Data mining and decision support : integration and collaboration (Livre numérique, 2003) [WorldCat.org]
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Data mining and decision support : integration and collaboration

Auteur : Dunja Mladenić
Éditeur: New York : Springer Science+Business Media, 2003.
Collection: Kluwer international series in engineering and computer science, SECS 745.
Édition/format:   Livre numérique : Document : AnglaisVoir toutes les éditions et tous les formats
Résumé:
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  Lire la suite...
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Détails

Genre/forme: Electronic books
Format – détails additionnels: Print version:
Data mining and decision support.
New York : Springer Science+Business Media, 2003
(OCoLC)829748994
Type d’ouvrage: Document, Ressource Internet
Type de document: Ressource Internet, Fichier d'ordinateur
Tous les auteurs / collaborateurs: Dunja Mladenić
ISBN: 9781461502869 1461502861
Numéro OCLC: 828738652
Notes: Originally published by Kluwer Academic Publishers in 2003.
Softcover reprint of the hardcover 1st edition 2003.
Description: 1 online resource (xxiii, 275 pages) : illustrations
Contenu: pt. I. Basic technologies --
pt. II. Integration aspects of data mining and decision support --
pt. III. Applications of data mining and decision support --
pt. IV. Collaboration aspects.
Titre de collection: Kluwer international series in engineering and computer science, SECS 745.
Responsabilité: edited by Dunja Mladenić [and others].

Résumé:

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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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 Lire la suite...

 
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