-
1
-
-
0002460150
-
The ALARM monitoring system: A case study with two probabilistic inference techniques
-
London
-
I.A. Beinlich, H.J. Suermondt, R.M. Chavez, G.F. Cooper, The ALARM monitoring system: A case study with two probabilistic inference techniques, in: Proceedings of the Second European Conference on Artificial Intelligence in Medicine, London, 1989, pp. 247-256.
-
(1989)
Proceedings of the Second European Conference on Artificial Intelligence in Medicine
, pp. 247-256
-
-
Beinlich, I.A.1
Suermondt, H.J.2
Chavez, R.M.3
Cooper, G.F.4
-
4
-
-
84933530882
-
Approximating discrete probability distributions with dependence trees
-
C.K. Chow, C.N. Liu, Approximating discrete probability distributions with dependence trees, IEEE Transactions on Information Theory 14 (1968) 462-467.
-
(1968)
IEEE Transactions on Information Theory
, vol.14
, pp. 462-467
-
-
Chow, C.K.1
Liu, C.N.2
-
6
-
-
34249832377
-
A Bayesian method for the induction of probabilistic networks from data
-
G. Cooper, E. Herskovitz, A Bayesian method for the induction of probabilistic networks from data. Machine Learning 9 (1992) 320-347.
-
(1992)
Machine Learning
, vol.9
, pp. 320-347
-
-
Cooper, G.1
Herskovitz, E.2
-
8
-
-
0000516376
-
Upper and lower probabilities induced by a multivalued mapping
-
A. P. Dempster, Upper and lower probabilities induced by a multivalued mapping, Annals of Mathematics and Statistics 38 (1967) 315-329.
-
(1967)
Annals of Mathematics and Statistics
, vol.38
, pp. 315-329
-
-
Dempster, A.P.1
-
9
-
-
0008811858
-
Causality in Bayesian belief
-
Morgan Kaufmann, San Mateo, CA
-
M.J. Drudzel, H.A. Simon, Causality in Bayesian belief, in: Proceedings of the Ninth Conference on Uncertainty in Artificial Intelligence, Morgan Kaufmann, San Mateo, CA, 1993, pp. 3-11.
-
(1993)
Proceedings of the Ninth Conference on Uncertainty in Artificial Intelligence
, pp. 3-11
-
-
Drudzel, M.J.1
Simon, H.A.2
-
10
-
-
0000917282
-
Belief structures, possibility theory and decomposable confidence measures on finite sets
-
D. Dubois, Belief structures, possibility theory and decomposable confidence measures on finite sets, Computers and Artificial Intelligence 5 (5) (1986) 403-417.
-
(1986)
Computers and Artificial Intelligence
, vol.5
, Issue.5
, pp. 403-417
-
-
Dubois, D.1
-
14
-
-
10044220364
-
Propagating uncertainty in directed acyclic graphs
-
Mallorca
-
P. Fonck, Propagating uncertainty in directed acyclic graphs, in: Proceedings of the fourth IPMU Conference, Mallorca, 1992.
-
(1992)
Proceedings of the Fourth IPMU Conference
-
-
Fonck, P.1
-
17
-
-
84982403902
-
Constructor: A system for the induction of probabilistic models
-
Boston, MIT Press, Cambridge, MA
-
R.M. Fung, S.L. Crawford, Constructor: A system for the induction of probabilistic models, in: Proceedings of AAAI-90. Boston, MIT Press, Cambridge, MA, 1990, pp. 762-765.
-
(1990)
Proceedings of AAAI-90
, pp. 762-765
-
-
Fung, R.M.1
Crawford, S.L.2
-
18
-
-
0001836396
-
Testing identifiability of causal effects
-
Morgan Kaufmann, San Mateo, CA
-
D. Galles, J. Pearl, Testing identifiability of causal effects, in: Proceedings of the Eleventh Conference on Uncertainty in Artificial Intelligence, Morgan Kaufmann, San Mateo, CA, 1995, pp. 185-195.
