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.
He works on knowledge discovery from databases, and studies at the Department of ... He has been a management consultant to Slovenian companies in marketing, management and communications skills. He is the author of a book, ...
She is the author of two books on business and knowledge management. Her research covers the effects of information technologies on learning, business and management, and the emergence of virtual organizations.
ostrowskiQecharris.com) is a Partner of EC Harris, and leads knowledge development within the organization. He has significant experience in knowledge management techniques and is actively involved in external specialist research in the ...
Her research interests cover knowledge management and transfer, and artificial intelligence methods for modeling human skills. Angi Vos (angelika.voss®ais.fraunhofer.de) is Head of the Department for Mediation xxii Data mining and ...
Data mining is presented from the point of view of the process of knowledge discovery in databases. ... a need in the database industry to deliver solutions enhancing the traditional solutions based upon data management and reporting.
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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