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Management of Knowledge Imperfection in Building Intelligent Systems

There are many good AI books. Usually they consecrate at most one or two chapters to the imprecision knowledge processing. This book is among the few books to be entirely dedicated to the treatment of knowledge imperfection when building intelligent systems. We consider that an entire book should be...

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Bibliographic Details
Main Authors: Roventa, Eugene, Spircu, Tiberiu (Author)
Format: eBook
Language:English
Published: Berlin, Heidelberg Springer Berlin Heidelberg 2009, 2009
Edition:1st ed. 2009
Series:Studies in Fuzziness and Soft Computing
Subjects:
Image Processing / Digital Techniques
Operations Research
Engineering Mathematics
Computer Vision
Computer-aided Engineering (cad, Cae) And Design
Artificial Intelligence
Computer Imaging, Vision, Pattern Recognition And Graphics
Computer-aided Engineering
Engineering / Data Processing
Applications Of Mathematics
Mathematics
Operations Research And Decision Theory
Mathematical And Computational Engineering Applications
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • “Classical” Expert Systems
  • Knowledge Representation
  • Uncertainty and Classical Theory of Probability
  • Statistical Inference
  • Bayesian (Belief) Networks
  • Certainty Factors Theory
  • Belief Theory
  • Possibility Theory
  • Approximate Reasoning
  • Review

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