-
1
-
-
79551602978
-
The Semantic Web
-
Berners-Lee, T., Hendler, J., Lassila, O.: The Semantic Web, Scientific American 284(5), 34-43 (2001)
-
(2001)
Scientific American
, vol.284
, Issue.5
, pp. 34-43
-
-
Berners-Lee, T.1
Hendler, J.2
Lassila, O.3
-
2
-
-
0000582521
-
Statistical analysis of non-lattice data
-
Besag, J.: Statistical analysis of non-lattice data. The Statistician 24, 179-195(1975)
-
(1975)
The Statistician
, vol.24
, pp. 179-195
-
-
Besag, J.1
-
3
-
-
84880750109
-
Lifted first-order probabilistic inference
-
Edinburgh, UK, pp, Morgan Kaufmann, San Francisco
-
Braz, R., Amir. E., Roth. D.: Lifted first-order probabilistic inference. In: Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, UK, pp. 1319-1325. Morgan Kaufmann, San Francisco (2005)
-
(2005)
Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence
, pp. 1319-1325
-
-
Braz, R.1
Amir, E.2
Roth, D.3
-
4
-
-
85127836544
-
Discriminative training methods for hidden Markov models: Theory and experiments with perceptron algorithms
-
Philadelphia, PA, pp, ACL
-
Collins, M.: Discriminative training methods for hidden Markov models: Theory and experiments with perceptron algorithms. In: Proceedings of the 2002 Conference on Empirical Methods in Natural Language Processing, Philadelphia, PA, pp.1-8. ACL (2002)
-
(2002)
Proceedings of the 2002 Conference on Empirical Methods in Natural Language Processing
, pp. 1-8
-
-
Collins, M.1
-
5
-
-
0033481108
-
Gibbs sampling for Bayesian non-conjugate and hierarchical models by auxiliary variables
-
Damien, P., Wakefield, J., Walker, S.: Gibbs sampling for Bayesian non-conjugate and hierarchical models by auxiliary variables. Journal of the Royal Statistical Society, Series B 61 (1999)
-
(1999)
Journal of the Royal Statistical Society, Series B
, vol.61
-
-
Damien, P.1
Wakefield, J.2
Walker, S.3
-
7
-
-
0344303397
-
-
Dean, M., Schreiber, G., Bechhofer, S., van Harmelen, F., Hendler, J., Horrocks, I., McGuinness, D.L., Patel-Schneider, P.F., Stein, L.A.: OWL web ontology language reference (2004), http://www.w3.org/TR/owl-ref/
-
(2004)
OWL web ontology language reference
-
-
Dean, M.1
Schreiber, G.2
Bechhofer, S.3
van Harmelen, F.4
Hendler, J.5
Horrocks, I.6
McGuinness, D.L.7
Patel-Schneider, P.F.8
Stein, L.A.9
-
8
-
-
0031120321
-
Inducing features of random fields
-
Della Pietra, S., Della Pietra, V., Lafferty, J.: Inducing features of random fields. IEEE Transactions on Pattern Analysis and Machine Intelligence 19, 380-392(1997)
-
(1997)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.19
, pp. 380-392
-
-
Della Pietra, S.1
Della Pietra, V.2
Lafferty, J.3
-
9
-
-
57749200250
-
Integrating multiple learning components through Markov logic
-
Chicago, IL. AAAI Press, Menlo Park
-
Dietterich, T., Bao, X.: Integrating multiple learning components through Markov logic. In: Proceedings of the Twenty-Third National Conference on Artificial Intelligence, Chicago, IL. AAAI Press, Menlo Park (2008)
-
(2008)
Proceedings of the Twenty-Third National Conference on Artificial Intelligence
-
-
Dietterich, T.1
Bao, X.2
-
11
-
-
0003860037
-
-
Gilks, W.R, Richardson, S, Spiegelhalter, D.J, eds, Chapman and Hall, London
-
Gilks, W.R., Richardson, S., Spiegelhalter, D.J. (eds.): Markov Chain Monte Carlo in Practice. Chapman and Hall, London (1996)
-
(1996)
Markov Chain Monte Carlo in Practice
