Management of Knowledge Imperfection in Building Intelligent Systems

• 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: Mathematics.; Operations research.; Decision making.; Artificial intelligence.; Computer graphics.; Computer-aided engineering.; Applied mathematics.; Engineering mathematics.; Applications of Mathematics.; Computer-Aided Engineering (CAD, CAE) and Design.; Artificial Intelligence (incl. Robotics).; Appl.Mathematics/Computational Methods of Engineering.; Computer Imaging, Vision, Pattern Recognition and Graphics.; Operation Research/Decision Theory.

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...

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.