-
1
-
-
0003462302
-
-
Springer-Verlag, New York
-
E. Castillo, J. Gutiérrez, A. Hadi, Expert systems and probabilistic network models, Springer-Verlag, New York, 1997.
-
(1997)
Expert systems and probabilistic network models
-
-
Castillo, E.1
Gutiérrez, J.2
Hadi, A.3
-
2
-
-
34250638407
-
Approximating probability density functions with mixtures of truncated exponentials
-
In press, Perugia, Italy
-
B. Cobb, P. Shenoy, R. Rumí, Approximating probability density functions with mixtures of truncated exponentials, in: Proceedings of Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU-2004), In press, Perugia, Italy, 2004.
-
(2004)
Proceedings of Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU-2004)
-
-
Cobb, B.1
Shenoy, P.2
Rumí, R.3
-
3
-
-
33644863766
-
Inference in hybrid Bayesian networks with mixtures of truncated exponentials
-
In press
-
B. Cobb, P. Shenoy, Inference in hybrid Bayesian networks with mixtures of truncated exponentials, International Journal of Approximate Reasoning, 2006, In press.
-
(2006)
International Journal of Approximate Reasoning
-
-
Cobb, B.1
Shenoy, P.2
-
4
-
-
0003687180
-
-
Springer
-
R. Cowell, A. Dawid, S. Lauritzen, D. Spiegelhalter, Probabilistic Networks and Expert Systems, Series: Statistics for Engineering and Information Science, Springer, 1999.
-
(1999)
Probabilistic Networks and Expert Systems, Series: Statistics for Engineering and Information Science
-
-
Cowell, R.1
Dawid, A.2
Lauritzen, S.3
Spiegelhalter, D.4
-
7
-
-
8344276113
-
Elvira: An environment for creating and using probabilistic graphical models
-
Elvira Consortium, J. Gámez, A. Salmerón Eds
-
Elvira Consortium, Elvira: An environment for creating and using probabilistic graphical models, in: J. Gámez, A. Salmerón (Eds.), Proceedings of the First European Workshop on Probabilistic Graphical Models, 2002, pp. 222-230.
-
(2002)
Proceedings of the First European Workshop on Probabilistic Graphical Models
, pp. 222-230
-
-
-
9
-
-
0003860037
-
-
Chapman and Hall, London, UK
-
W. Gilks, S. Richardson, D. Spiegelhalter, Markov chain Monte Carlo in practice, Chapman and Hall, London, UK, 1996.
-
(1996)
Markov chain Monte Carlo in practice
-
-
Gilks, W.1
Richardson, S.2
Spiegelhalter, D.3
-
12
-
-
0042920840
-
A general algorithm for approximate inference and its application to hybrid Bayes nets
-
Morgan & Kaufmann
-
D. Koller, U. Lerner, D. Anguelov, A general algorithm for approximate inference and its application to hybrid Bayes nets, Proceedings of the 15th Conference on Uncertainty in Artificial Intelligence, Morgan & Kaufmann, 1999, 324-333.
-
(1999)
Proceedings of the 15th Conference on Uncertainty in Artificial Intelligence
, pp. 324-333
-
-
Koller, D.1
Lerner, U.2
Anguelov, D.3
-
13
-
-
0002486232
-
Nonuniform dynamic discretization in hybrid networks
-
D. Geiger, P. Shenoy Eds, Morgan & Kaufmann
-
D. Kozlov, D. Koller, Nonuniform dynamic discretization in hybrid networks, in: D. Geiger, P. Shenoy (Eds.), Proceedings of the 13th Conference on Uncertainty in Artificial Intelligence, Morgan & Kaufmann, 1997, pp. 302-313.
