Successful Case-based Reasoning Applications - I

✍ Scribed by Stefania Montani, Lakhmi C. Jain (auth.), Stefania Montani, Lakhmi C. Jain (eds.)

Publisher: Springer-Verlag Berlin Heidelberg
Year: 2010
Tongue: English
Leaves: 231
Series: Studies in Computational Intelligence 305
Edition: 1
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

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.

✦ Table of Contents

Front Matter....Pages -
Innovations in Case-Based Reasoning Applications....Pages 1-5
Case-Based Reasoning for Medical and Industrial Decision Support Systems....Pages 7-52
Development of Industrial Knowledge Management Applications with Case-Based Reasoning....Pages 53-82
Case Based Reasoning for Supporting Strategy Decision Making in Small and Medium Enterprises....Pages 83-96
Heterogeneity in Ontological CBR Systems....Pages 97-116
The Adaptation Problem in Medical Case–Based Reasoning Systems....Pages 117-141
Prototype–Based Classification in Unbalanced Biomedical Problems....Pages 143-163
Case–Based Ranking for Environmental Risk Assessment....Pages 165-185
CookIIS – A Successful Recipe Advisor and Menu Creator....Pages 187-222
Back Matter....Pages -

✦ Subjects

Computational Intelligence; Artificial Intelligence (incl. Robotics); Health Informatics

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