Developing industrial case-based reasoning applications : the INRECA methodology

In just few years, case-based reasoning has evolved from a research topic studied at a small number of specialized academic labs into an industrial-strength technology applied in various fields. The INRECA methodology presented in detail in this monograph provides a data analysis framework for devel...

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Detalles Bibliográficos
Auteurs principaux: Bergmann, Ralph, 1965-, Breen, Sean, 19..- (Auteur), Althoff, Klaus-Dieter, 1957- (Auteur)
Formato: Livre numérique
Idioma:Anglais
Publicado: Berlin [etc.] : Springer [20..].
Cham : Springer Nature
Series:Lecture notes in computer science. Lecture notes in artificial intelligence 1612
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Edition sous un autre format:• Developing industrial case-based reasoning applications, the INRECA methodology, R. Bergmann, Klaus-Dieter Althoff, Sean Breen ...[et al.], 2nd ed., Berlin, Springer, 2003, XXII-236 p., Lecture notes in computer science, 3-540-20737-6
• Developing Industrial Case-Based Reasoning Applications, Texte imprimé, 9783662212783
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Résumé:In just few years, case-based reasoning has evolved from a research topic studied at a small number of specialized academic labs into an industrial-strength technology applied in various fields. The INRECA methodology presented in detail in this monograph provides a data analysis framework for developing case-based reasoning solutions for successful applications in real-world industrial contexts. The book is divided into parts on: - smarter business with case-based decision support; - developing case-based applications using the INRECA methodology; and - using the methodology in various application domains. The book provides a self-contained introduction to case-based reasoning applications that address both R&D professionals and general IT managers interested in this powerful new technology. In this second edition, improvements and updates have been incorporated throughout the text. Particularly useful is the systematic coverage of experience factory applications at various steps; and, of course, the references have been extended substantially.
descrición da copia:Archives Springer e-books (Licence nationale)
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ISBN:9783540409946 (PDF)
ISSN:1611-3349
2945-9141
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