-
2
-
-
0030212468
-
Rule-based versus probabilistic approaches to the diagnosis of faults in wastewater treatment processes
-
H.G. Chong and W.G. Walley, "Rule-based versus probabilistic approaches to the diagnosis of faults in wastewater treatment processes," Artificial Intelligence in Engineering, no. 1, pp. 265-273, 1996.
-
(1996)
Artificial Intelligence in Engineering
, Issue.1
, pp. 265-273
-
-
Chong, H.G.1
Walley, W.G.2
-
4
-
-
0031015486
-
Iscwap: A knowledge-based system for supervising activated sludge processes
-
T. Serra, M. Sànchez, J. Lafuente, U. Cortés, and M. Poch, "Iscwap: A knowledge-based system for supervising activated sludge processes," Computers and Chemical Engineering, vol. 21, pp. 211-221, 1996.
-
(1996)
Computers and Chemical Engineering
, vol.21
, pp. 211-221
-
-
Serra, T.1
Sànchez, M.2
Lafuente, J.3
Cortés, U.4
Poch, M.5
-
7
-
-
0343267235
-
Algebraic foundations of uncertainty processing in rule-based expert systems (group theoretical approach)
-
P. Hayek and J.J. Valdés, "Algebraic foundations of uncertainty processing in rule-based expert systems (group theoretical approach)," Computers and Artificial Intelligence, no. 10, pp. 29-42, 1990.
-
(1990)
Computers and Artificial Intelligence
, Issue.10
, pp. 29-42
-
-
Hayek, P.1
Valdés, J.J.2
-
8
-
-
0343267235
-
Generalized algebraic foundations of uncertainty processing in rule-based expert systems
-
P. Hayek and J.J. Valdés, "Generalized algebraic foundations of uncertainty processing in rule-based expert systems," Computers and Artificial Intelligence, no. 10, pp. 29-42, 1991.
-
(1991)
Computers and Artificial Intelligence
, Issue.10
, pp. 29-42
-
-
Hayek, P.1
Valdés, J.J.2
-
9
-
-
0040363369
-
An analyisis of mycin-like expert systems
-
P. Hayek and J.J. Valdés, "An analyisis of mycin-like expert systems," Mathware and Soft Computing, vol. 2, no. 1, pp. 45-68, 1994.
-
(1994)
Mathware and Soft Computing
, vol.2
, Issue.1
, pp. 45-68
-
-
Hayek, P.1
Valdés, J.J.2
-
12
-
-
0342482891
-
On the expresiveness of rule-based systems for reasoning with uncertainty
-
Seattle, Washington
-
D.A. Heckerman, "On the expresiveness of rule-based systems for reasoning with uncertainty," in Proceedings of the AAAI, Seattle, Washington, 1987.
-
(1987)
Proceedings of the AAAI
-
-
Heckerman, D.A.1
-
14
-
-
0001006209
-
Local computation with probabilities in graphical structures and their applications to expert systems
-
S.L. Lauritzen and D.J. Spiegelhalter, "Local computation with probabilities in graphical structures and their applications to expert systems," Journal of the Royal Statistics Society, vol. 50, no. 2, 1988.
-
(1988)
Journal of the Royal Statistics Society
, vol.50
, Issue.2
-
-
Lauritzen, S.L.1
Spiegelhalter, D.J.2
-
16
-
-
0039439016
-
On the logic of causal models
-
edited by R.D. Shachter, T.S. Levitt, L.N. Kanal, and F. Lemmer, North-Holland: Amsterdam
-
D. Geiger and J. Pearl, "On the logic of causal models," in Uncertainty in Artificial Intelligence, edited by R.D. Shachter, T.S. Levitt, L.N. Kanal, and F. Lemmer, North-Holland: Amsterdam, vol. 4, pp. 3-14, 1990.
-
(1990)
Uncertainty in Artificial Intelligence
, vol.4
, pp. 3-14
-
-
Geiger, D.1
Pearl, J.2
-
19
-
-
0003927182
-
Probabilistic inference using belief networks is np-hard
-
Stanford University, Stanford, California
-
G.F. Cooper, "Probabilistic inference using belief networks is np-hard," Technical Report KSL-87-27, Stanford University, Stanford, California, 1987.
-
(1987)
Technical Report KSL-87-27
-
-
Cooper, G.F.1
-
22
-
-
34249832377
-
A Bayesian method for the induction of probabilistic networks from data
-
G.F. Cooper and E. Herskovits, "A Bayesian method for the induction of probabilistic networks from data," Machine Learning, vol. 9, pp. 320-347, 1992.