-
(1995)
Proceedings of the Eleventh Conference on Uncertainty in Artificial Intelligence
, pp. 185-195
-
-
Galles, D.1
Pearl, J.2
-
19
-
-
0042989241
-
-
Technical Report, Cognitive Systems Laboratory, University of California, LA
-
D. Galles, J. Pearl, Axioms for causal relevance, Technical Report, Cognitive Systems Laboratory, University of California, LA, 1996.
-
(1996)
Axioms for Causal Relevance
-
-
Galles, D.1
Pearl, J.2
-
22
-
-
0041486577
-
A Bayesian approach to learning causal networks
-
Microsoft Research Advanced Technology Division
-
D.A. Heckerman, A Bayesian approach to learning causal networks, Technical Report MSR-TR-95-04, Microsoft Research Advanced Technology Division, 1995.
-
(1995)
Technical Report MSR-tr-95-04
-
-
Heckerman, D.A.1
-
24
-
-
0000395532
-
Conditional possibilities, independence and non-interaction
-
E. Hisdal, Conditional possibilities, independence and non-interaction, Fuzzy Sets and Systems 1 (1978) 283-297.
-
(1978)
Fuzzy Sets and Systems
, vol.1
, pp. 283-297
-
-
Hisdal, E.1
-
26
-
-
85011289040
-
Learning causal polytrees
-
R. Kruse, M. Clarke (Eds.), Symbolic and Quantitative Approaches to Reasoning and Uncertainty, Springer, Berlin
-
J.F. Huete, L.M. De Campos, Learning causal polytrees, in: R. Kruse, M. Clarke (Eds.), Symbolic and Quantitative Approaches to Reasoning and Uncertainty, Lecture Notes in Computer Science 747, Springer, Berlin, 1993.
-
(1993)
Lecture Notes in Computer Science
, vol.747
-
-
Huete, J.F.1
De Campos, L.M.2
-
28
-
-
0003521692
-
-
Prentice-Hall, Englewood Cliffs, NJ
-
G. Klir, T. Folger, Fuzzy Sets, Uncertainty and Information, Prentice-Hall, Englewood Cliffs, NJ, 1988.
-
(1988)
Fuzzy Sets, Uncertainty and Information
-
-
Klir, G.1
Folger, T.2
-
31
-
-
0003408496
-
-
Department of Information and Computer Science, University of California, Irvine
-
P.M. Murphy, D.W. Aha, Uci repository of machine learning databases, machine-readable data repository, Department of Information and Computer Science, University of California, Irvine, 1996.
-
(1996)
Uci Repository of Machine Learning Databases, Machine-readable Data Repository
-
-
Murphy, P.M.1
Aha, D.W.2
-
32
-
-
0008543958
-
-
Ph.D. Thesis, University of California at Berkeley
-
C.R. Musick, Belief network induction, Ph.D. Thesis, University of California at Berkeley, 1994.
-
(1994)
Belief Network Induction
-
-
Musick, C.R.1
-
34
-
-
0003365397
-
Belief networks revisited
-
J. Pearl, Belief networks revisited, Artificial Intelligence 59 (1993) 49-56.
-
(1993)
Artificial Intelligence
, vol.59
, pp. 49-56
-
-
Pearl, J.1
-
35
-
-
0042488498
-
Bayesian networks
-
Computer Science Department, University of California, LA
-
J. Pearl, Bayesian networks, Technical Report R-216, Computer Science Department, University of California, LA, 1994.
-
(1994)
Technical Report R-216
-
-
Pearl, J.1
-
36
-
-
0013286753
-
Graphoids: A graph-based logic for reasoning about relevance relations
-
Cognitive Science Laboratory, Computer Science Department, University of California, LA
-
J. Pearl, A. Paz, Graphoids: a graph-based logic for reasoning about relevance relations, Technical Report, Cognitive Science Laboratory, Computer Science Department, University of California, LA, 1985.
