-
1
-
-
84976362631
-
Real-world applications of bayesian networks
-
Heckerman D., Mamdani A., Wellman M. P. Real-world applications of Bayesian networks. Communications of the ACM, 1995, 38(3): 25-30.
-
(1995)
Communications of the ACM
, vol.38
, Issue.3
, pp. 25-30
-
-
Heckerman, D.1
Mamdani, A.2
Wellman, M.P.3
-
2
-
-
0030124955
-
A guide to the literature on learning probabilistic networks from data
-
Buntine W. A guide to the literature on learning probabilistic networks from data. IEEE Transactions on Knowledge and Data Engineering, 1996, 8(2): 195-210.
-
(1996)
IEEE Transactions on Knowledge and Data Engineering
, vol.8
, Issue.2
, pp. 195-210
-
-
Buntine, W.1
-
4
-
-
0033906887
-
On the complexity of inference about probabilistic relational models
-
Jaeger M. On the complexity of inference about probabilistic relational models. Artificial Intelligence, 2000, 117(2): 297-308.
-
(2000)
Artificial Intelligence
, vol.117
, Issue.2
, pp. 297-308
-
-
Jaeger, M.1
-
5
-
-
0028499410
-
Anytime deduction for probabilistic logic
-
Frisch A, Haddawy P. Anytime deduction for probabilistic logic. Artificial Intelligence, 1994, 69(1): 93-122.
-
(1994)
Artificial Intelligence
, vol.69
, Issue.1
, pp. 93-122
-
-
Frisch, A.1
Haddawy, P.2
-
6
-
-
0022659563
-
Probabilistic logic
-
Nilsson N. Probabilistic logic. Artificial Intelligence, 1986, 28(1): 71-88.
-
(1986)
Artificial Intelligence
, vol.28
, Issue.1
, pp. 71-88
-
-
Nilsson, N.1
-
7
-
-
0012980199
-
A formal definition for the expressive power of knowledge representation languages
-
Aiello L C (ed.), Stockholm, Sweden
-
Baader F. A formal definition for the expressive power of knowledge representation languages. In Proc. European Conf. Artificial Intelligence, Aiello L C (ed.), Stockholm, Sweden, 1990, pp. 53-58.
-
(1990)
Proc. European Conf. Artificial Intelligence
, pp. 53-58
-
-
Baader, F.1
-
8
-
-
46149134436
-
Propagation and structuring in belief networks
-
Pearl J. F. Propagation and structuring in belief networks. Artificial Intelligence, 1986, 28(2): 241-288.
-
(1986)
Artificial Intelligence
, vol.28
, Issue.2
, pp. 241-288
-
-
Pearl, J.F.1
-
9
-
-
0001006209
-
Local computations with probabilities on graphical structures and their application to expert systems
-
Lauritzen S. L., Spiegelhalter D. J. Local computations with probabilities on graphical structures and their application to expert systems. Journal of Royal Statistical Society B, 1988, 50(2): 157-224.
-
(1988)
Journal of Royal Statistical Society B
, vol.50
, Issue.2
, pp. 157-224
-
-
Lauritzen, S.L.1
Spiegelhalter, D.J.2
-
10
-
-
0344819761
-
Local expression languages for probabilistic dependence
-
Ambrosio B. D. Local expression languages for probabilistic dependence. In Proc. 7th Conference on Uncertainty in Artificial Intelligence, Morgan Kaufmann, San Mateo, Calif., 1991, pp. 95-102.
-
Proc. 7th Conference on Uncertainty in Artificial Intelligence, Morgan Kaufmann, San Mateo, Calif., 1991
, pp. 95-102
-
-
Ambrosio, B.D.1
-
11
-
-
0003846045
-
Learning bayesian networks: The combination of knowledge and statistical data
-
Technical Report MSR-TR-94-09, Microsoft Research, Advanced Technology Division
-
Heckerman D., Geiger D, Chickering D. M. Learning Bayesian networks: The combination of knowledge and statistical data. Technical Report MSR-TR-94-09, Microsoft Research, Advanced Technology Division, 1994.