-
(1992)
Machine Learning
, vol.9
, pp. 320-347
-
-
Cooper, G.F.1
Herskovits, E.2
-
26
-
-
0007413525
-
A statistical semantics for causation
-
J. Pearl and T.S. Verma, "A statistical semantics for causation," Statistics and Computing, no. 2, pp. 91-95, 1991.
-
(1991)
Statistics and Computing
, Issue.2
, pp. 91-95
-
-
Pearl, J.1
Verma, T.S.2
-
27
-
-
0027541725
-
Learning simple causal structures
-
D. Geiger, A. Paz, and J. Pearl, "Learning simple causal structures," International Journal of Inteligent Systems, vol. 8, pp. 149-163, 1993.
-
(1993)
International Journal of Inteligent Systems
, vol.8
, pp. 149-163
-
-
Geiger, D.1
Paz, A.2
Pearl, J.3
-
29
-
-
0001926525
-
Theory refinement on Bayesian networks
-
Los Angeles, California, Morgan Kaufmann
-
W. Buntine, "Theory refinement on Bayesian networks," in Proceedings of the Seventh Conference on Uncertainty in Artificial Intelligence, Los Angeles, California, 1991, Morgan Kaufmann, pp. 52-60.
-
(1991)
Proceedings of the Seventh Conference on Uncertainty in Artificial Intelligence
, pp. 52-60
-
-
Buntine, W.1
-
30
-
-
0001173999
-
Construction of Bayesian network structures from data: A survey and an efficient algorithm
-
M. Singh and M. Valtorta, "Construction of Bayesian network structures from data: A survey and an efficient algorithm," International Journal of Approximate Reasoning, vol. 12, pp. 111-131, 1995.
-
(1995)
International Journal of Approximate Reasoning
, vol.12
, pp. 111-131
-
-
Singh, M.1
Valtorta, M.2
-
32
-
-
0042957421
-
Learning belief networks, an approach based on the mdl principle
-
W. Lam and F. Bacchus, "Learning belief networks, an approach based on the mdl principle," Computational Intelligence, pp. 104-127, 1994.
-
(1994)
Computational Intelligence
, pp. 104-127
-
-
Lam, W.1
Bacchus, F.2
-
34
-
-
84990565967
-
Learning causal trees from dependence information
-
D. Geiger, A. Paz, and J. Pearl, "Learning causal trees from dependence information," in Proceedings of the Eigth National Conference on Artificial Intelligence, 1990, pp. 770-776.
-
(1990)
Proceedings of the Eigth National Conference on Artificial Intelligence
, pp. 770-776
-
-
Geiger, D.1
Paz, A.2
Pearl, J.3
-
38
-
-
84933530882
-
Approximating discrete probability distributions with dependence trees
-
C.K. Chow and C.N. Liu, "Approximating discrete probability distributions with dependence trees," IEEE Transactions on Information Theory, vol. 14, pp. 462-467, 1968.
-
(1968)
IEEE Transactions on Information Theory
, vol.14
, pp. 462-467
-
-
Chow, C.K.1
Liu, C.N.2
-
39
-
-
4243279241
-
Prior knowledge for learning networks in non-probabilistic settings
-
Lisbon, Portugal
-
R. Sangüesa and U. Cortés, "Prior knowledge for learning networks in non-probabilistic settings," in Proceedings of the CANEW98, First International Workshop on Causal Networks, Iberamia98, Lisbon, Portugal, 1998, pp. 10-18.
-
(1998)
Proceedings of the CANEW98, First International Workshop on Causal Networks, Iberamia98
, pp. 10-18
-
-
Sangüesa, R.1
Cortés, U.2
-
40
-
-
0002745636
-
Graphical models for discovering knowledge
-
edited by U.M. Fayyad, G. Piatetsky-Shapiro, P. Smyth, and R. Uthurusamy
-
W. Buntine, "Graphical models for discovering knowledge," in Advances in Knowledge Discovery and Data Mining, edited by U.M. Fayyad, G. Piatetsky-Shapiro, P. Smyth, and R. Uthurusamy, pp. 59-82, 1995.
