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.
... chapters presented in this book provide a foundation for this new research area at the intersection of data mining and ... chapter presents the decision support for data mining approach, which Preface INTEGRATION ASPECTS OF DATA MINING.
... chapters of this part report on collaborative data mining and collaborative decision-making. The third chapter addresses the knowledge management aspects of collaboration. The last two chapters report on the lessons learned from the ...
... chapters would like to thank: – Chapter 10: A. and G. Andrienko, AIS, FhC, Sankt Augustin, Germany for developing some of the visualizations presented in Chapter 10, — Chapter 12: John Bullas of Hampshire County Council for Acknowledgments.
... Chapter 16: Knowledge Management Forum at Henley Management College UK for bringing them together, — Chapter 18: The company, Lauryn, s.r.o., for providing the data for the SPA project, and Štěpán Lauryn who was very helpful in all ...
... chapter, data mining is presented from historical, application and scientific perspective. The chapter describes selected data mining methods that proved useful in the applications described in this book. 1. INTRODUCTION Data mining ...
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