<p>In this book the consequent use of probability theory is proposed for handling uncertainty in expert systems. It is shown that methods violating this suggestion may have dangerous consequences (e.g., the Dempster-Shafer rule and the method used in MYCIN). The necessity of some requirements for a
A Methodology for Uncertainty in Knowledge-Based Systems
β Scribed by Kurt Weichselberger, Sigrid PΓΆhlmann (auth.)
- Publisher
- Springer-Verlag Berlin Heidelberg
- Year
- 1990
- Tongue
- English
- Leaves
- 134
- Series
- Lecture Notes in Computer Science 419 : Lecture Notes in Artificial Intelligence
- Edition
- 1
- Category
- Library
No coin nor oath required. For personal study only.
β¦ Subjects
Artificial Intelligence (incl. Robotics); Probability Theory and Stochastic Processes; Statistics, general
π SIMILAR VOLUMES
<p>The primary aim of this monograph is to provide a formal framework for the representation and management of uncertainty and vagueness in the field of artificial intelligence. It puts particular emphasis on a thorough analysis of these phenomena and on the development of sound mathematical modelin
<p>When men of knowledge impart this knowledge, I do not mean they will convince your reason. I mean they will awaken in you the faith that it is so. - Sri Krishna, Bhagavadgita BACKGROUND The use of computers has led to significant productivity increases in the enΒ gineering industry. Most ofthe co
<p>The management and processing of uncertain information has shown itself to be a crucial issue in the development of intelligent systems, beginning withits appearance in the such systems as Mycin and Prospector. The papers in this volume reflect the current range of interests or researchers in the