-
1
-
-
0003846047
-
Learning Bayesian Networks is NP-hard
-
Technical Report MSR-TR-94-17, Microsoft Research November
-
Chickering, D.M., Geiger, D., Heckerman, D.: Learning Bayesian Networks is NP-hard. Technical Report MSR-TR-94-17, Microsoft Research (November 1994)
-
(1994)
-
-
Chickering, D.M.1
Geiger, D.2
Heckerman, D.3
-
2
-
-
34249832377
-
-
Cooper, G., Herskovits, E.: A Bayesian method for the Induction of Probabilistic Networks from Data. Machine Learning 09, 309-347 (1992)
-
Cooper, G., Herskovits, E.: A Bayesian method for the Induction of Probabilistic Networks from Data. Machine Learning 09, 309-347 (1992)
-
-
-
-
5
-
-
0042967741
-
Optimal Structure Identification with Greedy Search
-
Chickering, D.M.: Optimal Structure Identification with Greedy Search. Journal of Machine Learning Research 3, 507-554 (2002)
-
(2002)
Journal of Machine Learning Research
, vol.3
, pp. 507-554
-
-
Chickering, D.M.1
-
6
-
-
0003614273
-
-
SpringerVerlag, Heidelberg
-
Spirtes, P., Glymour, C., Scheines, R.: Causation, Prediction and Search. SpringerVerlag, Heidelberg (1993)
-
(1993)
Causation, Prediction and Search
-
-
Spirtes, P.1
Glymour, C.2
Scheines, R.3
-
7
-
-
0031345619
-
Learning Belief Networks from Data: An Information Theory Based Approach
-
ACM Press, New York
-
Cheng, J., Bell, D., Liu, W.: Learning Belief Networks from Data: an Information Theory Based Approach. In: Proceedings of the sixth ACM International Conference on Information and Knowledge Management, pp. 325-331. ACM Press, New York (1997)
-
(1997)
Proceedings of the sixth ACM International Conference on Information and Knowledge Management
, pp. 325-331
-
-
Cheng, J.1
Bell, D.2
Liu, W.3
-
8
-
-
0030245966
-
Structure Learning of Bayesian Networks by Genetic Algorithms: A Performance Analysis of Control Parameters
-
Larranaga, P., Poza, M., Yurramendi, Y., Murga, R., Kuijpers, C.: Structure Learning of Bayesian Networks by Genetic Algorithms: A Performance Analysis of Control Parameters. IEEE Trans (PAMI) 18(9), 912-926 (1996)
-
(1996)
IEEE Trans (PAMI)
, vol.18
, Issue.9
, pp. 912-926
-
-
Larranaga, P.1
Poza, M.2
Yurramendi, Y.3
Murga, R.4
Kuijpers, C.5
-
10
-
-
0033076357
-
Using Pvolutionary Programming and Minimum Description Length Principle for Data Mining of Bayesian networks
-
Wong, M., Lam, W., Leung, K.: Using Pvolutionary Programming and Minimum Description Length Principle for Data Mining of Bayesian networks. IEEE Trans (PAMI) 21(2), 174-178 (1999)
-
(1999)
IEEE Trans (PAMI)
, vol.21
, Issue.2
, pp. 174-178
-
-
Wong, M.1
Lam, W.2
Leung, K.3
-
11
-
-
1842792773
-
A Hybrid Data Mining Approach To Discover Bayesian Networks Using Evolutionary Programming
-
Wong, M., Lee, S.Y., Leung,K.S.: A Hybrid Data Mining Approach To Discover Bayesian Networks Using Evolutionary Programming. In: Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2002), pp. 214-222 (2002)
-
(2002)
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO
, pp. 214-222
-
-
Wong, M.1
Lee, S.Y.2
Leung, K.S.3
-
12
-
-
9444248216
-
A Skeleton-Based Approach to Learning Bayesian Networks from Data
-
Cavtat-Dubrovnik, Croatia, September 22-26
-
van Dijk, S., Thierens, D., van der Gaag, L.C.: A Skeleton-Based Approach to Learning Bayesian Networks from Data. In: 7th European Conference on Principles and Practice of Knowledge Discovery in Databases, Cavtat-Dubrovnik, Croatia, September 22-26, 2003, pp. 132-143 (2003)
-
(2003)
7th European Conference on Principles and Practice of Knowledge Discovery in Databases
, pp. 132-143
-
-
van Dijk, S.1
Thierens, D.2
van der Gaag, L.C.3
-
15
-
-
21244484641
-
-
Silvia Acid, S., de Campos, L.M.: Searching for Bayesian Network Structures in the Space of Restricted Acyclic Partially Directed Graphs. Journal of Artificial Intelligence Research 18, 445-490 (2003)
-
Silvia Acid, S., de Campos, L.M.: Searching for Bayesian Network Structures in the Space of Restricted Acyclic Partially Directed Graphs. Journal of Artificial Intelligence Research 18, 445-490 (2003)
-
-
-
-
17
-
-
0003846041
-
A Tutorial on Learning Bayesian Networks
-
Technical Report MSRTR-95-06, Microsoft Research March
-
Heckerman, D.: A Tutorial on Learning Bayesian Networks. Technical Report MSRTR-95-06, Microsoft Research (March (1995)
-
(1995)
-
-
Heckerman, D.1
-
18
-
-
84933530882
-
Approximating Discrete Probability Distributions with Dependence Trees
-
Chow, C.K., Liu, C.N.: Approximating Discrete Probability Distributions with Dependence Trees. IEEE Trans, on Information Theory 14(3), 462-467 (1968)
-
(1968)
IEEE Trans, on Information Theory
, vol.14
, Issue.3
, pp. 462-467
-
-
Chow, C.K.1
Liu, C.N.2
-
19
-
-
0042496103
-
Learning equivalence classes of Bayesian-network structures
-
Chickering, D.M.: Learning equivalence classes of Bayesian-network structures. Journal of Machine Learning Research 2, 445-498 (2002)
-
(2002)
Journal of Machine Learning Research
, vol.2
, pp. 445-498
-
-
Chickering, D.M.1
-
20
-
-
0032626111
-
Parameter Control in Evolutionary Algorithms
-
Eiben, A.E., Hinterding, R., Michalewicz, Z.: Parameter Control in Evolutionary Algorithms. IEEE Trans. on Evolutionary Computation 3(2), 124-141 (1999)
-
(1999)
IEEE Trans. on Evolutionary Computation
, vol.3
, Issue.2
, pp. 124-141
-
-
Eiben, A.E.1
Hinterding, R.2
Michalewicz, Z.3
-
22
-
-
38349076714
-
Adaptive mutation Rate Control Schemes in Genetic Algorithms
-
Technical Report UU-CS-2002-056, Institute of Information and Computing Sciences, Utrecht University
-
Thierens, D.: Adaptive mutation Rate Control Schemes in Genetic Algorithms. In: Technical Report UU-CS-2002-056, Institute of Information and Computing Sciences, Utrecht University (2002)
-
(2002)
-
-
Thierens, D.1
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