-
(1997)
Proceedings of the 13th Conference on Uncertainty in Artificial Intelligence
, pp. 302-313
-
-
Kozlov, D.1
Koller, D.2
-
15
-
-
0001006209
-
Local computations with probabilities on graphical structures and their application to expert systems
-
S.L. Lauritzen, D.J. Spiegelhalter, Local computations with probabilities on graphical structures and their application to expert systems, Journal of the Royal Statistical Society, Series B 50 (1988) 157-224.
-
(1988)
Journal of the Royal Statistical Society, Series B
, vol.50
, pp. 157-224
-
-
Lauritzen, S.L.1
Spiegelhalter, D.J.2
-
16
-
-
0002480085
-
Graphical models for associations between variables, some of which are qualitative and some quantitative
-
S.L. Lauritzen, N. Wermuth, Graphical models for associations between variables, some of which are qualitative and some quantitative, The Annals of Statistics 17 (1989) 31-57.
-
(1989)
The Annals of Statistics
, vol.17
, pp. 31-57
-
-
Lauritzen, S.L.1
Wermuth, N.2
-
17
-
-
84950442428
-
Propagation of probabilities, means and variances in mixed graphical association models
-
S. Lauritzen, Propagation of probabilities, means and variances in mixed graphical association models, Journal of the American Statistical Association 87 (1992) 1098-1108.
-
(1992)
Journal of the American Statistical Association
, vol.87
, pp. 1098-1108
-
-
Lauritzen, S.1
-
18
-
-
0041377763
-
Stable local computation with conditional Gaussian distributions
-
S. Lauritzen, F. Jensen, Stable local computation with conditional Gaussian distributions, Statistics and Computing 11 (2001) 191-203.
-
(2001)
Statistics and Computing
, vol.11
, pp. 191-203
-
-
Lauritzen, S.1
Jensen, F.2
-
19
-
-
0343799724
-
Triangulated graphs with marked vertices
-
H. Leimer, Triangulated graphs with marked vertices, Annals of Discrete Mathematics 41, 1989, pp. 311-324.
-
(1989)
Annals of Discrete Mathematics
, vol.41
, pp. 311-324
-
-
Leimer, H.1
-
20
-
-
1942418103
-
Exact inference in networks with discrete children of continuous parents
-
Morgan & Kaufmann
-
U. Lerner, E. Segal, D. Koller, Exact inference in networks with discrete children of continuous parents, Proceedings of the 17th Conference on Uncertainty in Artificial Intelligence, Morgan & Kaufmann, 2001, pp. 319-328.
-
(2001)
Proceedings of the 17th Conference on Uncertainty in Artificial Intelligence
, pp. 319-328
-
-
Lerner, U.1
Segal, E.2
Koller, D.3
-
21
-
-
0033188793
-
Lazy propagation: A junction tree inference algorithm based on lazy evaluation
-
A.L. Madsen, F.V. Jensen, Lazy propagation: A junction tree inference algorithm based on lazy evaluation, Artificial Intelligence 113 (1999) 203-245.
-
(1999)
Artificial Intelligence
, vol.113
, pp. 203-245
-
-
Madsen, A.L.1
Jensen, F.V.2
-
22
-
-
84937428461
-
Mixtures of truncated exponentials in hybrid Bayesian networks. ECSQARU'01
-
S. Moral, R. Rumí, A. Salmerón, Mixtures of truncated exponentials in hybrid Bayesian networks. ECSQARU'01, Lecture Notes in Artificial Intelligence 2143 (2001) 135-143.
-
(2001)
Lecture Notes in Artificial Intelligence
, vol.2143
, pp. 135-143
-
-
Moral, S.1
Rumí, R.2
Salmerón, A.3
-
23
-
-
8344280538
-
Estimating mixtures of truncated exponentials from data
-
J. Gámez, A. Salmerón Eds
-
S. Moral, R. Rumí, A. Salmerón, Estimating mixtures of truncated exponentials from data, in: J. Gámez, A. Salmerón (Eds.), Proceedings of the First European Workshop on Probabilistic Graphical Models, 2002, pp. 156-167.
