-
2
-
-
0031273462
-
Adaptive probabilistic networks with hidden variables
-
ISSN 0885-6125
-
Binder, J., Koller, D., Russell, S., Kanazawa, K.: Adaptive probabilistic networks with hidden variables. Mach. Learn. 29(2-3), 213-244 (1997) ISSN 0885-6125.
-
(1997)
Mach. Learn.
, vol.29
, Issue.2-3
, pp. 213-244
-
-
Binder, J.1
Koller, D.2
Russell, S.3
Kanazawa, K.4
-
3
-
-
0002629270
-
Maximum likelihood from incomplete data via the EM algorithm
-
Dempster, A.P., Laird, N.M., Rubin, D.B.: Maximum likelihood from incomplete data via the EM algorithm. J. R. Stat. Soc. B 39, 185-197 (1977).
-
(1977)
J. R. Stat. Soc. B
, vol.39
, pp. 185-197
-
-
Dempster, A.P.1
Laird, N.M.2
Rubin, D.B.3
-
4
-
-
0037323094
-
Efficient computation for the noisy MAX
-
Díez, F.J., Galán, S.F.: Efficient computation for the noisy MAX. Int. J. Approx. Reason. 18, 165-177 (2003).
-
(2003)
Int. J. Approx. Reason.
, vol.18
, pp. 165-177
-
-
Díez, F.J.1
Galán, S.F.2
-
5
-
-
31844447291
-
Markov logic: A unifying framework for statistical relational learning
-
Banff, July
-
Domingos, P., Richardson, M.: Markov logic: a unifying framework for statistical relational learning. In: Proceedings of the SRL Workshop in ICML, Banff, July 2004.
-
(2004)
Proceedings of the SRL Workshop in ICML
-
-
Domingos, P.1
Richardson, M.2
-
6
-
-
26444488864
-
Tasktracer: A desktop environment to support multi-tasking knowledge workers
-
San Diego, January
-
Dragunov, A.N., Dietterich, T.G., Johnsrude, K., McLaughlin, M., Li, L., Herlocker, J.L.: Tasktracer: a desktop environment to support multi-tasking knowledge workers. In: Proceedings of IUI, San Diego, January 2005.
-
(2005)
Proceedings of IUI
-
-
Dragunov, A.N.1
Dietterich, T.G.2
Johnsrude, K.3
McLaughlin, M.4
Li, L.5
Herlocker, J.L.6
-
7
-
-
70350022461
-
Logical Bayesian networks and their relation to other probabilistic logical models
-
Bonn, August
-
Fierens, D., Blockeel, H., Bruynooghe, M., Ramon, J.: Logical Bayesian networks and their relation to other probabilistic logical models. In: Proceedings of ILP, Bonn, 10-13 August 2005.
-
(2005)
Proceedings of ILP
, pp. 10-13
-
-
Fierens, D.1
Blockeel, H.2
Bruynooghe, M.3
Ramon, J.4
-
8
-
-
32044446066
-
PRL: A probabilistic relational language
-
Getoor, L., Grant, J.: PRL: a probabilistic relational language. Mach. Learn. 62(1-2), 7-31 (2006).
-
(2006)
Mach. Learn.
, vol.62
, Issue.1-2
, pp. 7-31
-
-
Getoor, L.1
Grant, J.2
-
10
-
-
0041779094
-
Learning probabilistic relational models
-
S. Dzeroski and N. Lavrac (Eds.), New York: Springer
-
Getoor, L., Friedman, N., Koller, D., Pfeffer, A.: Learning probabilistic relational models. In: Dzeroski, S., Lavrac, N. (eds.) Relational Data Mining. Springer, New York (2001).
-
(2001)
Relational Data Mining
-
-
Getoor, L.1
Friedman, N.2
Koller, D.3
Pfeffer, A.4
-
17
-
-
84937413409
-
Adaptive Bayesian logic programs
-
New York: Springer
-
Kersting, K., De Raedt, L.: Adaptive Bayesian logic programs. In: Proceedings of the ILP '01, pp. 104-117. Springer, New York (2001).
-
(2001)
Proceedings of the ILP '01
, pp. 104-117
-
-
Kersting, K.1
de Raedt, L.2
-
18
-
-
84880652569
-
Learning probabilities for noisy first-order rules
-
Nagoya, 23-29 August
-
Koller, D., Pfeffer, A.: Learning probabilities for noisy first-order rules. In: IJCAI, pp. 1316-1323. Nagoya, 23-29 August 1997.
