-
3
-
-
0041779094
-
Learning probabilistic relational models
-
Dzeroski, S, Lavrac, N, eds, Springer, Berlin
-
Getoor, L., Friedman, N., Koller, D., Pfeffer, A.: Learning probabilistic relational models. In: Dzeroski, S., Lavrac, N. (eds.) Relational Data Mining, pp. 307-335. Springer, Berlin (2001)
-
(2001)
Relational Data Mining
, pp. 307-335
-
-
Getoor, L.1
Friedman, N.2
Koller, D.3
Pfeffer, A.4
-
4
-
-
4444281941
-
Parameter learning of logic programs for symbolic-statistical modeling
-
Sato, T., Kameya, Y.: Parameter learning of logic programs for symbolic-statistical modeling. Journal of Artificial Intelligence Research 15, 391-454 (2001)
-
(2001)
Journal of Artificial Intelligence Research
, vol.15
, pp. 391-454
-
-
Sato, T.1
Kameya, Y.2
-
5
-
-
84947904225
-
Probabilistic logic programming and bayesian networks
-
Springer, Heidelberg
-
Ngo, L., Haddawy, P.: Probabilistic logic programming and bayesian networks. In: Algorithms, Concurrency and Knowledge, pp. 286-300. Springer, Heidelberg (1995)
-
(1995)
Algorithms, Concurrency and Knowledge
, pp. 286-300
-
-
Ngo, L.1
Haddawy, P.2
-
6
-
-
40249085262
-
-
Muggleton, S.: Stochastic logic programs. In: De Raedt, L. (ed.) Advances in Inductive Logic Programming. Frontiers in Artificial Intelligence and Applications, 32, pp. 254-264. IOS Press, Amsterdam (1996)
-
Muggleton, S.: Stochastic logic programs. In: De Raedt, L. (ed.) Advances in Inductive Logic Programming. Frontiers in Artificial Intelligence and Applications, vol. 32, pp. 254-264. IOS Press, Amsterdam (1996)
-
-
-
-
7
-
-
9444234690
-
Bayesian logic programs
-
Technical Report 151, Institute for Computer Science, University of Freiburg, Germany
-
Kersting, K., De Raedt, L.: Bayesian logic programs. Technical Report 151, Institute for Computer Science, University of Freiburg, Germany (2001)
-
(2001)
-
-
Kersting, K.1
De Raedt, L.2
-
11
-
-
84880652569
-
Learning probabilities for noisy first-order rules
-
Nagoya, Japan
-
Koller, D., Pfeffer, A.: Learning probabilities for noisy first-order rules. In: IJCAI 1997, Nagoya, Japan (1997)
-
(1997)
IJCAI
-
-
Koller, D.1
Pfeffer, A.2
-
12
-
-
0033188982
-
Bucket elimination: A unifying framework for reasoning
-
Dechter, R.: Bucket elimination: A unifying framework for reasoning. Artificial Intelligence 113, 41-85 (1999)
-
(1999)
Artificial Intelligence
, vol.113
, pp. 41-85
-
-
Dechter, R.1
-
13
-
-
0003403154
-
Anti-unification in constraint logics
-
PhD thesis, University of Illinois at Urbana-Champaign, UIUCDCS-R-93-1820
-
Page, C.D.: Anti-unification in constraint logics. PhD thesis, University of Illinois at Urbana-Champaign, UIUCDCS-R-93-1820 (1993)
-
(1993)
-
-
Page, C.D.1
-
14
-
-
0041779094
-
Learning probabilistic relational models
-
Springer, Heidelberg
-
Getoor, L., Friedman, N., Koller, D., Pfeffer, A.: Learning probabilistic relational models. In: Relational Data Mining, pp. 307-335. Springer, Heidelberg (2001)
-
(2001)
Relational Data Mining
, pp. 307-335
-
-
Getoor, L.1
Friedman, N.2
Koller, D.3
Pfeffer, A.4
-
17
-
-
33750705605
-
Sound and efficient inference with probabilistic and deterministic dependencies
-
Boston, Massachusetts, USA, July 16-20, AAAI Press, Menlo Park
-
Poon, H., Domingos, P.: Sound and efficient inference with probabilistic and deterministic dependencies. In: Proceedings, The Twenty-First National Conference on Artificial Intelligence and the Eighteenth Innovative Applications of Artificial Intelligence Conference, Boston, Massachusetts, USA, July 16-20, 2006, AAAI Press, Menlo Park (2006)
