-
1
-
-
85167872262
-
MUNIN: A causal probabilistic network for interpretation of electromyographic findings
-
Milan
-
Andreassen, S., Woldbye, M., Falck, B., and Andersen, S. K. MUNIN: A causal probabilistic network for interpretation of electromyographic findings. In Proc. 10 International Joint Conference on AI (IJCAI-87), Milan, 1987, pp. 366-372.
-
(1987)
Proc. 10 International Joint Conference on AI (IJCAI-87)
, pp. 366-372
-
-
Andreassen, S.1
Woldbye, M.2
Falck, B.3
Andersen, S.K.4
-
2
-
-
0003971841
-
-
Morgan Kaufmann, Los Altos, CA
-
Barr, A., and Feigbenbaum, E. A. Handbook of Artificial Intelligence. Morgan Kaufmann, Los Altos, CA, 1981.
-
(1981)
Handbook of Artificial Intelligence
-
-
Barr, A.1
Feigbenbaum, E.A.2
-
3
-
-
0020782108
-
On the desirability of acyclic database schemes
-
Berri, C., Fagin, R., Maier, D., and Yannakakis, M. On the desirability of acyclic database schemes. J. Assoc. Comput. Mach. 30, No. 3, (1983), 479-513.
-
(1983)
J. Assoc. Comput. Mach.
, vol.30
, Issue.3
, pp. 479-513
-
-
Berri, C.1
Fagin, R.2
Maier, D.3
Yannakakis, M.4
-
7
-
-
0000008564
-
Recursive derivation of likelihoods on pedigrees of arbitrary complexity
-
Cannings, C., Thompson, E. A., and Skolnick, M. H. Recursive derivation of likelihoods on pedigrees of arbitrary complexity. Adv. Appl. Probab. 8 (1976), 622-625.
-
(1976)
Adv. Appl. Probab.
, vol.8
, pp. 622-625
-
-
Cannings, C.1
Thompson, E.A.2
Skolnick, M.H.3
-
8
-
-
0002439537
-
Probability functions on complex pedigree
-
Cannings, C., Thompson, E. A., and Skolnick, M. H. Probability functions on complex pedigree. Adv. Appl. Probab. 10 (1978), 26-61.
-
(1978)
Adv. Appl. Probab.
, vol.10
, pp. 26-61
-
-
Cannings, C.1
Thompson, E.A.2
Skolnick, M.H.3
-
10
-
-
0003927182
-
Probabilistic inference using belief networks is NP-hard
-
Medical Computer Science Group, Stanford University
-
Cooper, G. F. Probabilistic Inference Using Belief Networks Is NP-Hard. Technical Report KSL-87-27, Medical Computer Science Group, Stanford University, 1987.
-
(1987)
Technical Report
, vol.KSL-87-27
-
-
Cooper, G.F.1
-
11
-
-
23644461426
-
Symbolic probabilistic inference
-
Oregon State University
-
D'Ambrosio, B. Symbolic Probabilistic Inference. Technical report, Oregon State University, 1989.
-
(1989)
Technical Report
-
-
D'Ambrosio, B.1
-
12
-
-
0344819761
-
Local expression languages for probabilistic dependence
-
Morgan Kaufmann, San Francisco, CA
-
D'Ambrosio, B. Local expression languages for probabilistic dependence. In Proceedings, Conf. on Uncertainty in Artif. Intell. Morgan Kaufmann, San Francisco, CA, 1991.
-
(1991)
Proceedings, Conf. on Uncertainty in Artif. Intell.
-
-
D'Ambrosio, B.1
-
13
-
-
0027560587
-
Approximate probabilistic inference in Bayesian belief networks is NP-hard
-
Dagum, P., and Luby, M. Approximate probabilistic inference in Bayesian belief networks is NP-hard. Arlif. Intell. 60, No. 1 (1993), 141-153.
-
(1993)
Arlif. Intell.
, vol.60
, Issue.1
, pp. 141-153
-
-
Dagum, P.1
Luby, M.2
-
14
-
-
0003064380
-
Applications of a general propagation algorithm for probabilistic expert system
-
Dawid, A. Applications of a general propagation algorithm for probabilistic expert system. Statist. & Comput. 2 (1992), 25-36.
-
(1992)
Statist. & Comput.