-
(1985)
Technical Report
-
-
Pearl, J.1
Paz, A.2
-
37
-
-
0002838962
-
A theory of inferred causation
-
Morgan Kaufmann, San Mateo, CA
-
J. Pearl, T. Verma, A theory of inferred causation. in: Proceedings of the Second International Conference on Knowledge Representation and Reasoning, Morgan Kaufmann, San Mateo, CA, 1991.
-
(1991)
Proceedings of the Second International Conference on Knowledge Representation and Reasoning
-
-
Pearl, J.1
Verma, T.2
-
38
-
-
0004021178
-
-
AAAI Press, Menlo Park, CA
-
G. Piatetsky-Shapiro, W.J. Frawley (Eds.), Knowledge Discovery in Databases, AAAI Press, Menlo Park, CA, 1991.
-
(1991)
Knowledge Discovery in Databases
-
-
Piatetsky-Shapiro, G.1
Frawley, W.J.2
-
39
-
-
0041486576
-
Conditional possibility measures
-
A. Ramer, Conditional possibility measures, Cybernetics and Systems 20 (1986) 185-196.
-
(1986)
Cybernetics and Systems
, vol.20
, pp. 185-196
-
-
Ramer, A.1
-
40
-
-
0042456355
-
The recovery of causal poly-trees from statistical data
-
L.N. Kanal, T.S. Levitt, J.F. Lemmer (Eds.), North-Holland, Amsterdam
-
T. Rebane, J. Pearl, The recovery of causal poly-trees from statistical data, in: L.N. Kanal, T.S. Levitt, J.F. Lemmer (Eds.), Uncertainty in Artificial Intelligence, vol. 3, North-Holland, Amsterdam, 1989.
-
(1989)
Uncertainty in Artificial Intelligence
, vol.3
-
-
Rebane, T.1
Pearl, J.2
-
41
-
-
0031099258
-
Learning causal networks from data: A survey and a new algorithm for recovering possibilistic causal networks
-
R. Sangüesa, U. Cortés, Learning causal networks from data: a survey and a new algorithm for recovering possibilistic causal networks, AI Communications 10 (1997) 1-31.
-
(1997)
AI Communications
, vol.10
, pp. 1-31
-
-
Sangüesa, R.1
Cortés, U.2
-
42
-
-
25044454511
-
Recovering belief networks from data: An application to wastewater treatment plants
-
submitted
-
R. Sangüesa, U. Cortés, J.J. Valdés, M. Poch, I. Roda, Recovering belief networks from data: an application to wastewater treatment plants. Artificial Intelligence in Engineering, submitted.
-
Artificial Intelligence in Engineering
-
-
Sangüesa, R.1
Cortés, U.2
Valdés, J.J.3
Poch, M.4
Roda, I.5
-
44
-
-
0042989244
-
Independence in valuation-based systems
-
University of Kansas
-
P.P. Shenoy, Independence in valuation-based systems. Technical Report Working Paper 236, University of Kansas, 1991.
-
(1991)
Technical Report Working Paper 236
-
-
Shenoy, P.P.1
-
45
-
-
0003870537
-
-
Springer, Berlin
-
P. Spirtes, C. Glymour, P. Scheines, Discovering Causal Structure, Springer, Berlin, 1987.
-
(1987)
Discovering Causal Structure
-
-
Spirtes, P.1
Glymour, C.2
Scheines, P.3
-
47
-
-
0001173999
-
Construction of Bayesian network structures from data: A survey and an efficient algorithm
-
M. Singh, M. Valtorta, Construction of Bayesian network structures from data: A survey and an efficient algorithm, International Journal of Approximate Reasoning 12 (1995) 111-131.
-
(1995)
International Journal of Approximate Reasoning
, vol.12
, pp. 111-131
-
-
Singh, M.1
Valtorta, M.2
-
49
-
-
49349133217
-
Fuzzy sets as a basis for a theory of possibility
-
L. Zadeh, Fuzzy sets as a basis for a theory of possibility, Fuzzy Sets and Systems 12 (1) (1978) 3-28.
-
(1978)
Fuzzy Sets and Systems
, vol.12
, Issue.1
, pp. 3-28
-
-
Zadeh, L.1
|