-
1
-
-
0042496103
-
Learning Equivalence Classes of Bayesian-Network Structures
-
Chickering, D.M. (2002a), "Learning Equivalence Classes of Bayesian-Network Structures," Journal of Machine Learning Research, 2, 445-498.
-
(2002)
Journal of Machine Learning Research
, vol.2
, pp. 445-498
-
-
Chickering, D.M.1
-
3
-
-
84933530882
-
Approximating Discrete Probability Distributions with Dependence Trees
-
Chow, C., and Liu, C. (1968), "Approximating Discrete Probability Distributions with Dependence Trees," IEEE Transactions on Information Theory, 14, 462-467.
-
(1968)
IEEE Transactions on Information Theory
, vol.14
, pp. 462-467
-
-
Chow, C.1
Liu, C.2
-
5
-
-
34249761849
-
Learning Bayesian Networks: The Combination of Knowledge and Statistical Data
-
Heckerman, D., Geiger, D., and Chickering, D.M. (1995), "Learning Bayesian Networks: The Combination of Knowledge and Statistical Data," Machine Learning, 20, 197-243.
-
(1995)
Machine Learning
, vol.20
, pp. 197-243
-
-
Heckerman, D.1
Geiger, D.2
Chickering, D.M.3
-
7
-
-
33947524259
-
Estimating High-Dimensional Directed Acyclic Graphs with the PC-Algorithm
-
Kalisch, M., and Bühlmann, P. (2007), "Estimating High-Dimensional Directed Acyclic Graphs with the PC-Algorithm," Journal of Machine Learning Research, 8, 613-636.
-
(2007)
Journal of Machine Learning Research
, vol.8
, pp. 613-636
-
-
Kalisch, M.1
Bühlmann, P.2
-
8
-
-
0004047518
-
-
Cambridge, MA: Oxford University Press
-
Lauritzen, S. (1996), Graphical Models, Cambridge, MA: Oxford University Press.
-
(1996)
Graphical Models
-
-
Lauritzen, S.1
-
9
-
-
0002753068
-
Causal Inference and Causal Explanation with Background Knowledge
-
eds. P. Besnard and S. Hanks, pp
-
Meek, C. (1995), "Causal Inference and Causal Explanation with Background Knowledge," in Uncertainty in Artificial Intelligence (vol. 11), eds. P. Besnard and S. Hanks, pp. 403-110.
-
(1995)
Uncertainty in Artificial Intelligence
, vol.11
, pp. 403-110
-
-
Meek, C.1
-
10
-
-
0004213845
-
-
New York: Cambridge University Press
-
Pearl, J. (2000), Causality New York: Cambridge University Press.
-
(2000)
Causality
-
-
Pearl, J.1
-
11
-
-
84885933908
-
Alternatives to the Median Absolute Deviation
-
Rousseeuw, P.J., and Croux, C. (1993), "Alternatives to the Median Absolute Deviation," Journal of the American Statistical Association, 88, 1273-1283.
-
(1993)
Journal of the American Statistical Association
, vol.88
, pp. 1273-1283
-
-
Rousseeuw, P.J.1
Croux, C.2
-
12
-
-
0003614273
-
-
2nd ed, Cambridge, MA: The MIT Press
-
Spirtes, P., Glymour, C., and Scheines, R. (2000), Causation, Prediction, and Search (2nd ed.), Cambridge, MA: The MIT Press.
-
(2000)
Causation, Prediction, and Search
-
-
Spirtes, P.1
Glymour, C.2
Scheines, R.3
-
13
-
-
33746035971
-
The max-min Hill-Climbing Bayesian Network Structure Learning Algorithm
-
Tsamardinos, I., Brown, L.E., and Aliferis, C.F. (2006), "The max-min Hill-Climbing Bayesian Network Structure Learning Algorithm," Machine Learning, 65, 31-78.
-
(2006)
Machine Learning
, vol.65
, pp. 31-78
-
-
Tsamardinos, I.1
Brown, L.E.2
Aliferis, C.F.3
-
14
-
-
0002095306
-
Equivalence and Synthesis of Causal Models
-
eds. M. Henrion, M. Shachter, R. Kanal, and J. Lemmer, pp
-
Verma, T., and Pearl, J. (1990), "Equivalence and Synthesis of Causal Models," in Proceedings of the Sixth Conference on Uncertainty in Artificial Intelligence, eds. M. Henrion, M. Shachter, R. Kanal, and J. Lemmer, pp. 220-227.
-
(1990)
Proceedings of the Sixth Conference on Uncertainty in Artificial Intelligence
, pp. 220-227
-
-
Verma, T.1
Pearl, J.2
-
15
-
-
64249132780
-
-
-, (1991), A Theory of Inferred Causation, in Knowledge Representation and Reasoning: Proceedings of the Second International Conference, eds. J. Allen, R. Fikes, and E. Sandewall, New York: Morgan Kaufmann, pp. 441-152.
-
-, (1991), "A Theory of Inferred Causation," in Knowledge Representation and Reasoning: Proceedings of the Second International Conference, eds. J. Allen, R. Fikes, and E. Sandewall, New York: Morgan Kaufmann, pp. 441-152.
-
-
-
|