, vol.2
, pp. 25-36
-
-
Dawid, A.1
-
15
-
-
0002251094
-
Bucket elimination: A unifying framework for probabilistic inference
-
Morgan Kaufmann, San Francisco
-
Dechter, R. Bucket elimination: A unifying framework for probabilistic inference. In Proceedings, Conf. on Uncertainty in Artif. Intell. pp. Morgan Kaufmann, San Francisco, 1996, pp. 211-219.
-
(1996)
Proceedings, Conf. on Uncertainty in Artif. Intell.
, pp. 211-219
-
-
Dechter, R.1
-
17
-
-
85041862265
-
Subjective Bayesian methods for rule-based inference systems
-
Duda, R. O., Hart, P. E., and Nilsson, N. J. Subjective Bayesian methods for rule-based inference systems, Proc. Natl. Comput. Conf. (AFIPS), 1976, Vol. 45, pp. 1075-1082.
-
(1976)
Proc. Natl. Comput. Conf. (AFIPS)
, vol.45
, pp. 1075-1082
-
-
Duda, R.O.1
Hart, P.E.2
Nilsson, N.J.3
-
19
-
-
0007319555
-
Weighting and integrating evidence for stochastic simulation in Bayesian networks
-
Morgan Kaufmann, San Francisco, CA
-
Fung, R. M., and Chang, K. C. Weighting and integrating evidence for stochastic simulation in Bayesian networks. In Proceedings, Conf. on Uncertainty in Artif. Intell. Morgan Kaufmann, San Francisco, CA, 1989.
-
(1989)
Proceedings, Conf. on Uncertainty in Artif. Intell.
-
-
Fung, R.M.1
Chang, K.C.2
-
20
-
-
0007187272
-
Backward simulation in Bayesian networks
-
Morgan Kaufmann, San Francisco, CA
-
Fung, R. M., and Del Favero, B. Backward simulation in Bayesian networks, In Proc. Conf. on Uncertainty in Artif. Intell. Morgan Kaufmann, San Francisco, CA, 1994.
-
(1994)
Proc. Conf. on Uncertainty in Artif. Intell.
-
-
Fung, R.M.1
Del Favero, B.2
-
21
-
-
0000071761
-
Co-relations and their measurement, chiefly from anthropological data
-
Galton, F. Co-relations and their measurement, chiefly from anthropological data. Proc. R. Soc. London 45 (1888), 135-145.
-
(1888)
Proc. R. Soc. London
, vol.45
, pp. 135-145
-
-
Galton, F.1
-
22
-
-
0001178202
-
A language and a program for complex Bayesian modeling
-
Gilks, W., Thomas, A., and Spiegelhalter, D. A language and a program for complex Bayesian modeling. Statistician 43 (1994), 169-178.
-
(1994)
Statistician
, vol.43
, pp. 169-178
-
-
Gilks, W.1
Thomas, A.2
Spiegelhalter, D.3
-
24
-
-
0001247275
-
Propagating uncertainty in Bayesian networks by probabilistic logic sampling
-
Lemmer and Kanal, Eds.. Elsevier Science, Amsterdam
-
Henrion, M. Propagating uncertainty in Bayesian networks by probabilistic logic sampling. In Uncertainty in Artificial Intelligence 2 (Lemmer and Kanal, Eds.). Elsevier Science, Amsterdam, 1988.
-
(1988)
Uncertainty in Artificial Intelligence
, vol.2
-
-
Henrion, M.1
-
25
-
-
0000086731
-
Influence diagrams
-
Strategic Decisions Group, Menlo Park, CA
-
Howard, R. A., and Matheson, J. E. Influence diagrams. In Principles and Applications of Decision Analysis, Vol. 2. Strategic Decisions Group, Menlo Park, CA, 1981.
-
(1981)
Principles and Applications of Decision Analysis
, vol.2
-
-
Howard, R.A.1
Matheson, J.E.2
-
26
-
-
0001022491
-
Blocking Gibbs sampling in very large probabilistic expert systems
-
Jensen, C. S., Kong, A., and Kjaerulff, U. Blocking Gibbs sampling in very large probabilistic expert systems. J. Human-Comput. Stud. 42 (1995), 647-666.
-
(1995)
J. Human-Comput. Stud.
, vol.42
, pp. 647-666
-
-
Jensen, C.S.1
Kong, A.2
Kjaerulff, U.3
-
27
-
-
0001698979
-
Bayesian updating in causal probabilistic networks by local computations
-
Jensen, F. V., Lauritzen, S. L., and Olesen, K. G. Bayesian updating in causal probabilistic networks by local computations. Comput. Statist. Quart. 4 (1990), 269-292.
