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.
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He works on adaptive hypertext and data mining, and teaches artificial intelligence and software engineering at the Open University of Portugal (Universidade Aberta). ... His research interests include (relational) data mining, ...
His research interests cover machine learning, cost-sensitive learning, relational data mining, and declarative programming. Peter Flach (Peter.Flach Qbristol.ac.uk) is Reader in Machine Learning at the Department of Computer Science at ...
Her research interests include machine learning, relational data mining, inductive logic programming, and intelligent data analysis in medicine. She is a co-author and co-editor of several books, including Inductive Logic Programming: ...
His research interests include machine learning, relational data mining and web mining. Jan Rauch (rauch Qvse.cz) is Head of the EuroMISE centrum Cardio department and member of the Department of Information and Knowledge Engineering at ...
His research interests include machine learning, relational data mining, especially techniques for improving scalability ... Her research focuses on machine learning and data mining, with applications to linguistic rule discovery and ...
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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