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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... DATA MINING 191 Steve Moyle, Marko Bohanec, and Eric ... MODELS AND E-COLLABORATION LESSONS LEARNED 261 Nada Lavrač and Tanja Urbančić Subject index 271 Preface The main aim of this book is to present Data mining and decision support vii.
... consultancy concerning the principal–agent theory and Andrej Orel for the collaboration in studying IPR issues and virtual enterprise models. Foreword The area of data mining is concerned with the xii Data mining and decision support.
... models and testimonies of practical collaboration experiences of business and academic institutions will certainly be illuminating for the reader. Finally, some explicit “lessons learned' are worth considering when entering into ...
... data mining, methods for adaptive interactive systems, information extraction and models of human learning. Jan Struyf (Jan.StruyfG)cs.kuleuven.ac.be) is a research assistant at the Fund for Scientific Research of Flanders and a student ...
... data mining methods exist, including predictive data mining methods, which typically result in models that can be used for prediction and classification, and descriptive data mining methods which can be used for exploratory data ...
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