-
(1990)
Comput. Statist. Quart.
, vol.4
, pp. 269-292
-
-
Jensen, F.V.1
Lauritzen, S.L.2
Olesen, K.G.3
-
28
-
-
0003039406
-
Analysis of covariance structures
-
Krshnaiah, Ed., Academic Press, New York
-
Jöreskog, K. G. Analysis of covariance structures. In Proc. 3rd Symposium on Multivariate Analysis (Krshnaiah, Ed.), pp. 263-283. Academic Press, New York, 1973.
-
(1973)
Proc. 3rd Symposium on Multivariate Analysis
, pp. 263-283
-
-
Jöreskog, K.G.1
-
29
-
-
0039553598
-
Masstheoretische marginalprobleme
-
Kellerer, H. G. Masstheoretische Marginalprobleme. Math. Ann. 153 (1964), 168-198.
-
(1964)
Math. Ann.
, vol.153
, pp. 168-198
-
-
Kellerer, H.G.1
-
30
-
-
23644455357
-
A general Bayesian model for hierarchical inference
-
Kelly, C. W., and Barclay, S. A general Bayesian model for hierarchical inference. Organiz. Behav. Human Perform. 10 (1973), 388-403.
-
(1973)
Organiz. Behav. Human Perform.
, vol.10
, pp. 388-403
-
-
Kelly, C.W.1
Barclay, S.2
-
31
-
-
23644459130
-
-
Ph.D. dissertation, Department of Computer Science, University of California, Los Angeles
-
Kim, J. H. CONVINCE: A conversation inference consolidation engine. Ph.D. dissertation, Department of Computer Science, University of California, Los Angeles, 1983.
-
(1983)
CONVINCE: A Conversation Inference Consolidation Engine
-
-
Kim, J.H.1
-
32
-
-
0020918216
-
A computational model for combined causal and diagnostic reasoning in inference systems
-
Karlsruhe
-
Kim, J. H., and Pearl, J. A computational model for combined causal and diagnostic reasoning in inference systems. In Proc. 8th Intl. Joint Conf. on AI (IJCAI-83), Karlsruhe, 1983.
-
(1983)
Proc. 8th Intl. Joint Conf. on AI (IJCAI-83)
-
-
Kim, J.H.1
Pearl, J.2
-
33
-
-
84974489178
-
Decomposable graphs and hypergraphs
-
Lauritzen, S. L., Speed, T. P., and Vijayan, K. Decomposable graphs and hypergraphs. J. Austral. Math. Soc. A 36 (1984), 12-29.
-
(1984)
J. Austral. Math. Soc. A
, vol.36
, pp. 12-29
-
-
Lauritzen, S.L.1
Speed, T.P.2
Vijayan, K.3
-
34
-
-
0001006209
-
Local computations with probabilities on graphical structures and their applications to expert systems
-
Lauritzen, S. L., and Spiegelhalter, D. J. Local computations with probabilities on graphical structures and their applications to expert systems. J. R. Statist. Soc. 50 No. 2 (1988), 157-224.
-
(1988)
J. R. Statist. Soc.
, vol.50
, Issue.2
, pp. 157-224
-
-
Lauritzen, S.L.1
Spiegelhalter, D.J.2
-
35
-
-
84919294407
-
Strongly decomposable graphs and hypergraphs
-
Thesis, University of Mainz
-
Leimer, H.-G. Strongly Decomposable Graphs and Hypergraphs, Thesis, Ber. Stochast. Verw. Geb. 85-1, University of Mainz, 1985.
-
(1985)
Ber. Stochast. Verw. Geb.
, vol.85
, Issue.1
-
-
Leimer, H.-G.1
-
36
-
-
0028466297
-
Efficient inference in Bayes nets as a combinatorial optimization problem
-
Li, Z., and D'Ambrosio, B. Efficient inference in Bayes nets as a combinatorial optimization problem. Int. J. Approx. Reasoning 11 No. 1 (1994), 55-81.
-
(1994)
Int. J. Approx. Reasoning
, vol.11
, Issue.1
, pp. 55-81
-
-
Li, Z.1
D'Ambrosio, B.2
-
37
-
-
0002066122
-
Scoring rules and the inevitability of probability
-
Lindley, D. V. Scoring rules and the inevitability of probability. Int. Statist. Rev. 50 (1982), 1-26.
-
(1982)
Int. Statist. Rev.
