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.
DATA MINING Nada Lavrač and Marko Grobelnik 2. TEXT AND WEB MINING Dunja Mladenič and Marko Grobelnik 3. DECISION SUPPORT Marko Bohanec 4. INTEGRATION OF DATA MINING AND DECISION SUPPORT Nada Lavrač and Marko Bohanec 5.
DECISION SUPPORT 131 Edited by Steve Moyle ANALYSIS OF SLOVENIAN MEDIA SPACE 133 Marko Grobelnik, Maja Škrjanc, and Darko Zupanić ON THE ROAD TO KNOWLEDGE: MINING 21 YEARS OF UK TRAFFIC ACCIDENT REPORTS 143 Peter Flach, Hendrik Blockeel ...
Her interests and work cover human information processing, human sexuality, education, e-communication, machine learning, data mining, and decision making from both the human and the computer standpoint. Marko Grobelnik (marko.grobelnik ...
Integration and Collaboration Dunja Mladenic, Nada Lavrač, Marko Bohanec, Steve Moyle. BASIC TECHNOLOGIES Edited by Dunja Mladenić Chapter 1 DATA MINING Nada Lavrač and Marko Grobelnik Abstract: PART I.
Chapter 1 DATA MINING Nada Lavrač and Marko Grobelnik Abstract: This chapter gives an informal introduction to data mining, an area that grew into a recognizable scientific and engineering discipline through the nineties.
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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