-
(2006)
Proceedings, The Twenty-First National Conference on Artificial Intelligence and the Eighteenth Innovative Applications of Artificial Intelligence Conference
-
-
Poon, H.1
Domingos, P.2
-
19
-
-
0000800741
-
A tutorial on hidden Markov models and selected apllications in speech recognition
-
Waibel, A, Lee, K.-F, eds, Kaufmann, San Mateo
-
Rabiner, L.R.: A tutorial on hidden Markov models and selected apllications in speech recognition. In: Waibel, A., Lee, K.-F. (eds.) Readings in Speech Recognition, pp. 267-296. Kaufmann, San Mateo (1990)
-
(1990)
Readings in Speech Recognition
, pp. 267-296
-
-
Rabiner, L.R.1
-
20
-
-
40249090954
-
Generative modeling with failure in PRISM
-
International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30-August 5
-
Sato, T., Kameya, Y., Zhou, N.-F.: Generative modeling with failure in PRISM. In: IJCAI 2005, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30-August 5, 2005, pp. 847-852 (2005)
-
(2005)
IJCAI 2005, Proceedings of the Nineteenth
, pp. 847-852
-
-
Sato, T.1
Kameya, Y.2
Zhou, N.-F.3
-
22
-
-
84880816720
-
Dynamic probabilistic relational models
-
Acapulco, Mexico, August 9-15
-
Sanghai, S., Domingos, P., Weld, D.S.: Dynamic probabilistic relational models. In: IJCAI 2003, Proceedings of the Eighteenth International Joint Conference on Artificial Intelligence, Acapulco, Mexico, August 9-15, 2003, pp. 992-1002 (2003)
-
(2003)
IJCAI 2003, Proceedings of the Eighteenth International Joint Conference on Artificial Intelligence
, pp. 992-1002
-
-
Sanghai, S.1
Domingos, P.2
Weld, D.S.3
-
23
-
-
22944441883
-
Towards Discovering Structural Signatures of Protein Folds based on Logical Hidden Markov Models
-
Kauai, Hawaii, pp
-
Kersting, K., Raiko, T., Kramer, S., De Raedt, L.: Towards Discovering Structural Signatures of Protein Folds based on Logical Hidden Markov Models. In: Proceedings of the Pacific Symposium on Biocomputing (PSB 2003), Kauai, Hawaii, pp. 3-7 (2003)
-
(2003)
Proceedings of the Pacific Symposium on Biocomputing (PSB
, pp. 3-7
-
-
Kersting, K.1
Raiko, T.2
Kramer, S.3
De Raedt, L.4
-
24
-
-
33744486342
-
Logical Hidden Markov Models
-
Kersting, K., de Raedt, L., Raiko, T.: Logical Hidden Markov Models. Journal of Artificial Intelligence Research 25, 425-456 (2006)
-
(2006)
Journal of Artificial Intelligence Research
, vol.25
, pp. 425-456
-
-
Kersting, K.1
de Raedt, L.2
Raiko, T.3
-
25
-
-
40249090955
-
Relational Sequence Learning
-
Springer, Heidelberg
-
Kersting, K., de Raedt, L., Gutmann, B., Karwath, A., Landwehr, N.: Relational Sequence Learning. In: Probabilistic Inductive Logic Programming, Springer, Heidelberg (2007)
-
(2007)
Probabilistic Inductive Logic Programming
-
-
Kersting, K.1
de Raedt, L.2
Gutmann, B.3
Karwath, A.4
Landwehr, N.5
-
26
-
-
0031743421
-
Profile hidden Markov models
-
Eddy, S.: Profile hidden Markov models. Bioinformatics 14, 755-763 (1998)
-
(1998)
Bioinformatics
, vol.14
, pp. 755-763
-
-
Eddy, S.1
-
27
-
-
9144257886
-
The pfam protein families database
-
Bateman, A., Coin, L., Durbin, R., Finn, R., Hollich, V., Griffiths, S., Khanna, A., Marshall, M., Moxon, S., Sonnhammer, E., Studholme, D., Yeats, C., Eddy, S.: The pfam protein families database. Nucleic Acids Research 32, 138-141 (2004)
-
(2004)
Nucleic Acids Research
, vol.32
, pp. 138-141
-
-
Bateman, A.1
Coin, L.2
Durbin, R.3
Finn, R.4
Hollich, V.5
Griffiths, S.6
Khanna, A.7
Marshall, M.8
Moxon, S.9
Sonnhammer, E.10
Studholme, D.11
Yeats, C.12
Eddy, S.13
-
28
-
-