-
-
-
12
-
-
84859881704
-
Unsupervised learning of field segmentation models for information extraction
-
Ann Arbor, Michigan, pp, Association for Computational Linguistics
-
Grenager, T., Klein, D., Manning, CD.: Unsupervised learning of field segmentation models for information extraction. In: Proceedings of the Forty-Third Annual Meeting on Association for Computational Linguistics, Ann Arbor, Michigan, pp.371-378. Association for Computational Linguistics (2005)
-
(2005)
Proceedings of the Forty-Third Annual Meeting on Association for Computational Linguistics
, pp. 371-378
-
-
Grenager, T.1
Klein, D.2
Manning, C.D.3
-
13
-
-
0041849711
-
A general stochastic approach to solving problems with hard and soft constraints
-
Gu, D, Du, J, Pardalos, P, eds, American Mathematical Society, New York
-
Kautz, H., Selman, B., Jiang, Y.: A general stochastic approach to solving problems with hard and soft constraints. In: Gu, D., Du, J., Pardalos, P. (eds.) The Satisfiability Problem: Theory and Applications, pp. 573-586. American Mathematical Society, New York (1997)
-
(1997)
The Satisfiability Problem: Theory and Applications
, pp. 573-586
-
-
Kautz, H.1
Selman, B.2
Jiang, Y.3
-
14
-
-
31844432693
-
Learning the structure of Markov logic networks
-
Bonn, Germany, pp, ACM Press, New York
-
Kok, S., Domingos, P.: Learning the structure of Markov logic networks. In: Proceedings of the Twenty-Second International Conference on Machine Learning, Bonn, Germany, pp. 441-448. ACM Press, New York (2005)
-
(2005)
Proceedings of the Twenty-Second International Conference on Machine Learning
, pp. 441-448
-
-
Kok, S.1
Domingos, P.2
-
15
-
-
34547980897
-
Statistical predicate invention
-
Corvallis, OR, pp, ACM Press, New York
-
Kok, S., Domingos, P.: Statistical predicate invention. In: Proceedings of the Twenty-Fourth International Conference on Machine Learning, Corvallis, OR, pp. 433-440. ACM Press, New York (2007)
-
(2007)
Proceedings of the Twenty-Fourth International Conference on Machine Learning
, pp. 433-440
-
-
Kok, S.1
Domingos, P.2
-
16
-
-
33749545442
-
The Alchemy system for statistical relational AI
-
Technical report, Department of Computer Science and Engineering, University of Washington, Seattle, Seattle, WA
-
Kok, S., Sumner, M., Richardson, M., Singla, P., Poon, H., Lowd, D., Domingos, P.: The Alchemy system for statistical relational AI. Technical report, Department of Computer Science and Engineering, University of Washington, Seattle, WA (2007), http://alchemy.cs.Washington.edu
-
(2007)
-
-
Kok, S.1
Sumner, M.2
Richardson, M.3
Singla, P.4
Poon, H.5
Lowd, D.6
Domingos, P.7
-
17
-
-
0034172374
-
Wrapper induction: Efficiency and expressiveness
-
Kushmerick, N.: Wrapper induction: Efficiency and expressiveness. Artificial intelligence 118(1-2), 15-68 (2000)
-
(2000)
Artificial intelligence
, vol.118
, Issue.1-2
, pp. 15-68
-
-
Kushmerick, N.1
-
19
-
-
0032652968
-
Autonomous citation matching
-
ACM Press, New York
-
Lawrence, S., Bollacker, K., Giles, C.L.: Autonomous citation matching. In: Proceedings of the Third International Conference on Autonomous Agents. ACM Press, New York (1999)
-
(1999)
Proceedings of the Third International Conference on Autonomous Agents
-
-
Lawrence, S.1
Bollacker, K.2
Giles, C.L.3
-
20
-
-
33646887390
-
On the limited memory BFGS method for large scale optimization
