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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The vision behind this book is the leverage that can be obtained by integrating data mining and decision support systems. For example, in medical decisions, data mining can produce a pattern that can be used to predict the effect of ...
support systems are based on information from the decision maker and possibly from additional experts and decision makers. To achieve integrated data mining / decision making requires including the state-of-the art data mining methods ...
CRISP-DM 1.0: Step-by-step data mining guide, CRISP-DM consortium, http://www.crisp-dm.org Mladenić, D. and Lavrač, N. (eds.), (2003). Data Mining and Decision Support for Business Competitiveness: A European Virtual Enterprise, ...
He has organized several international conferences and other events in artificial intelligence and data mining. He is the coordinator of the data analysis and decision support systems masters program at the University of Porto, ...
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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