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Successful Case-based Reasoning Applications

Case-based reasoning offers tremendous advantages over other AI based techniques in all those fields where experiential knowledge is readily available. This research book presents a sample of successful applications of case-based reasoning. The contributions include: • Introduction to case-based rea...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Montani, Stefania (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2010.
Edición:1st ed. 2010.
Colección:Studies in Computational Intelligence, 305
Temas:
Acceso en línea:Texto Completo

MARC

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245 1 0 |a Successful Case-based Reasoning Applications  |h [electronic resource] /  |c edited by Stefania Montani. 
250 |a 1st ed. 2010. 
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490 1 |a Studies in Computational Intelligence,  |x 1860-9503 ;  |v 305 
505 0 |a Innovations in Case-Based Reasoning Applications -- Case-Based Reasoning for Medical and Industrial Decision Support Systems -- Development of Industrial Knowledge Management Applications with Case-Based Reasoning -- Case Based Reasoning for Supporting Strategy Decision Making in Small and Medium Enterprises -- Heterogeneity in Ontological CBR Systems -- The Adaptation Problem in Medical Case-Based Reasoning Systems -- Prototype-Based Classification in Unbalanced Biomedical Problems -- Case-Based Ranking for Environmental Risk Assessment -- CookIIS - A Successful Recipe Advisor and Menu Creator. 
520 |a Case-based reasoning offers tremendous advantages over other AI based techniques in all those fields where experiential knowledge is readily available. This research book presents a sample of successful applications of case-based reasoning. The contributions include: • Introduction to case-based reasoning • Case-based reasoning for medical and industrial support systems • Industrial knowledge management applications • Decision making in small and medium enterprises • Heterogeneity in ontological CBR systems • The adaptation problem in medical case-based reasoning systems • Prototype-based classification in unbalanced biomedical problems • Case-based ranking for environmental risk assessment • Recipe advisor and menu creator The book is directed to the application engineers, scientists, professors and students who wish to develop successful case-based reasoning applications. 
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