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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... (relational) data mining, machine learning and inductive logic programming, with applications in various scientific domains. He has co-authored over 50 publications in these areas. Marko Bohanec (marko.bohanec (G)ijs.si) is a senior ...
... relational data mining, and declarative programming. Peter Flach (Peter.Flach Qbristol.ac.uk) is Reader in Machine Learning at the Department of Computer Science at the University of Bristol, UK. His research interests include machine ...
... Data Analysis and Computational Linguistics Research Group at Jožef Stefan Institute, Ljubljana, Slovenia. Her research interests include machine learning, relational data mining, inductive logic programming, and intelligent data analysis ...
... relational data mining. He is also the author of the SINUS system for learning from structured data through propositionalisation. Rita Ribeiro (rita Goliacc.up.pt) is a research assistant in the Artificial Intelligence and Data Analysis ...
... relational data mining, especially techniques for improving scalability and efficiency in relational data mining systems. Maja. Škrjanc. (maja.skrjancGijs.si) is a member of the Department of Intelligent Systems, Jožef Stefan Institute ...
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