a collaborative setting. |
From inside the book
Results 1-5 of 38
... MINING 15 Dunja Mladenić and Marko Grobelnik 3 . DECISION SUPPORT 23 Marko Bohanec 4 . INTEGRATION OF DATA MINING AND DECISION SUPPORT 37 Nada Lavrač and Marko Bohanec 5 . COLLABORATION IN A DATA MINING VIRTUAL ORGANIZATION 49 Steve ...
... mining and decision support , as well as their application to business problems in a collaborative ... virtual organization and technology for collaborative data mining are ... mining approach , Preface INTEGRATION ASPECTS OF DATA MINING.
... mining approach , which is aimed at improving the data mining process by decision ... organizations , Web site logs , loan allocation , building construction ... virtual enterprise formed from remote teams collaborating mostly via the ...
... Mining and Decision Support for Business Competitiveness : A European Virtual Enterprise ' ( SolEuNet IST - 11495 , 2000-2003 ) , enabling twelve academic and business teams to form a virtual enterprise aimed at the development of practical ...
... company , Lauryn , s.r.o. , for providing the data for the SPA project , and Štěpán Lauryn who was very helpful in all ... virtual enterprise models . Foreword The area of data mining is concerned with the xii Data mining and decision ...
Contents
3 | |
TEXT AND WEB MINING | 15 |
DECISION SUPPORT | 23 |
INTEGRATION OF DATA MINING AND DECISION | 37 |
COLLABORATION IN A DATA MINING VIRTUAL | 49 |
DATA MINING PROCESSES AND COLLABORATION | 63 |
AN INTRODUCTION | 80 |
SUPPORTING | 91 |
MINING 21 YEARS OF | 142 |
ANALYSIS OF A DATABASE OF RESEARCH PROJECTS | 157 |
WEB SITE ACCESS ANALYSIS FOR A NATIONAL | 167 |
FIVE DECISION SUPPORT APPLICATIONS | 177 |
COLLABORATIVE DATA MINING WITH RAMSYS | 215 |
LESSONS LEARNED FROM DATA MINING DECISION | 237 |
A KNOWLEDGE | 247 |
ACADEMIABUSINESS PARTNERSHIP MODELS | 261 |
PREPROCESSING FOR DATA MINING AND DECISION | 107 |
DATA MINING AND DECISION SUPPORT INTEGRATION | 118 |
APPLICATIONS OF DATA MINING | 131 |
Subject index 271 | 270 |
Other editions - View all
Data Mining and Decision Support: Integration and Collaboration Dunja Mladenic,Nada Lavrač,Marko Bohanec,Steve Moyle No preview available - 2012 |