-
(1997)
IJCAI
, pp. 1316-1323
-
-
Koller, D.1
Pfeffer, A.2
-
19
-
-
0142192295
-
Conditional random fields: Probabilistic models for segmenting and labeling sequence data
-
Lafferty, J., McCallum, A., Pereira, F.: Conditional random fields: probabilistic models for segmenting and labeling sequence data. In: Proc. 18th International Conf. on Machine Learning, pp. 282-289 (2001).
-
(1997)
Proc. 18th International Conf. on Machine Learning
, pp. 282-289
-
-
Lafferty, J.1
McCallum, A.2
Pereira, F.3
-
20
-
-
37249020564
-
MEBN: A language for first-order Bayesian knowledge bases
-
Laskey, K.B.: MEBN: a language for first-order Bayesian knowledge bases. Artif. Intell. 172(2-3), 140-178 (2008).
-
(2008)
Artif. Intell.
, vol.172
, Issue.2-3
, pp. 140-178
-
-
Laskey, K.B.1
-
22
-
-
31844444367
-
Learning first-order probabilistic models with combining rules
-
Bonn, 7-11 August
-
Natarajan, S., Tadepalli, P., Altendorf, E., Dietterich, T.G., Fern, A., Restificar, A.: Learning first-order probabilistic models with combining rules. In: Proceedings of the International Conference in Machine Learning, Bonn, 7-11 August 2005.
-
(2005)
Proceedings of the International Conference in Machine Learning
-
-
Natarajan, S.1
Tadepalli, P.2
Altendorf, E.3
Dietterich, T.G.4
Fern, A.5
Restificar, A.6
-
23
-
-
70350022460
-
A relational hierarchical model for decision-theoretic assistance
-
Corvallis, 19-21 June
-
Natarajan, S., Tadepalli, P., Fern, A.: A relational hierarchical model for decision-theoretic assistance. In: Proceedings of 17th Annual International Conference on Inductive Logic Programming, Corvallis, 19-21 June 2007.
-
(2007)
Proceedings of 17th Annual International Conference on Inductive Logic Programming
-
-
Natarajan, S.1
Tadepalli, P.2
Fern, A.3
-
24
-
-
77952399122
-
Learning relational probability trees
-
Washington, DC, 24-27 August
-
Neville, J., Jensen, D., Friedland, L., Hay, M.: Learning relational probability trees. In: KDD '03: proceedings of the ninth ACM SIGKDD international conference on knowledge discovery and data mining, pp. 625-630. Washington, DC, 24-27 August 2003.
-
(2003)
KDD '03: Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
, pp. 625-630
-
-
Neville, J.1
Jensen, D.2
Friedland, L.3
Hay, M.4
-
25
-
-
0345250968
-
Probabilistic logic programming and Bayesian networks
-
Pathumthani, 11-13 December
-
Ngo, L., Haddawy, P.: Probabilistic logic programming and Bayesian networks. In: Proceedings ACSC95, Pathumthani, 11-13 December 1995.
-
(1995)
Proceedings ACSC95
-
-
Ngo, L.1
Haddawy, P.2
-
26
-
-
0027702434
-
Probabilistic Horn abduction and Bayesian networks
-
Poole, D.: Probabilistic Horn abduction and Bayesian networks. Artif. Intell. 64(1), 81-129 (1993).
-
(1993)
Artif. Intell.
, vol.64
, Issue.1
, pp. 81-129
-
-
Poole, D.1
-
27
-
-
4444281941
-
Parameter learning of logic programs for symbolic-statistical modeling
-
Sato, T., Kameya, Y.: Parameter learning of logic programs for symbolic-statistical modeling. J. Artif. Intell. Res. 15, 391-454 (2001).
-
(2001)
J. Artif. Intell. Res.
, vol.15
, pp. 391-454
-
-
Sato, T.1
Kameya, Y.2
-
28
-
-
33645293420
-
Noisy-or classifier: Research articles
-
Vomlel, J.: Noisy-or classifier: research articles. Int. J. Intell. Syst. 21(3), 381-398 (2006).
-
(2006)
Int. J. Intell. Syst.
, vol.21
, Issue.3
, pp. 381-398
-
-
Vomlel, J.1
|