-
Liu, D.C., Nocedal, J.: On the limited memory BFGS method for large scale optimization. Mathematical Programming 45(3), 503-528 (1989)
-
(1989)
Mathematical Programming
, vol.45
, Issue.3
, pp. 503-528
-
-
Liu, D.C.1
Nocedal, J.2
-
22
-
-
38049174896
-
-
Lowd, D., Domingos, P.: Efficient weight learning for Markov logic networks. In: Kok, J.N., Koronacki, J., Lopez de Mantaras, R., Matwin, S., Mladenič, D., Skowron, A. (eds.) PKDD 2007. LNCS, 4702, pp. 200-211. Springer, Heidelberg (2007)
-
Lowd, D., Domingos, P.: Efficient weight learning for Markov logic networks. In: Kok, J.N., Koronacki, J., Lopez de Mantaras, R., Matwin, S., Mladenič, D., Skowron, A. (eds.) PKDD 2007. LNCS, vol. 4702, pp. 200-211. Springer, Heidelberg (2007)
-
-
-
-
23
-
-
0006407254
-
WinBUGS - a Bayesian modeling framework: Concepts, structure, and extensibility
-
Lunn, D. J., Thomas, A., Best, N., Spiegelhalter, D.: WinBUGS - a Bayesian modeling framework: concepts, structure, and extensibility. Statistics and Computing 10, 325-337 (2000)
-
(2000)
Statistics and Computing
, vol.10
, pp. 325-337
-
-
Lunn, D.J.1
Thomas, A.2
Best, N.3
Spiegelhalter, D.4
-
25
-
-
34547988135
-
Bottom-up learning of Markov logic network structure
-
Corvallis, OR, pp, ACM Press, New York
-
Mihalkova, L., Mooney, R.: Bottom-up learning of Markov logic network structure. In: Proceedings of the Twenty-Fourth International Conference on Machine Learning, Corvallis, OR, pp. 625-632. ACM Press, New York (2007)
-
(2007)
Proceedings of the Twenty-Fourth International Conference on Machine Learning
, pp. 625-632
-
-
Mihalkova, L.1
Mooney, R.2
-
26
-
-
0027205884
-
A scaled conjugate gradient algorithm for fast supervised learning
-
Møller, M.: A scaled conjugate gradient algorithm for fast supervised learning. Neural Networks 6, 525-533 (1993)
-
(1993)
Neural Networks
, vol.6
, pp. 525-533
-
-
Møller, M.1
-
27
-
-
0030737325
-
Answering queries from context-sensitive probabilistic knowledge bases
-
Ngo, L., Haddawy, P.: Answering queries from context-sensitive probabilistic knowledge bases. Theoretical Computer Science 171, 147-177 (1997)
-
(1997)
Theoretical Computer Science
, vol.171
, pp. 147-177
-
-
Ngo, L.1
Haddawy, P.2
-
29
-
-
85156206690
-
Identity uncertainty and citation matching
-
MIT Press, Cambridge
-
Pasula, H., Martin, B., Milch, B., Russell, S., Shpitser, I.: Identity uncertainty and citation matching. In: Advances in Neural Information Processing Systems 14. MIT Press, Cambridge (2002)
-
(2002)
Advances in Neural Information Processing Systems
, vol.14
-
-
Pasula, H.1
Martin, B.2
Milch, B.3
Russell, S.4
Shpitser, I.5
-
31
-
-
84880831450
-
First-order probabilistic inference
-
Acapulco, Mexico, pp, Morgan Kaufmann, San Francisco
-
Poole, D.: First-order probabilistic inference. In: Proceedings of the Eighteenth International Joint Conference on Artificial Intelligence, Acapulco, Mexico, pp. 985-991. Morgan Kaufmann, San Francisco (2003)
-
(2003)
Proceedings of the Eighteenth International Joint Conference on Artificial Intelligence
, pp. 985-991
-
-
Poole, D.1
-
32
-
-
33750705605
-
Sound and efficient inference with probabilistic and deterministic dependencies
-
Boston, MA, pp, AAAI Press, Menlo Park
-
Poon, H., Domingos, P.: Sound and efficient inference with probabilistic and deterministic dependencies. In: Proceedings of the Twenty-First National Conference on Artificial Intelligence, Boston, MA, pp. 458-463. AAAI Press, Menlo Park (2006)