, vol.50
, pp. 1-26
-
-
Lindley, D.V.1
-
38
-
-
0020001973
-
INTERNIST-1: An experimental computer-based diagnostic consultant for general internal medicine
-
Miller, R. A., Poole, H. E., and Myers, J. P. INTERNIST-1: An experimental computer-based diagnostic consultant for general internal medicine. New England J. Med. 307, No. 8 (1982), 468-470.
-
(1982)
New England J. Med.
, vol.307
, Issue.8
, pp. 468-470
-
-
Miller, R.A.1
Poole, H.E.2
Myers, J.P.3
-
39
-
-
0003473088
-
-
Ph.D. thesis, Department of Engineering-Economic Systems, Stanford University
-
Olmsted, S. On Representing and Solving Decision Problems. Ph.D. thesis, Department of Engineering-Economic Systems, Stanford University, 1983.
-
(1983)
On Representing and Solving Decision Problems
-
-
Olmsted, S.1
-
40
-
-
23644432694
-
Tree-graph adaptive inference in Bayesian networks
-
CSSIP
-
Pan, H. P. Tree-graph adaptive inference in Bayesian networks. Technical report, CSSIP, 1998.
-
(1998)
Technical Report
-
-
Pan, H.P.1
-
41
-
-
85030058880
-
Information fusion, causal probabilistic network and Probanet I: Information fusion infrastructure and probabilistic knowledge representation
-
Adelaide, Australia
-
Pan, H. P., and McMichael, D. W. Information fusion, causal probabilistic network and Probanet I: Information fusion infrastructure and probabilistic knowledge representation. In Proc. 1st Intl. Workshop on Image Analysis and Information Fusion, Adelaide, Australia, 1997.
-
(1997)
Proc. 1st Intl. Workshop on Image Analysis and Information Fusion
-
-
Pan, H.P.1
McMichael, D.W.2
-
42
-
-
23644462575
-
Information fusion, causal probabilistic network and Probanet II: Inference algorithms and Probanet system
-
Adelaide, Australia
-
Pan, H. P., McMichael, D. W., and Lendjel, M. Information fusion, causal probabilistic network and Probanet II: Inference algorithms and Probanet system. In Proc. 1st Intl. Workshop on Image Analysis and Information Fusion, Adelaide, Australia, 1997.
-
(1997)
Proc. 1st Intl. Workshop on Image Analysis and Information Fusion
-
-
Pan, H.P.1
McMichael, D.W.2
Lendjel, M.3
-
44
-
-
0020276268
-
Reverend Bayes on inference engines: A distributed hierarchical approach
-
Pittsbugh
-
Pearl, J. (1982): Reverend Bayes on inference engines: A distributed hierarchical approach. In Proc. National Conference on AI, Pittsbugh, pp. 133-136.
-
(1982)
Proc. National Conference on AI
, pp. 133-136
-
-
Pearl, J.1
-
46
-
-
0001580189
-
Algorithmic aspects of vertex elimination on graphs
-
Rose, D. J., Tarjan, R. E., and Lueker, G. S. Algorithmic aspects of vertex elimination on graphs. SIAM J. Comput. 5 (1976), 266-283.
-
(1976)
SIAM J. Comput.
, vol.5
, pp. 266-283
-
-
Rose, D.J.1
Tarjan, R.E.2
Lueker, G.S.3
-
47
-
-
0029679189
-
Mean field theory for sigmoid belief networks
-
Saul, L. K., Jaakkola, T., and Jordan, M. I. Mean field theory for sigmoid belief networks. J. Artif. Intell. Res. 4 (1996), 61-76.
-
(1996)
J. Artif. Intell. Res.
, vol.4
, pp. 61-76
-
-
Saul, L.K.1
Jaakkola, T.2
Jordan, M.I.3
-
49
-
-
0022818911
-
Evaluating influence diagrams
-
Shachter, R. D. Evaluating influence diagrams. Oper. Res. 33, No. 6 (1986), 871-882.
-
(1986)
Oper. Res.
, vol.33
, Issue.6
, pp. 871-882
-
-
Shachter, R.D.1
-
50
-
-
85012719923
-
Evidence absorption and propagation through evidence reversals
-
M. Henrion et al., Eds., Elsevier Science, Amsterdam
-
Shachter, R. D. Evidence absorption and propagation through evidence reversals. In Uncertainty in Artificial Intelligence 5 (M. Henrion et al., Eds.), pp. 173-190. Elsevier Science, Amsterdam, 1990.