-
(1994)
-
-
Heckerman, D.1
Geiger, D.2
Chickering, D.M.3
-
12
-
-
0025401005
-
Computational complexity of probabilistic inference using bayesian belief networks
-
Cooper C. Computational complexity of probabilistic inference using Bayesian belief networks. Artificial Intelligence, 1990, 42(2): 394-405.
-
(1990)
Artificial Intelligence
, vol.42
, Issue.2
, pp. 394-405
-
-
Cooper, C.1
-
13
-
-
0027560587
-
Approximately probabilistic reasoning in bayesian belief networks is NP-hard
-
Dagum P., Luby M. Approximately probabilistic reasoning in Bayesian belief networks is NP-hard. Artificial Intelligence, 1993, 60(1): 141-153.
-
(1993)
Artificial Intelligence
, vol.60
, Issue.1
, pp. 141-153
-
-
Dagum, P.1
Luby, M.2
-
14
-
-
0025476185
-
Decomposing a relation into a tree of binary relations
-
Dechter R. Decomposing a relation into a tree of binary relations. Journal of Computer and System Sciences, 1990, 41(1): 2-24.
-
(1990)
Journal of Computer and System Sciences
, vol.41
, Issue.1
, pp. 2-24
-
-
Dechter, R.1
-
15
-
-
0031220439
-
An extended relational data model for probabilistic reasoning
-
Wong S. K. M. An extended relational data model for probabilistic reasoning. Journal of Intelligent Information Systems, 1997, 9(2): 181-202.
-
(1997)
Journal of Intelligent Information Systems
, vol.9
, Issue.2
, pp. 181-202
-
-
Wong, S.K.M.1
-
16
-
-
0033319618
-
On data and probabilistic dependencies
-
IEEE Press, Montreal
-
Butz C. J., Wong S. K. M., Yao Y. Y. On data and probabilistic dependencies. In IEEE Conf. Electrical and Computer Engineering, IEEE Press, Montreal, 1999, pp. 1692-1697.
-
(1999)
IEEE Conf. Electrical and Computer Engineering
, pp. 1692-1697
-
-
Butz, C.J.1
Wong, S.K.M.2
Yao, Y.Y.3
-
17
-
-
85036714840
-
On the implication problem for probabilistic conditional independence
-
Department of Computer Science, University of Regina, CA, Tech. Rep: CS-99-03
-
Wong S. K. M., Buts C. J., Wu D. On the implication problem for probabilistic conditional independence. Department of Computer Science, University of Regina, CA, Tech. Rep: CS-99-03, 1995.
-
(1995)
-
-
Wong, S.K.M.1
Buts, C.J.2
Wu, D.3
-
18
-
-
0141485056
-
Learning statistical models from relational data
-
Getoor L., Koller D., Taskar B., Friedman N. Learning statistical models from relational data. In Proc. AAAI 2000, Madison, 2000, pp. 580-587.
-
Proc. AAAI 2000, Madison, 2000
, pp. 580-587
-
-
Getoor, L.1
Koller, D.2
Taskar, B.3
Friedman, N.4
-
19
-
-
38249013365
-
A unique system for binary decomposition of database relations, probability distributions, and graphs
-
Malvestuto F. M. A unique system for binary decomposition of database relations, probability distributions, and graphs. Information Sciences, 1992, 59 (1): 21-52.
-
(1992)
Information Sciences
, vol.59
, Issue.1
, pp. 21-52
-
-
Malvestuto, F.M.1
-
20
-
-
0003391330
-
Probabilistic reasoning in intelligent systems
-
Morgan Kaufmann Publishers, Inc.
-
Pearl J. Probabilistic Reasoning in Intelligent Systems. Morgan Kaufmann Publishers, Inc., 1988, pp. 1-293.
