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.
Results 1-5 of 67
... DATABASE OF RESEARCH PROJECTS USING TEXT MINING AND LINK ANALYSIS 157 Marko Grobelnik and Dunja Mladenić WEBSITE ACCESS ANALYSIS FOR A NATIONAL STATISTICAL AGENCY 167 Alípio Jorge, Mário A. Alves, Marko Grobelnik, Dunja Mladenić, and ...
... databases, machine learning, pattern recognition, statistics, visualization, and others. Decision support is concerned with developing systems aimed at helping decision makers solve problems and make decisions. Decision support provides ...
... database of solutions. The Japanese Active Mining project (Motoda, 2002) extends the scope to the active acquisition of data and emphasises the role of a domain expert in all stages of the data mining process. The US project on Evidence ...
... 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. Contributing Authors Mário Amado Alves (maa Goliacc.up.pt) is a ...
... databases, and studies at the Department of Information and Knowledge Engineering at the University of Economics in Prague. Jiří Kléma (klema®labe.felk.cvut.cz) is assistant professor at the Department of Cybernetics, Czech Technical ...
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