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© 2010

Successful Case-based Reasoning Applications - I

  • Stefania Montani
  • Lakhmi C. Jain
Book

Part of the Studies in Computational Intelligence book series (SCI, volume 305)

Table of contents

  1. Front Matter
  2. Stefania Montani, Lakhmi C. Jain
    Pages 1-5
  3. Mobyen Uddin Ahmed, Shahina Begum, Erik Olsson, Ning Xiong, Peter Funk
    Pages 7-52
  4. Mehmet H. Göker, Catherine Baudin, Michel Manago
    Pages 53-82
  5. Amjad Abou Assali, Dominique Lenne, Bruno Debray
    Pages 97-116
  6. Rainer Schmidt, Olga Vorobieva
    Pages 117-141
  7. Sara Colantonio, Suzanne Little, Ovidio Salvetti, Petra Perner
    Pages 143-163
  8. Paolo Avesani, Angelo Susi
    Pages 165-185
  9. Alexandre Hanft, Régis Newo, Kerstin Bach, Norman Ihle, Klaus-Dieter Althoff
    Pages 187-222
  10. Back Matter

About this book

Introduction

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.

Keywords

Computational Intelligence Healthcare Management artificial intelligence case-based reasoning development environment knowledge knowledge management learning

Editors and affiliations

  • Stefania Montani
    • 1
  • Lakhmi C. Jain
    • 2
  1. 1.Universita’ del Piemonte OrientaleAlessandriaItaly
  2. 2.University of South AustraliaAdelaideAustralia

About the editors

Stefania Montani (PhD in Bioengineering and Medical Informatics 2001, University of Pavia, Italy) is an Assistant Professor in Computer Science, at the Computer Science Department of the University of Piemonte Orientale, Alessandria, Italy. Her research interests include Case-Based Reasoning, Decision Support Systems, Temporal Databases, Temporal Reasoning, and Dependability Analysis. She is author of more than 100 publications, all in international journals, books, or international refereed conferences. She is member of more than 10 program committees of international conferences in 2009/2010, and belongs to the reviewing boards of 3 international journals. In 2010 she will be the program chair of the International Conference on Case-Based Reasoning, further testifying her very active role in the Case-Based Reasoning research community. Professor Lakhmi C. Jain is a Director/Founder of the Knowledge-Based Intelligent Engineering Systems (KES) Centre, located in the University of South Australia. He is a fellow of the Institution of Engineers Australia. His interests focus on the artificial intelligence paradigms and their applications in complex systems, art-science fusion, virtual systems, e-education, e-healthcare, unmanned air vehicles and intelligent agents.

Bibliographic information

  • Book Title Successful Case-based Reasoning Applications - I
  • Editors Stefania Montani
  • Series Title Studies in Computational Intelligence
  • DOI https://doi.org/10.1007/978-3-642-14078-5
  • Copyright Information Springer-Verlag Berlin Heidelberg 2010
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Engineering Engineering (R0)
  • Hardcover ISBN 978-3-642-14077-8
  • Softcover ISBN 978-3-642-26434-4
  • eBook ISBN 978-3-642-14078-5
  • Series ISSN 1860-949X
  • Series E-ISSN 1860-9503
  • Edition Number 1
  • Number of Pages X, 226
  • Number of Illustrations 104 b/w illustrations, 3 illustrations in colour
  • Topics Computational Intelligence
    Artificial Intelligence
    Health Informatics
  • Buy this book on publisher's site