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 51
LARGE AND TALL BUILDINGS: A CASE STUDY IN THE APPLICATION OF DECISION SUPPORT AND DATA MINING 191 Steve Moyle, ... COLLABORATIVE DECISION MAKING: AN ENVIRONMENTAL CASE STUDY 227 Tanja Urbančić, Marko Bohanec, and Branko Kontić 20.
It is the core of the knowledge discovery process, which aims at the extraction of interesting, non-trivial, ... Decision support is concerned with developing systems aimed at helping decision makers solve problems and make decisions.
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 ...
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 ...
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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