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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| Auteurs principaux: | , , |
|---|---|
| Format: | Livre numérique |
| Langue: | Anglais |
| Publié: |
Berlin [etc.] :
Springer
[20..].
Cham : Springer Nature |
| Collection: | Lecture notes in computer science. Lecture notes in artificial intelligence
1612 |
| Sujets: | |
| Accès en ligne: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Note: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| 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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| 100 | 1 | |a Bergmann, Ralph, |d 1965- | |
| 245 | 1 | 0 | |a Developing industrial case-based reasoning applications : |b the INRECA methodology |c Ralph Bergmann, Klaus-Dieter Althoff, Sean Breen... [et al.]. |
| 260 | |a Berlin [etc.] : |b Springer. | ||
| 260 | |a Cham : |b Springer Nature, |c [20..]. | ||
| 490 | 0 | |a Lecture notes in computer science. Lecture notes in artificial intelligence |v 1612 |x 1611-3349 |x 2945-9141 | |
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 505 | 0 | |a About this Author -- About this Author -- Smarter Business with Case-Based Decision Support -- 1. Making Smarter Business Decisions in Less Time -- Case-Based Reasoning Approaches -- Selected Applications of the Structural Case-Based Reasoning Approach -- Developing Case-Based Application with the INRECA Methodology -- Practical Guidelines for Developing Case-Based Reasoning Applications -- 5. Professional Case-Based Reasoning Application Development -- 6. Documenting Case-Based Reasoning Development Experience -- Using the Methodology in Different Domains -- 7. Developing Case-Based Help-Desk Support Systems for Complex Technical Equipment -- 8. Developing Intelligent Catalog Search Applications -- 9. Developing Maintenance Applications -- 10. Developing Experience Factory Applications -- A. Compilation of INRECA Methodology Applications. | |
| 506 | |a Accès en ligne pour les établissements français bénéficiaires des licences nationales | ||
| 506 | |a Accès soumis à abonnement pour tout autre établissement | ||
| 506 | |a Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. https://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 | ||
| 520 | |a 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. | ||
| 650 | |a Recherche opérationnelle | ||
| 650 | |a Informatique | ||
| 650 | |a Intelligence artificielle | ||
| 650 | |a Systèmes d'aide à la décision | ||
| 650 | |a Raisonnement par cas | ||
| 650 | |a Systèmes experts (informatique) | ||
| 650 | |a Applications industrielles | ||
| 700 | 1 | |a Breen, Sean, |d 19..- |4 aut | |
| 700 | 1 | |a Althoff, Klaus-Dieter, |d 1957- |4 aut | |
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