• Sign In / Register
  • Help
  • Basket0
Frontiers of Expert Systems: Reasoning with Limited Knowledge - The Springer International Series in Engineering and Computer Science 552 (Hardback)
  • Frontiers of Expert Systems: Reasoning with Limited Knowledge - The Springer International Series in Engineering and Computer Science 552 (Hardback)
zoom

Frontiers of Expert Systems: Reasoning with Limited Knowledge - The Springer International Series in Engineering and Computer Science 552 (Hardback)

(author)
£145.00
Hardback 303 Pages / Published: 31/05/2000
  • We can order this

Usually despatched within 3 weeks

  • This item has been added to your basket
The development of modern knowledge-based systems, for applications ranging from medicine to finance, necessitates going well beyond traditional rule-based programming. Frontiers of Expert Systems: Reasoning with Limited Knowledge attempts to satisfy such a need, introducing exciting and recent advances at the frontiers of the field of expert systems.
Beginning with the central topics of logic, uncertainty and rule-based reasoning, each chapter in the book presents a different perspective on how we may solve problems that arise due to limitations in the knowledge of an expert system's reasoner.
Successive chapters address (i) the fundamentals of knowledge-based systems, (ii) formal inference, and reasoning about models of a changing and partially known world, (iii) uncertainty and probabilistic methods, (iv) the expression of knowledge in rule-based systems, (v) evolving representations of knowledge as a system interacts with the environment, (vi) applying connectionist learning algorithms to improve on knowledge acquired from experts, (vii) reasoning with cases organized in indexed hierarchies, (viii) the process of acquiring and inductively learning knowledge, (ix) extraction of knowledge nuggets from very large data sets, and (x) interactions between multiple specialized reasoners with specialized knowledge bases.
Each chapter takes the reader on a journey from elementary concepts to topics of active research, providing a concise description of several topics within and related to the field of expert systems, with pointers to practical applications and other relevant literature.
Frontiers of Expert Systems: Reasoning with Limited Knowledge is suitable as a secondary text for a graduate-level course, and as a reference for researchers and practitioners in industry.

Publisher: Springer
ISBN: 9780792378150
Number of pages: 303
Weight: 1380 g
Dimensions: 235 x 155 x 19 mm
Edition: 2000 ed.

You may also be interested in...

Understanding Beliefs
Added to basket
How Intelligence Happens
Added to basket
Probabilistic Robotics
Added to basket
Human-Computer Interaction
Added to basket
The Elements of Statistical Learning
Added to basket
The Quest for Artificial Intelligence
Added to basket
Darwin Among the Machines
Added to basket
Losing the Head of Philip K. Dick
Added to basket
Artificial Beings
Added to basket
Introducing Artificial Intelligence
Added to basket
Reinforcement Learning
Added to basket
Deep Learning
Added to basket
£39.99
Paperback
Programming Game AI By Example
Added to basket

Reviews

Please sign in to write a review

Your review has been submitted successfully.