-
(1990)
Uncertainty in Artificial Intelligence
, vol.5
, pp. 173-190
-
-
Shachter, R.D.1
-
51
-
-
5844250296
-
The equivalence of exact methods for probabilistic inference on belief networks
-
Department of Engineering-Economic Systems, Stanford University
-
Shachter, R. D., Andersen, S. K., and Szolovits, P. The equivalence of exact methods for probabilistic inference on belief networks. Technical report, Department of Engineering-Economic Systems, Stanford University, 1991.
-
(1991)
Technical Report
-
-
Shachter, R.D.1
Andersen, S.K.2
Szolovits, P.3
-
52
-
-
85111257386
-
Symbolic probabilistic inference in belief networks
-
MIT Press, Cambridge, MA
-
Shachter, R. D., D'Ambrosio, B., and del Favero, B. A. Symbolic probabilistic inference in belief networks. In Proc. 8th Nat. Conf. on AI, pp. 126-131. MIT Press, Cambridge, MA, 1990.
-
(1990)
Proc. 8th Nat. Conf. on AI
, pp. 126-131
-
-
Shachter, R.D.1
D'Ambrosio, B.2
Del Favero, B.A.3
-
53
-
-
0001203638
-
Simulation approaches to general probabilistic inference on belief networks
-
Morgan Kaufmann, San Francisco, CA
-
Shachter, R. D., and Peot, M. A. Simulation approaches to general probabilistic inference on belief networks. In Proceedings, Conf. on Uncertainty in Artificial Intelligence. Morgan Kaufmann, San Francisco, CA, 1989.
-
(1989)
Proceedings, Conf. on Uncertainty in Artificial Intelligence
-
-
Shachter, R.D.1
Peot, M.A.2
-
55
-
-
0040509866
-
Influence diagrams for statistical modeling
-
Smith, J. Q. Influence diagrams for statistical modeling. Ann. Statist. 17, No. 2 (1989), 654-672.
-
(1989)
Ann. Statist.
, vol.17
, Issue.2
, pp. 654-672
-
-
Smith, J.Q.1
-
56
-
-
0021473698
-
Simple linear-time algorithms to test chordality of graphs, test acyclicity of hypergraphs, and selectively reduce acyclic hypergraphs
-
Tarjan, R. E., and Yannakakis, M. Simple linear-time algorithms to test chordality of graphs, test acyclicity of hypergraphs, and selectively reduce acyclic hypergraphs. SIAM J. Comput. 13 (1984), 566-579.
-
(1984)
SIAM J. Comput.
, vol.13
, pp. 566-579
-
-
Tarjan, R.E.1
Yannakakis, M.2
-
57
-
-
0000243504
-
Graphical and recursive models for contingency tables
-
Wermuth, N., and Lauritzen, S. L. Graphical and recursive models for contingency tables. Biometrika 70 (1983), 537-552.
-
(1983)
Biometrika
, vol.70
, pp. 537-552
-
-
Wermuth, N.1
Lauritzen, S.L.2
-
58
-
-
0011334093
-
Causality and econometrics
-
Wold, H. D. A. Causality and econometrics. Econometrica 28 (1954), 443-463.
-
(1954)
Econometrica
, vol.28
, pp. 443-463
-
-
Wold, H.D.A.1
-
59
-
-
0001589778
-
Correlation and causation
-
Wright, S. Correlation and causation. J. Agric. Res. 20 (1921), 557-585.
-
(1921)
J. Agric. Res.
, vol.20
, pp. 557-585
-
-
Wright, S.1
-
60
-
-
0001445915
-
The method of path coefficients
-
Wright, S. The method of path coefficients. Ann. Math. Statist. 5 (1934), 161-215.
-
(1934)
Ann. Math. Statist.
, vol.5
, pp. 161-215
-
-
Wright, S.1
-
61
-
-
0012253357
-
A simple approach to Bayesian network computations
-
Zhang, N. L., and Poole, D. A simple approach to Bayesian network computations. In Proc. 10th Canadian Conf. on AI, 1994, pp. 171-178.
-
(1994)
Proc. 10th Canadian Conf. on AI
, pp. 171-178
-
-
Zhang, N.L.1
Poole, D.2
-
62
-
-
0000049635
-
Exploiting causal independence in Bayesian network inference
-
Zhang, N. L., and Poole, D. Exploiting causal independence in Bayesian network inference. J. Artif. Intell. Res. 5 (1996), 301-328.
-
(1996)
J. Artif. Intell. Res.
, vol.5
, pp. 301-328
-
-
Zhang, N.L.1
Poole, D.2
|