0037617084
-
Efficient Tabling Mechanisms for Logic Programs
-
Tokyo, Japan, pp
-
Ramakrishnan, I.V., et al.: Efficient Tabling Mechanisms for Logic Programs. In: 12th ICLP, Tokyo, Japan, pp. 687-711 (1995)
-
(1995)
12th ICLP
, pp. 687-711
-
-
Ramakrishnan, I.V.1
-
29
-
-
14544285474
-
On Applying Or-Parallelism and Tabling to Logic Programs
-
Rocha, R., Silva, F., Santos Costa, V.: On Applying Or-Parallelism and Tabling to Logic Programs. Theory and Practice of Logic Programming Systems 5(1-2), 161-205 (2005)
-
(2005)
Theory and Practice of Logic Programming Systems
, vol.5
, Issue.1-2
, pp. 161-205
-
-
Rocha, R.1
Silva, F.2
Santos Costa, V.3
-
30
-
-
40249097059
-
-
Personal communication December
-
Domingos, P.: Personal communication (December 2002)
-
(2002)
-
-
Domingos, P.1
-
31
-
-
22944487297
-
-
De Raedt, L., Kersting, K.: Probabilistic inductive logic programming. In: BenDavid, S., Case, J., Maruoka, A. (eds.) ALT 2004. LNCS (LNAI), 3244, pp. 19-36. Springer, Heidelberg (2004)
-
De Raedt, L., Kersting, K.: Probabilistic inductive logic programming. In: BenDavid, S., Case, J., Maruoka, A. (eds.) ALT 2004. LNCS (LNAI), vol. 3244, pp. 19-36. Springer, Heidelberg (2004)
-
-
-
-
32
-
-
7044254603
-
-
Muggleton, S.: Learning structure and parameters of stochastic logic programs. In: Matwin, S., Sammut, C. (eds.) ILP 2002. LNCS (LNAI), 2583, pp. 198-206. Springer, Heidelberg (2003)
-
Muggleton, S.: Learning structure and parameters of stochastic logic programs. In: Matwin, S., Sammut, C. (eds.) ILP 2002. LNCS (LNAI), vol. 2583, pp. 198-206. Springer, Heidelberg (2003)
-
-
-
-
33
-
-
40249102632
-
Logic-based Formalisms for Statistical Relational Learning
-
MIT Press, Cambridge
-
Cussens, J.: Logic-based Formalisms for Statistical Relational Learning. In: Introduction to Statistical Relational Learning, MIT Press, Cambridge (2007)
-
(2007)
Introduction to Statistical Relational Learning
-
-
Cussens, J.1
-
35
-
-
0021774954
-
PROLOG: A language for implementing expert systems
-
Clark, K.L., McCabe, F.G.: PROLOG: A language for implementing expert systems. Machine Intelligence 10, 455-470 (1982)
-
(1982)
Machine Intelligence
, vol.10
, pp. 455-470
-
-
Clark, K.L.1
McCabe, F.G.2
-
37
-
-
0027702434
-
Probabilistic Horn abduction and Bayesian networks
-
Poole, D.: Probabilistic Horn abduction and Bayesian networks. Artificial Intelligence 64, 81-129 (1993)
-
(1993)
Artificial Intelligence
, vol.64
, pp. 81-129
-
-
Poole, D.1
-
40
-
-
0344844807
-
Modelling regulatory pathways in e. coli from time series expression profiles
-
Edmondon, Alberta, Canada, August 3-7
-
Ong, I.M., Glasner, J.D., Page, D.: Modelling regulatory pathways in e. coli from time series expression profiles. In: Proceedings of the Tenth International Conference on Intelligent Systems for Molecular Biology, Edmondon, Alberta, Canada, August 3-7, 2002, pp. 241-248 (2002)
-
(2002)
Proceedings of the Tenth International Conference on Intelligent Systems for Molecular Biology
, pp. 241-248
-
-
Ong, I.M.1
Glasner, J.D.2
Page, D.3
-
41
-
-
40249111111
-
Inferring regulatory networks from time series expression data and relational data via inductive logic programming
-
Santiago de Compostela, Spain
-
Ong, I.M., Topper, S.E., Page, D., Santos Costa, V.: Inferring regulatory networks from time series expression data and relational data via inductive logic programming. In: Proceedings of the Sixteenth International Conference on Inductive Logic Programming, Santiago de Compostela, Spain (2007)
-
(2007)
