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.
... Dietrich Wettschereck, and Shaomin Wu ANALYSIS OF A DATABASE OF RESEARCH PROJECTS USING TEXT MINING AND LINK ANALYSIS 157 Marko Grobelnik and Dunja Mladenić WEBSITE ACCESS ANALYSIS FOR A NATIONAL STATISTICAL AGENCY 167 Alípio Jorge, ...
It is an interdisciplinary area involving databases, machine learning, pattern recognition, statistics, visualization, and others. Decision support is concerned with developing systems aimed at helping decision makers solve problems and ...
The MiningMart project (Morik and Scholz, 2003) developed methods and tools that include the preprocessing stage and support the construction and use of a database of solutions. The Japanese Active Mining project (Motoda, 2002) extends ...
The MiningMart Approach to Knowledge Discovery in Databases, In (eds. Zhong, N. and Liu, J.), Handbook of Intelligent IT, IOS Press. Motoda, H. (ed.) (2002), Active Mining: New Directions of Data Mining, IOS Press.
... is a member of the Laboratory for Intelligent systems (LISp) in Prague, Czech Republic. He works on knowledge discovery from databases, and studies at the Department of ...
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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