Successful Case-based Reasoning Applications - I
by Jain, Lakhmi C. Montani, Stefania
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 ontologica…
Read More ↓Title Statements
- Full title :Successful Case-based Reasoning Applications - I / edited by Stefania Montani, Lakhmi C. Jain.
Summary
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.
Read More ↓Edition Statements
- Publication Date:2010.
Publication Statements
- Publisher(s):Springer-Verlag Berlin Heidelberg
- Place of Publication:Berlin, Heidelberg
- Language:eng
- Publication Date:2010.
The Physical Object
- Description:1 online resource
Edition Identifiers
- ISBN:9783642140785, 3642140785, 128000570X, 9781280005701, 9783642140778, 3642140777, 9786613512024, 6613512028
- DOI:10.1007/978-3-642-14078-5
- oclc:ocn771449505
- LC Classification:Q338.8
- Dewey Decimal:006.333
Table of 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.
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