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Successful Case-based Reasoning Applications
Başlık:
Successful Case-based Reasoning Applications
ISBN:
9783642140785
Edition:
1st ed. 2010.
Yayın Bilgileri:
Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2010.
Fiziksel Tanımlama:
X, 226 p. 107 illus., 3 illus. in color. online resource.
Series:
Studies in Computational Intelligence, 305
Contents:
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.
Abstract:
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.
Added Author:
Dil:
English