Data Mining and Decision Support: Integration and Collaboration
Dunja Mladenic, Nada Lavrač, Marko Bohanec, Steve Moyle
Springer Science & Business Media, Dec 6, 2012 - Computers - 275 pages
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.
TEXT AND WEB MINING Dunja Mladenič and Marko Grobelnik 3. DECISION SUPPORT Marko Bohanec 4. INTEGRATION OF DATA MINING AND DECISION SUPPORT Nada Lavrač and Marko Bohanec 5. COLLABORATION IN A DATA MINING VIRTUAL ORGANIZATION Steve Moyle ...
AND DECISION SUPPORT 79 Edited by Marko Bohanec DECISION SUPPORT FOR DATA MINING: AN INTRODUCTION TO ROC ANALYSIS AND ... Luis Torgo, Dietrich Wettschereck, and Shaomin Wu ANALYSIS OF A DATABASE OF RESEARCH PROJECTS USING TEXT MINING ...
It is the core of the knowledge discovery process, which aims at the extraction of interesting, non-trivial, implicit, previously unknown and ... The first two chapters cover data mining and the specific area of text and web mining.
chapter presents the decision support for data mining approach, which is aimed at improving the data mining process by decision support methods, in particular ... The second two chapters describe text and Web mining applications.
His research interests cover machine learning, cost-sensitive learning, relational data mining, and declarative programming. ... His research interests are the study and development of data, text and Web mining techniques and their ...
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TEXT AND WEB MINING
INTEGRATION OF DATA MINING AND DECISION
COLLABORATION IN A DATA MINING VIRTUAL
DATA MINING PROCESSES AND COLLABORATION
MINING 21 YEARS OF
ANALYSIS OF A DATABASE OF RESEARCH PROJECTS
WEBSITE ACCESS ANALYSIS FOR A NATIONAL
FIVE DECISION SUPPORT APPLICATIONS
COLLABORATIVE DATA MINING WITH RAMSYS
LESSONS LEARNED FROM DATA MINING DECISION
ACADEMIABUSINESS PARTNERSHIP MODELS
PREPROCESSING FOR DATA MINING AND DECISION
DATA MINING AND DECISION SUPPORT INTEGRATION
APPLICATIONS OF DATA MINING
Subject index 271