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.
... Mikšovsky DATA MINING AND DECISION SUPPORT INTEGRATION THROUGH THE PREDICTIVE MODEL MARKUP LANGUAGE STANDARD AND VISUALIZATION 119 Dietrich Wettschereck, Alípio Jorge, and Steve Moyle PART III APPLICATIONS OF DATA MINING AND | 1.
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 final two chapters of Part II describe the integration of data mining and decision support in data pre-processing, and through model standardization and visualization. Part III describes in detail real-life applications of data ...
The authors of individual chapters would like to thank: – Chapter 10: A. and G. Andrienko, AIS, FhC, Sankt Augustin, Germany for developing some of the visualizations presented in Chapter 10, — Chapter 12: John Bullas of Hampshire ...
His research interests include machine learning (especially distance-based algorithms) and data mining (especially standards and visualization of data mining results). Shaomin Wu (shaomin (a)cs.bris.ac.uk) is a Research Fellow in the ...
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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