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Data Mining and Decision Support: Integration and Collaboration (The Springer International Series in Engineering and Computer Science, Band 745) - Hardcover

Buch 206 von 260: The Springer International Series in Engineering and Computer Science
 
9781402073885: Data Mining and Decision Support: Integration and Collaboration (The Springer International Series in Engineering and Computer Science, Band 745)
Hardcover
ISBN 10: 1402073887 ISBN 13: 9781402073885
Verlag: Springer, 2003

Inhaltsangabe

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.

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Über die Autorin bzw. den Autor

Prof. Dr. Nada Lavrac heads the Department of Knowledge Technologies at the Jo ef Stefan Institute in Ljubljana. She is the author and editor of several books and proceedings in the field of data mining and machine learning, and she has chaired or served on the boards of the main related journals and conferences. Her research interests include machine learning, data mining, and inductive logic programming, and related applications in medicine, public health, bioinformatics, and the management of virtual enterprises. In 1997 she was awarded the Ambassador of Science of Slovenia prize, and in 2007 she was elected as an ECCAI Fellow.

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Verlag
Springer
Erscheinungsdatum
2003
Sprache
Englisch
ISBN 10 
1402073887
ISBN 13 
9781402073885
Einband
Gebundene Ausgabe
Anzahl der Seiten
298
Herausgeber
Mladenic Dunja, Lavrač Nada, Bohanec Marko, Moyle Steve
Kontakt zum Hersteller
Springer Nature Customer Service Center GmbH
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