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Abstract: The precise probability of a compound event (e.g. e1 e2 ; e1 e2) depends upon the known relationships (e.g. independence, mutual exclusion, ignorance of any relationship, etc.) between the primitive events that constitute the compound event. To date, most research on probabilistic logic programming [20, 19, 22, 23, 24] has assumed that we are ignorant of the relationship between primitive events. Likewise, most research in AI (e.g. Bayesian approaches) have assumed that primitive events are... (Update)
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BibTeX entry: (Update)
A. Dekhtyar and V. S. Subrahmanian. Hybrid probabilistic programs. In Proceedings of the 14th International Conference on Logic Programming, pages 391--405, 1997. http://citeseer.ist.psu.edu/dekhtyar97hybrid.html More
@inproceedings{ dekhtyar97hybrid,
author = "Alex Dekhtyar and V. S. Subrahmanian",
title = "Hybrid Probabilistic Programs",
booktitle = "International Conference on Logic Programming",
pages = "391-405",
year = "1997",
url = "citeseer.ist.psu.edu/dekhtyar97hybrid.html" }
Citations (may not include all citations):1838 Foundations of Logic Programming (context) - Lloyd - 1987 ACM
134 Theory of Generalized Annotated Logic Programming and its Ap.. - Kifer, Subrahmanian - 1992 ACM DBLP
112 OLD Resolution with Tabulation (context) - Tamaki, Sato - 1986 ACM DBLP
108 Probabilistic Logic (context) - Nilsson - 1986 ACM DBLP
106 Paraconsistent Logic Programming (context) - Blair, Subrahmanian - 1989
99 Multivalued Logics: A Uniform Approach to Reasoning in Artif.. (context) - Ginsberg - 1988
79 Probabilistic Logic Programming - Ng, Subrahmanian - 1993 ACM DBLP
67 Subjective Bayesian Methods for Rule-based Inference Systems (context) - Duda, Hart et al. - 1976 ACM
55 A Semantical Framework for Supporting Subjective and Conditi.. - Ng, Subrahmanian - 1993 ACM DBLP
48 ProbView: A Flexible Probabilistic Database System - Lakshmanan, Leone et al. - 1997 DBLP
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43 A Goal-Oriented Approach to Computing Well-Founded Semantics (context) - Chen, Warren - 1992
43 The Theory of Probabilistic Databases (context) - Cavallo, Pittarelli - 1987 ACM DBLP
42 Quantitative Deduction and its Fixpoint Theory (context) - van Emden - 1986 ACM DBLP
40 the Semantics of Rule-Based Expert Systems with Uncertainty (context) - Kifer, Li - 1988
39 Probabilistic Deductive Databases - Lakshmanan, Sadri - 1994 ACM DBLP
38 Stable Semantics for Probabilistic Deductive Databases (context) - Ng, Subrahmanian - 1995 ACM DBLP
37 Logic Programs with Uncertainties: A Tool for Implementing E.. (context) - Shapiro - 1983
37 Evidential Support Logic Programming (context) - Baldwin - 1987 ACM
37 the Semantics of Quantitative Logic Programs (context) - Subrahmanian - 1987
31 Logic Programming on a Topological Bilattice (context) - Fitting - 1988
28 Modeling Uncertainty in Deductive Databases - Lakshmanan, Sadri - 1994 ACM DBLP
27 The Management of Probabilistic Data (context) - Barbara, Garcia-Molina et al. - 1992 ACM DBLP
26 New Directions for Uncertainty Reasoning in Deductive Databa.. - Guntzer, Kiesling et al. - 1991 DBLP
22 Belief and Probability (context) - Fagin, Halpern - 1988
18 The Laws of Thought (context) - Boole
18 On Cautious Probabilistic Inference and Default Detachment - Thone, Kiessling et al. - 1995
13 Database Support for Problematic Knowledge - Kiessling, Thone et al. - 1992 ACM DBLP
9 Hybrid Probabilistic Logic Programs (context) - Dekhtyar, Subrahmanian - 1997
6 Certainty and Uncertainty of Vague Knowledge and Generalized.. (context) - Dubois, Prade - 1988
6 Combining Deduction by Uncertainty with the Power of Magic (context) - Schmidt, Kiessling et al. - 1987
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