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 38
... MARKETING DECISIONS THROUGH SUBGROUP DISCOVERY 91 Bojan Cestnik, Nada Lavrač, Peter Flach, Dragan Gamberger, and Mihael Kline PREPROCESSING FOR DATA MINING AND DECISION SUPPORT 107 Olga Štěpánková, Petr Aubrecht, Zdeněk Kouba, and Petr ...
... marketing. 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 ...
... marketing, health care, finance, environment, economic planning, career planning, and military. The ultimate purpose of industrial data mining is the use of the resulting patterns to solve some problem: predicting sales or customer ...
... marketing domains, and has set up the Internet Data Mining Server. Thomas Gärtner (thomas.gaertner (G)ais.fraunhofer.de) is a PhD candidate at the Fraunhofer Insititute for Autonomous Intelligent Systems at Sankt Augustin and a research ...
... marketing agency Kline & Partner. He has been a management consultant to Slovenian companies in marketing, management and communications skills. He is the author of a book, four monographs and over 50 professional articles. Branko ...
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