-
(1995)
Advances in Knowledge Discovery and Data Mining
, pp. 59-82
-
-
Buntine, W.1
-
41
-
-
0004142348
-
-
Master's Thesis, LSI, Dept., Technical University of Catalonia
-
J. Cabós, "Aprenentatge i manipulació de xarxes de creences," Master's Thesis, LSI, Dept., Technical University of Catalonia, 1996.
-
(1996)
Aprenentatge i Manipulació de Xarxes de Creences
-
-
Cabós, J.1
-
42
-
-
4444224272
-
Priors on network structures. Biasing the search for Bayesian networks
-
Lisbon, Portugal
-
R. Castelo and A. Siebes, "Priors on network structures. Biasing the search for Bayesian networks," in Proceedings of CANEW98, First International Workshop on Causal Networks, Iberamia98, Lisbon, Portugal, 1998, pp. 21-30.
-
(1998)
Proceedings of CANEW98, First International Workshop on Causal Networks, Iberamia98
, pp. 21-30
-
-
Castelo, R.1
Siebes, A.2
-
47
-
-
84947758184
-
Some experimental results on learning probabilistic and possibilistic networks with different evaluations measures
-
R. Borgelt and R. Kruse, "Some experimental results on learning probabilistic and possibilistic networks with different evaluations measures" in Proceedings of FAPR-ECSQUARU'97, 1997, pp. 71-81.
-
(1997)
Proceedings of FAPR-ECSQUARU'97
, pp. 71-81
-
-
Borgelt, R.1
Kruse, R.2
-
48
-
-
0042352401
-
Possibilistic conditional independence: A similarity-based measure and its application to causal network learning
-
R. Sangüesa, U. Cortés, and J. Cabós, "Possibilistic conditional independence: A similarity-based measure and its application to causal network learning," International Journal of Approximate Reasoning, vol. 18, pp. 145-167, 1998.
-
(1998)
International Journal of Approximate Reasoning
, vol.18
, pp. 145-167
-
-
Sangüesa, R.1
Cortés, U.2
Cabós, J.3
-
50
-
-
0041486578
-
Learning causal networks from data: A survey and a new algorithm to learn possibilistic causal networks from data
-
R. Sangüesa and U. Cortés, "Learning causal networks from data: A survey and a new algorithm to learn possibilistic causal networks from data," AI Communications, vol. 4, no. 19, pp. 1-31, 1997.
-
(1997)
AI Communications
, vol.4
, Issue.19
, pp. 1-31
-
-
Sangüesa, R.1
Cortés, U.2
-
51
-
-
25544473885
-
Learning causal networks from data; A survey
-
Dept. de Llenguatges i Sistemes Informátics, Universität Politécnica de Catalunya, Barcelona
-
R. Sangüesa, "Learning causal networks from data; A survey," Technical Report LSI-96-19-R, Dept. de Llenguatges i Sistemes Informátics, Universität Politécnica de Catalunya, Barcelona, 1996.
-
(1996)
Technical Report LSI-96-19-R
-
-
Sangüesa, R.1
-
53
-
-
0008581597
-
Experimentación con métodos hibridos de aprendizaje de redes bayesianas
-
Dept. de Llenguatges i Sistemes Informátics, Universitat Politécnica de Catalunya, Barcelona
-
R. Sangüesa, J. Cabós, and U. Cortés, "Experimentación con métodos hibridos de aprendizaje de redes bayesianas," Technical Report LSI-96-R, Dept. de Llenguatges i Sistemes Informátics, Universitat Politécnica de Catalunya, Barcelona, 1996.
-
(1996)
Technical Report LSI-96-R
-
-
Sangüesa, R.1
Cabós, J.2
Cortés, U.3
-
57
-
-
0013286753
-
Graphoids: A graph-based logic for reasoning about relevance relations
-
Cognitive Science Laboratory, Computer Science Department, University of California, Los Angeles
-
J. Pearl and A. Paz, "Graphoids: A graph-based logic for reasoning about relevance relations," Technical Report, Cognitive Science Laboratory, Computer Science Department, University of California, Los Angeles, 1985.
-
(1985)
Technical Report
-
-
Pearl, J.1
Paz, A.2
-
58
-
-
84986959240
-
Identifying independence in Bayesian networks
-
D. Geiger, T.S. Verma, and J. Pearl, "Identifying independence in Bayesian networks," Networks, no. 20, pp. 507-534, 1990.
-
(1990)
Networks
, Issue.20
, pp. 507-534
-
-
Geiger, D.1
Verma, T.S.2
Pearl, J.3
|