A Method for Temporal Probabilistic Reasoning

Citation: Gregory F. Cooper and Eric Horvitz and David Heckerman. (1990) A Method for Temporal Probabilistic Reasoning. In , October,1990.

Publication techreport ( Edit )
type	Technical Report
bibtype	techreport
Bibtex basics
author	Gregory F. Cooper and Eric Horvitz and David Heckerman
title	A Method for Temporal Probabilistic Reasoning
number	KSL-88-30
institution	Knowledge Systems, AI Laboratory
year	1990
month	October
Bibtex more
note	23 pages.
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abstract	Temporal reasoning in complex environments often involves the interpretation of evidence under uncertainty. We have been studying the application of probabilistic reasoning techniques to the problem of temporal-data interpretation. In this report, we discuss techniques for inferring the probability of current hypotheses given temporal evidence. After reviewing the background of the problem we present our problem-solving approach and discuss a prototype implementation.

KSL Technical Report ID: KSL-88-30

Abstract	Temporal reasoning in complex environments … Temporal reasoning in complex environments often involves the interpretation of evidence under uncertainty. We have been studying the application of probabilistic reasoning techniques to the problem of temporal-data interpretation. In this report, we discuss techniques for inferring the probability of current hypotheses given temporal evidence. After reviewing the background of the problem we present our problem-solving approach and discuss a prototype implementation. ch and discuss a prototype implementation.
Author	Gregory F. Cooper and Eric Horvitz and David Heckerman +
Bibtype	techreport +
Has author	Gregory F. Cooper and Eric Horvitz and David Heckerman +
Has identifier	KSL-88-30 +
Has publishing details	October,1990 +
Has title	A Method for Temporal Probabilistic Reasoning +
Has year	1990 +
Institution	Knowledge Systems, AI Laboratory +
Ksl tr id	KSL-88-30 +
Month	October +
Note	23 pages. +
Number	KSL-88-30 +
Process note	YES +
Title	A Method for Temporal Probabilistic Reasoning +
Year	1990 +