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...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Roventa, Eugene (Συγγραφέας), Spircu, Tiberiu (Συγγραφέας)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2009.
Σειρά:Studies in Fuzziness and Soft Computing, 227
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
Πίνακας περιεχομένων:
  • “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.