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Author Pearl, Judea, author
Title Probabilistic reasoning in intelligent systems : networks of plausible inference / Judea Pearl
Imprint San Mateo, Calif. : Morgan Kaufmann Publishers, c1988
book jacket
LOCATION CALL # STATUS OPACMSG BARCODE
 Statistics Sci. Lib.I  TA340 P316 1988    AVAILABLE    30570000054110
 Inform. Sci. Books  I2.3 P359    AVAILABLE    30330000063250
 歐美所圖書館地下室  006.3 P3163 1988    AVAILABLE  WITHDRAWN  30500100442899
Descript xix, 552 p. : ill. ; 24 cm
text txt rdacontent
unmediated n rdamedia
volume nc rdacarrier
Series The Morgan Kaufmann series in representation and reasoning
Morgan Kaufmann series in representation and reasoning
Note Includes bibliographical references (pages 521-538)
Uncertainty in AI systems: an overview -- Bayesian inference -- Markov and Bayesian networks: two graphical representations of probabilistic knowledge -- Belief updating by network propagation -- Distributed revision of composite beliefs -- Decision and control -- Taxonomic hierarchies, continuous variables, and uncertain probabilities -- Learning structure from data -- Non-Bayesian formalisms for managing uncertainty -- Logic and probability: the strange connection
Link Online version: Pearl, Judea. Probabilistic reasoning in intelligent systems. San Mateo, Calif. : Morgan Kaufmann Publishers, ñ988 (OCoLC)903227465
Subject Artificial intelligence
Reasoning
Probabilities
Artificial intelligence
Reasoning
Probabilities
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