-
(2006)
Proceedings of the Twenty-First National Conference on Artificial Intelligence
, pp. 458-463
-
-
Poon, H.1
Domingos, P.2
-
33
-
-
36348979272
-
Joint inference in information extraction
-
Vancouver, Canada, pp, AAAI Press, Menlo Park
-
Poon, H., Domingos, P.: Joint inference in information extraction. In: Proceedings of the Twenty-Second National Conference on Artificial Intelligence, Vancouver, Canada, pp. 913-918. AAAI Press, Menlo Park (2007)
-
(2007)
Proceedings of the Twenty-Second National Conference on Artificial Intelligence
, pp. 913-918
-
-
Poon, H.1
Domingos, P.2
-
34
-
-
0001172265
-
Learning logical definitions from relations
-
Quinlan, J.R.: Learning logical definitions from relations. Machine Learning 5, 239-266 (1990)
-
(1990)
Machine Learning
, vol.5
, pp. 239-266
-
-
Quinlan, J.R.1
-
35
-
-
0242308058
-
-
Richardson, M., Agrawal, R., Domingos, P.: Trust management for the Semantic Web. In: Fensel, D., Sycara, K.P., Mylopoulos, J. (eds.) ISWC 2003. LNCS, 2870, pp. 351-368. Springer, Heidelberg (2003)
-
Richardson, M., Agrawal, R., Domingos, P.: Trust management for the Semantic Web. In: Fensel, D., Sycara, K.P., Mylopoulos, J. (eds.) ISWC 2003. LNCS, vol. 2870, pp. 351-368. Springer, Heidelberg (2003)
-
-
-
-
37
-
-
84873434190
-
-
Riedel, S., Klein, E.: Genic interaction extraction with semantic and syntactic chains. In: Proceedings of the Fourth Workshop on Learning Language in Logic, Bonn, Germany, pp. 69-74. IMLS (2005)
-
Riedel, S., Klein, E.: Genic interaction extraction with semantic and syntactic chains. In: Proceedings of the Fourth Workshop on Learning Language in Logic, Bonn, Germany, pp. 69-74. IMLS (2005)
-
-
-
-
38
-
-
84918983692
-
A machine-oriented logic based on the resolution principle
-
Robinson, J.A.: A machine-oriented logic based on the resolution principle. Journal of the ACM 12, 23-41 (1965)
-
(1965)
Journal of the ACM
, vol.12
, pp. 23-41
-
-
Robinson, J.A.1
-
39
-
-
0030120958
-
On the hardness of approximate reasoning
-
Roth, D.: On the hardness of approximate reasoning. Artificial Intelligence 82, 273-302 (1996)
-
(1996)
Artificial Intelligence
, vol.82
, pp. 273-302
-
-
Roth, D.1
-
40
-
-
29344465423
-
-
Singla, P., Domingos, P.: Discriminative training of Markov logic networks. In:Proceedings of the Twentieth National Conference on Artificial Intelligence, Pittsburgh, PA, pp. 868-873. AAAI Press, Menlo Park (2005)
-
Singla, P., Domingos, P.: Discriminative training of Markov logic networks. In:Proceedings of the Twentieth National Conference on Artificial Intelligence, Pittsburgh, PA, pp. 868-873. AAAI Press, Menlo Park (2005)
-
-
-
-
41
-
-
84878044770
-
Entity resolution with Markov logic
-
Hong Kong, pp, IEEE Computer Society Press, Los Alamitos
-
Singla, P., Domingos, P.: Entity resolution with Markov logic. In: Proceedings of the Sixth IEEE International Conference on Data Mining, Hong Kong, pp. 572-582. IEEE Computer Society Press, Los Alamitos (2006)
-
(2006)
Proceedings of the Sixth IEEE International Conference on Data Mining
, pp. 572-582
-
-
Singla, P.1
Domingos, P.2
-
42
-
-
33750696315
-
Memory-efficient inference in relational domains
-
Boston, MA. AAAI Press, Menlo Park
-
