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.
... and Jan Struyf DATA MINING FOR DECISION SUPPORT: SUPPORTING MARKETING DECISIONS THROUGH SUBGROUP DISCOVERY 91 Bojan ... and Darko Zupanić ON THE ROAD TO KNOWLEDGE: MINING 21 YEARS OF UK TRAFFIC ACCIDENT REPORTS 143 Peter Flach, ...
It is the core of the knowledge discovery process, which aims at the extraction of interesting, non-trivial, implicit, previously unknown and potentially useful information from data. It is an interdisciplinary area involving databases, ...
The US project on Evidence Extraction and Link Discovery addresses similar issues but in the context of specific ... In this respect, the book will be of interest also to researchers, practitioners and students of knowledge management.
The MiningMart Approach to Knowledge Discovery in Databases, In (eds. Zhong, N. and Liu, J.), Handbook of Intelligent IT, IOS Press. Motoda, H. (ed.) (2002), Active Mining: New Directions of Data Mining, IOS Press.
His research interests include machine learning, knowledge discovery, and intelligent data analysis. He has worked on various induction-based data analysis applications in medical and marketing domains, and has set up the Internet Data ...
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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