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 52
... DECISION MAKING: AN ENVIRONMENTAL CASE STUDY 227 Tanja Urbančić, Marko Bohanec, and Branko Kontić 20. LESSONS LEARNED FROM DATA MINING, DECISION SUPPORT AND COLLABORATION 237 Dunja Mladenić, Nada Lavrač, and Marko Bohanec 21. INTERNET ...
... Decision Support; Part III: Applications of Data Mining and Decision Support; Part IV: Collaboration Aspects. Part I gives an overview of the technologies used in practical data analysis and decision-making problem solving, briefly ...
... decision support for data mining approach, which is aimed at improving the data mining process by decision support ... making. The third chapter addresses the knowledge management aspects of collaboration. The last two chapters report ...
... decision-making solutions for clients. The successful remote collaboration of partners in this project was funded by the Commission of European Communities. We are grateful to the project officer Ralf Hansen and project reviewers Luis ...
... decision making. In this approach the human decision maker makes the alternatives and the criteria for preferring one to the other explicit and then uses this to make a rational decision. This process can be supported by computational ...
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