Singla, P., Domingos, P.: Memory-efficient inference in relational domains. In: Proceedings of the Twenty-First National Conference on Artificial Intelligence, Boston, MA. AAAI Press, Menlo Park (2006)
-
(2006)
Proceedings of the Twenty-First National Conference on Artificial Intelligence
-
-
Singla, P.1
Domingos, P.2
-
43
-
-
80053205730
-
Markov logic in infinite domains
-
Vancouver, Canada, pp, AUAI Press
-
Singla, P., Domingos, P.: Markov logic in infinite domains. In: Proceedings of the Twenty-Third Conference on Uncertainty in Artificial Intelligence, Vancouver, Canada, pp. 368-375. AUAI Press (2007)
-
(2007)
Proceedings of the Twenty-Third Conference on Uncertainty in Artificial Intelligence
, pp. 368-375
-
-
Singla, P.1
Domingos, P.2
-
44
-
-
57749181750
-
Lifted first-order belief propagation
-
Chicago, IL. AAAI Press, Menlo Park
-
Singla, P., Domingos, P.: Lifted first-order belief propagation. In: Proceedings of the Twenty-Third National Conference on Artificial Intelligence, Chicago, IL. AAAI Press, Menlo Park (2008)
-
(2008)
Proceedings of the Twenty-Third National Conference on Artificial Intelligence
-
-
Singla, P.1
Domingos, P.2
-
45
-
-
2542454374
-
The Aleph manual
-
Technical report, Computing Laboratory, Oxford University
-
Srinivasan, A.: The Aleph manual. Technical report, Computing Laboratory, Oxford University (2000)
-
(2000)
-
-
Srinivasan, A.1
-
46
-
-
57749175299
-
Hybrid Markov logic networks
-
Chicago, IL. AAAI Press, Menlo Park
-
Wang, J., Domingos, P.: Hybrid Markov logic networks. In: Proceedings of the Twenty-Third National Conference on Artificial Intelligence, Chicago, IL. AAAI Press, Menlo Park (2008)
-
(2008)
Proceedings of the Twenty-Third National Conference on Artificial Intelligence
-
-
Wang, J.1
Domingos, P.2
-
48
-
-
9444265261
-
Towards efficient sampling: Exploiting random walk strategies
-
San Jose, CA. AAAI Press, Menlo Park
-
Wei, W., Erenrich, J., Selman, B.: Towards efficient sampling: Exploiting random walk strategies. In: Proceedings of the Nineteenth National Conference on Artificial Intelligence, San Jose, CA. AAAI Press, Menlo Park (2004)
-
(2004)
Proceedings of the Nineteenth National Conference on Artificial Intelligence
-
-
Wei, W.1
Erenrich, J.2
Selman, B.3
-
50
-
-
58449111774
-
-
Wellner, B., McCallum, A., Peng, F., Hay, M.: An integrated, conditional model of information extraction and coreference with application to citation matching. In:Proceedings of the Twentieth Conference on Uncertainty in Artificial Intelligence, Banff, Canada, pp. 593-601. AUAI Press (2004)
-
Wellner, B., McCallum, A., Peng, F., Hay, M.: An integrated, conditional model of information extraction and coreference with application to citation matching. In:Proceedings of the Twentieth Conference on Uncertainty in Artificial Intelligence, Banff, Canada, pp. 593-601. AUAI Press (2004)
-
-
-
-
52
-
-
84898975095
-
Generalized belief propagation
-
Leen, T, Dietterich, T, Tresp, V, eds, MIT Press, Cambridge
-
Yedidia, J.S., Freeman, W.T., Weiss, Y.: Generalized belief propagation. In: Leen, T., Dietterich, T., Tresp, V. (eds.) Advances in Neural Information Processing Systems 13, pp. 689-695. MIT Press, Cambridge (2001)
-
(2001)
Advances in Neural Information Processing Systems
, vol.13
, pp. 689-695
-
-
Yedidia, J.S.1
Freeman, W.T.2
Weiss, Y.3
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