Proceedings of the Sixteenth International Conference on Inductive Logic Programming
-
-
Ong, I.M.1
Topper, S.E.2
Page, D.3
Santos Costa, V.4
-
42
-
-
84880739463
-
View learning for statistical relational learning: With an application to mammography
-
Kaelbling, L.P, Saffiotti, A, eds, Edinburgh, Scotland, UK, July 30-August 5, Professional Book Center
-
Davis, J., Burnside, E.S., Dutra, I., Page, D., Ramakrishnan, R., Santos Costa, V., Shavlik, J.W.: View learning for statistical relational learning: With an application to mammography. In: Kaelbling, L.P., Saffiotti, A. (eds.) IJCAI 2005, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30-August 5, 2005, pp. 677-683. Professional Book Center (2005)
-
(2005)
IJCAI 2005, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence
, pp. 677-683
-
-
Davis, J.1
Burnside, E.S.2
Dutra, I.3
Page, D.4
Ramakrishnan, R.5
Santos Costa, V.6
Shavlik, J.W.7
-
43
-
-
29344464142
-
-
Landwehr, N., Kersting, K., De Raedt, L.: nFOIL: Integrating naïve Bayes and FOIL. In: Veloso, M.M., Kambhampati, S. (eds.) Proceedings, The Twentieth National Conference on Artificial Intelligence and the Seventeenth Innovative Applications of Artificial Intelligence Conference, Pittsburgh, Pennsylvania, USA, July 9-13, 2005, pp. 795-800 (2005)
-
Landwehr, N., Kersting, K., De Raedt, L.: nFOIL: Integrating naïve Bayes and FOIL. In: Veloso, M.M., Kambhampati, S. (eds.) Proceedings, The Twentieth National Conference on Artificial Intelligence and the Seventeenth Innovative Applications of Artificial Intelligence Conference, Pittsburgh, Pennsylvania, USA, July 9-13, 2005, pp. 795-800 (2005)
-
-
-
-
44
-
-
33646424350
-
-
Davis, J., Burnside, E.S., de Castro Dutra, I., Page, D., Santos Costa, V.: An integrated approach to learning bayesian networks of rules. In: Gama, J., Camacho, R., Brazdil, P.B., Jorge, A.M. Torgo, L. (eds.) ECML 2005. LNCS (LNAI), 3720, pp. 84-95. Springer, Heidelberg (2005)
-
Davis, J., Burnside, E.S., de Castro Dutra, I., Page, D., Santos Costa, V.: An integrated approach to learning bayesian networks of rules. In: Gama, J., Camacho, R., Brazdil, P.B., Jorge, A.M. Torgo, L. (eds.) ECML 2005. LNCS (LNAI), vol. 3720, pp. 84-95. Springer, Heidelberg (2005)
-
-
-
-
45
-
-
84880905111
-
-
De Raedt, L., Kimmig, A., Toivonen, H.: ProbLog: A Probabilistic Prolog and Its Application in Link Discovery. In: Proceedings of the 20th International Joint Conference on Artificial Intelligence (IJCAI) (2007)
-
De Raedt, L., Kimmig, A., Toivonen, H.: ProbLog: A Probabilistic Prolog and Its Application in Link Discovery. In: Proceedings of the 20th International Joint Conference on Artificial Intelligence (IJCAI) (2007)
-
-
-
-
46
-
-
84880880885
-
Change of Representation for Statistical Relational Learning
-
IJCAI
-
Davis, J., Ong, I., Struyf, J., Burnside, E., Page, D., Santos Costa, V.: Change of Representation for Statistical Relational Learning. In: Proceedings of the 20th International Joint Conference on Artificial Intelligence (IJCAI) (2007)
-
(2007)
Proceedings of the 20th International Joint Conference on Artificial Intelligence
-
-
Davis, J.1
Ong, I.2
Struyf, J.3
Burnside, E.4
Page, D.5
Santos Costa, V.6
-
48
-
-
40249107111
-
-
Spiegelhalter, D., Thomas, A., Best, N., Gilks, W.: BUGS 0.5 Bayesian inference using Gibbs Sampling Manual. MRC Biostatistics Unit, Cambridge (1996)
-
Spiegelhalter, D., Thomas, A., Best, N., Gilks, W.: BUGS 0.5 Bayesian inference using Gibbs Sampling Manual. MRC Biostatistics Unit, Cambridge (1996)
-
-
-
|