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.
Results 1-5 of 82
A COMBINED DATA MINING AND DECISION SUPPORT APPROACH TO EDUCATIONAL PLANNING 203 Silvana Gasar, Marko Bohanec, and Vladislav Rajković PART IV COLLABORATION ASPECTS 213 Edited by Nada Lavrač 18. COLLABORATIVE DATA MINING WITH RAMSYS AND ...
There are four chapters, presenting four possible integration approaches. The first chapter presents the decision support for data mining approach, which Preface INTEGRATION ...
chapter presents the decision support for data mining approach, which is aimed at improving the data mining process by decision support methods, in particular decision support based on the ROC analysis. The second chapter addresses the ...
A complementary approach to such problem solving that does not rely on collecting observational data is decision making. In this approach the human decision maker makes the alternatives and the criteria for preferring one to the other ...
The industrial case studies illustrate the practical value of the approach. In this respect, the book will be of interest also to researchers, practitioners and students of knowledge management. The virtual enterprise organizational ...
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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