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      1. Data och IT
      2. Databaser

      Data Mining and Decision Support

      Integration and Collaboration

      AvDunja Mladenic,Nada Lavrač

      Inbunden, Engelska, 2003

      Del i serien Springer International Series in Engineering and Computer Science

      1 716 kr

      Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt över 249 kr.

      Beskrivning

      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. Decision support focuses on developing systems to help decision-makers solve problems. Decision support provides a selection of data analysis, simulation, visualization and modeling techniques, and software tools such as decision support systems, group decision support and mediation systems, expert systems, databases and data warehouses. 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.`Physics of the Solar System, the new text by Bertotti, Farinella and Vokrouhlicky, succinctly and clearly treats the broad span of topics needed to understand the solar system's structure, formation and operation. The authors show an impressive command of a wide variety of subjects, ranging from celestial mechanics through magnetospheric physics, and on to a description of the workings of spacecraft themselves. The text contains numerous examples, not only from the historical background but also for space-age applications, including many figures from the original research literature. Each chapter ends with a useful survey of relevant texts and papers as well as an interesting collection of problems. The book is a major achievement that should attract a wide readership.' Joseph A. Burns, I.P. Church Professor of Engineering and Astronomy, Cornell University, Ithaca, NY `This book delivers what its title promises. It addresses the fundamental characteristics of the solar system from a physicist's perspective, showing the diverse ways in which physics governs what is observed in, on, and among the planets.It is both encyclopaedic in its coverage and up-to-date in including the mos ecent advances in understanding and current issues of study.' Richard Greenberg, Professor of Planetary Sciences, University of Arizona, Tucson `This encyclopaedic book is a mine of information on the Solar System that goes well beyond usual dynamical aspects. The authors have succeeded in compromising broadness with depth, and clarity with completeness. This second edition is very up-to-date on all hot topics of modern research. This book is therefore particularly recommendable to students and researchers that seek a multidisciplinary approach to Solar System science. I wish I had it when I was a student myself.' Alessandro Morbidelli, Observatoire de Cote d'Azur, Nice

      Produktinformation

      • Utgivningsdatum:2003-09-30
      • Mått:155 x 235 x 21 mm
      • Vikt:623 g
      • Format:Inbunden
      • Språk:Engelska
      • Serie:Springer International Series in Engineering and Computer Science
      • Antal sidor:275
      • Upplaga:2003
      • Förlag:Kluwer Academic Publishers
      • ISBN:9781402073885

      Utforska kategorier

      • Databaser inom Data och IT

      Recensioner i media

      From the reviews: "This multi-authored book reports the findings of a European Commission sponsored project ... . The aim of the project was to bring together the two disciplines, or practices, of data mining and decision support ... . This book ... can be recommended highly, to researchers or practitioners in the information sciences wanting an insight into just what data mining and decision support are really about, and where their potential lies." (David Bawden, JDOC - Journal of Documentation, Vol. 61 (3), 2005)

      Innehållsförteckning

      • 1. Data Mining.- 2. Text and Web Mining.- 3. Decision Support.- 4. Integration of Data Mining and Decision Support.- 5 Collaboration in a Data Mining Virtual Organization.- 6. Data Mining Processes and Collaboration Principles.- 7. Decision Support for Data Mining: An Introduction to Roc Analysis and Its Applications.- 8. Data Mining for Decision Support: Supportingmarketing Decisions Through Subgroup Discovery.- 9. Preprocessing for Data Mining and Decision Support.- 10 Data Mining and Decision Support Integration Through the Predictive Model Markup Language Standard and Visualization.- 11 Analysis of Slovenian Media Space.- 12 On the Road to Knowledge: Mining 21 Years of UK Traffic Accident Reports.- 13 Analysis of a Database of Research Projects Using Text Mining and Link Analysis.- 14 Web Site Access Analysis for a National Statistical Agency.- 15 Five Decision Support Applications.- 16. Large and Tall Buildings: A Case Study in the Application of Decision Support and Data Mining.- 17 A Combined Data Mining and Decision Support Approach to Educational Planning.- 18 Collaborative Data Mining with Ramsys and Sumatra TT: prediction of Resources for a Health Farm.- 19 Collaborative Decision Making: An Environmental Case Study.- 20 Lessons Learned From Data Mining, Decision Support and Collaboration.- 21. Internet Support to Collaboration: A KnowledgeManagement and Organizational Memory View.- 22. Mind the Gap: Academia-Business Partnership Models and E-Collaboration Lessons Learned.
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