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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... ACCIDENT REPORTS 143 Peter Flach, Hendrik Blockeel, Thomas Gärtner, Marko Grobelnik, Branko Kavšek, Martin Kejkula, Darek Krzywania, Nada Lavrač, Peter Ljubič, Dunja Mladenić, Steve Moyle, Stefan Raeymaekers, Jan Rauch, Simon Rawles ...
... accidents, collaborating research organizations, Web site logs, loan allocation, building construction, and education. The first two chapters in the part report on pure data mining applications. The second two chapters describe text and ...
... accidents and evaluated by the traffic expert as interesting, is listed below (transcribed into an English sentence format): “Accident subgroup 1 consists of accidents in which the first car (deemed not responsible for the accident) ...
... in the analysis of the Mediana questionnaire data can be found in Chapter 11. 4.2 The analysis of UK traffic accident data The UK. 4. SELECTED DATA MINING APPLICATIONS 3. SOME DECISION SUPPORT DISCIPLINES. 12 Chapter 1.
... accident data The UK traffic accident data, available in the Personal Injury Road Accident Database for 1979 to 1999 was used to identify trends over time in the relationships between recorded road-user type/injury, vehicle position ...
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