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 41
COLLABORATION IN A DATA MINING VIRTUAL ORGANIZATION Steve Moyle, Jane McKenzie, and Alipio Jorge 6. DATA MINING PROCESSES AND COLLABORATION PRINCIPLES Alípio Jorge, Steve Moyle, Hendrik Blockeel, and Angi Voß ix xi xiii xvii 15 23 37 49 ...
Data mining is concerned with solving problems by analyzing existing data. ... Collaboration in a data mining virtual organization and technology for collaborative data mining are addressed in the last two chapters of Part I. Part II ...
chapter presents the decision support for data mining approach, which is aimed at improving the data mining process by ... Part IV presents practical advantages and limitations of collaborative problem solving framework in a virtual ...
The work reported in this book is a result of the research project 'Data Mining and Decision Support for Business Competitiveness: A European Virtual Enterprise' (Soleunet IST-11495, 2000–2003), enabling twelve academic and business ...
... 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.
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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