-
(1988)
, pp. 1-293
-
-
Pearl, J.1
-
21
-
-
0024034059
-
Fuzzy functional dependencies and lossless join decomposition of fuzzy relational database systems
-
Raju K. V. S. V. N., Majumdar A. K. Fuzzy functional dependencies and lossless join decomposition of fuzzy relational database systems. ACM Transactions on Database Systems, 1988, 13(1): 129-166.
-
(1988)
ACM Transactions on Database Systems
, vol.13
, Issue.1
, pp. 129-166
-
-
Raju, K.V.S.V.N.1
Majumdar, A.K.2
-
22
-
-
0025542009
-
Multivalued dependencies in fuzzy relational databases
-
Tripathy R. C., Saxena P. C. Multivalued dependencies in fuzzy relational databases. Fuzzy Sets and Systems, 1990, 38(3): 267-280.
-
(1990)
Fuzzy Sets and Systems
, vol.38
, Issue.3
, pp. 267-280
-
-
Tripathy, R.C.1
Saxena, P.C.2
-
23
-
-
0030149446
-
Normalization based on fuzzy functional dependency is a fuzzy relational data model
-
Chen G. Q. Normalization based on fuzzy functional dependency is a fuzzy relational data model. Information Systems, 1996, 21(3): 299-310.
-
(1996)
Information Systems
, vol.21
, Issue.3
, pp. 299-310
-
-
Chen, G.Q.1
-
24
-
-
0035218218
-
A complete axiomatization for fuzzy functional and multivalued dependencies in fuzzy database relations
-
Sozat M. I., Yazici A. A complete axiomatization for fuzzy functional and multivalued dependencies in fuzzy database relations. Fuzzy Sets and Systems, 2001, 117 (2): 161-183.
-
(2001)
Fuzzy Sets and Systems
, vol.117
, Issue.2
, pp. 161-183
-
-
Sozat, M.I.1
Yazici, A.2
-
25
-
-
0002536825
-
Functional dependencies with null values, fuzzy values, and crisp values
-
Liao S. Y., Wang H. Q., Liu W. Y. Functional dependencies with null values, fuzzy values, and crisp values. IEEE Transactions on Fuzzy Systems, 1999, 7(1): 97-103.
-
(1999)
IEEE Transactions on Fuzzy Systems
, vol.7
, Issue.1
, pp. 97-103
-
-
Liao, S.Y.1
Wang, H.Q.2
Liu, W.Y.3
-
26
-
-
0001352653
-
Fuzzy data dependencies and implication of fuzzy data dependencies
-
Liu W. Y. Fuzzy data dependencies and implication of fuzzy data dependencies. Fuzzy Sets and Systems, 92(3): 341-348.
-
(1997)
Fuzzy Sets and Systems
, vol.92
, Issue.3
, pp. 341-348
-
-
Liu, W.Y.1
-
27
-
-
0002859512
-
Efficient computing of transitive closures
-
Larsen H. L. Yager R. R. Efficient computing of transitive closures. Fuzzy Sets and Systems, 1990, 38(1): 81-90.
-
(1990)
Fuzzy Sets and Systems
, vol.38
, Issue.1
, pp. 81-90
-
-
Larsen, H.L.1
Yager, R.R.2
-
28
-
-
0021415472
-
Worst-case analysis of set union algorithms
-
Tarjan R. E., Leeuwen J. V. Worst-case analysis of set union algorithms. J. ACM, 1984, 31 (2): 245-281.
-
(1984)
J. ACM
, vol.31
, Issue.2
, pp. 245-281
-
-
Tarjan, R.E.1
Leeuwen, J.V.2
-
29
-
-
0020782108
-
On the desirability of acyclic database schemes
-
Beeri C., Fagin R., Maier D., Yannakakis M. On the desirability of acyclic database schemes. Journal of the Association for Computing Machinery, 1983, 30 (3): 479-513.
-
(1983)
Journal of the Association for Computing Machinery
, vol.30
, Issue.3
, pp. 479-513
-
-
Beeri, C.1
Fagin, R.2
Maier, D.3
Yannakakis, M.4
|