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.
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INTERNET SUPPORT TO COLLABORATION: A KNOWLEDGE MANAGEMENT AND ORGANIZATIONAL MEMORY VIEW 247 Alípio Jorge, Damjan Bojadžiev, Mário Amado Alves, Olga Štěpánková, Dunja Mladenić, Jiří Palouš, Peter Flach, and Johann Petrak 22.
... third chapter addresses the knowledge management aspects of collaboration. The last two chapters report on the lessons learned from the collaboration of academic and business partners in the virtual enterprise framework.
... Chapter 16: Knowledge Management Forum at Henley Management College UK for bringing them together, — Chapter 18: The company, Lauryn, s.r.o., for providing the data for the SPA project, and Štěpán Lauryn who was very helpful in all ...
In this respect, the book will be of interest also to researchers, practitioners and students of knowledge management. The virtual enterprise organizational models and testimonies of practical collaboration experiences of business and ...
His research interests include data preprocessing, data warehousing, data mining, and knowledge engineering. ... His publications include papers in the journals Machine Learning, Information & Management, Artificial Intelligence, ...
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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