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.
From inside the book
Results 1-5 of 20
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 ...
These applications are drawn from the following domains: mass media, road traffic accidents, collaborating research organizations, Web site logs, loan allocation, building construction, and education. The first two chapters in the part ...
A sample subgroup, extracted from the database of UK traffic 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 ...
Examples of decision trees, classification and association rules induced 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.
4.2 The analysis of UK traffic accident data The UK traffic accident data, available in the Personal Injury Road Accident ... This database records details about the accidents, together with the vehicles and casualties involved.
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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