-
(2002)
Proceedings of the First European Workshop on Probabilistic Graphical Models
, pp. 156-167
-
-
Moral, S.1
Rumí, R.2
Salmerón, A.3
-
24
-
-
8344270207
-
Approximating conditional MTE distributions by means of mixed trees. ECSQARU'03
-
S. Moral, R. Rumí, A. Salmerón, Approximating conditional MTE distributions by means of mixed trees. ECSQARU'03, Lecture Notes in Artificial Intelligence 2711 (2003) 173-183.
-
(2003)
Lecture Notes in Artificial Intelligence
, vol.2711
, pp. 173-183
-
-
Moral, S.1
Rumí, R.2
Salmerón, A.3
-
25
-
-
33748087622
-
Fitting a Conditional Linear Gaussian Distribution
-
Technical Report
-
K. Murphy, Fitting a Conditional Linear Gaussian Distribution, Technical Report, 1998.
-
(1998)
-
-
Murphy, K.1
-
26
-
-
0002425879
-
A variational approximation for Bayesian networks with discrete and continuous latent variables
-
Morgan & Kaufmann
-
K. Murphy, A variational approximation for Bayesian networks with discrete and continuous latent variables, Proceedings of the 15th Conference on Uncertainty in Artificial Intelligence, Morgan & Kaufmann, 1999, 467-475.
-
(1999)
Proceedings of the 15th Conference on Uncertainty in Artificial Intelligence
, pp. 467-475
-
-
Murphy, K.1
-
27
-
-
15744395773
-
Unbiased estimates of reliability for the truncated Gamma distribution
-
G. Nath, Unbiased estimates of reliability for the truncated Gamma distribution, Scandinavian Actuarial Journal 3 (1975) 181-186.
-
(1975)
Scandinavian Actuarial Journal
, vol.3
, pp. 181-186
-
-
Nath, G.1
-
29
-
-
33744584654
-
Induction of decision trees
-
J. Quinlan, Induction of decision trees, Machine Learning 1 (1986) 81-106.
-
(1986)
Machine Learning
, vol.1
, pp. 81-106
-
-
Quinlan, J.1
-
30
-
-
0021404166
-
Mixture densities, maximum likelihood and the EM algorithm
-
R. Redner, H. Walker, Mixture densities, maximum likelihood and the EM algorithm, SIAM Review 26 (1984) 195-239.
-
(1984)
SIAM Review
, vol.26
, pp. 195-239
-
-
Redner, R.1
Walker, H.2
-
32
-
-
26944450501
-
Penniless propagation with mixtures of truncated exponentials. ECSQARU'05
-
R. Rumí, A. Salmerón, Penniless propagation with mixtures of truncated exponentials. ECSQARU'05. Lecture Notes in Computer Science 3571 (2005) 39-50.
-
(2005)
Lecture Notes in Computer Science
, vol.3571
, pp. 39-50
-
-
Rumí, R.1
Salmerón, A.2
-
33
-
-
34250614484
-
Estimating mixtures of truncated exponentials in hybrid Bayesian network
-
In press
-
R. Rumí, A. Salmerón, S. Moral, Estimating mixtures of truncated exponentials in hybrid Bayesian network, Test (2005) In press.
-
(2005)
Test
-
-
Rumí, R.1
Salmerón, A.2
Moral, S.3
-
35
-
-
0014552337
-
Minimum variance unbiased estimates of reliability for the truncated exponential distribution
-
Y. Sathe, S. Varde, Minimum variance unbiased estimates of reliability for the truncated exponential distribution, Technometrics 11 (1969) 609-612.
-
(1969)
Technometrics
, vol.11
, pp. 609-612
-
-
Sathe, Y.1
Varde, S.2
-
36
-
-
0001316930
-
Axioms for probability and belief function propagation
-
R.D. Shachter, T.S. Levitt, J.F. Lemmer and L.N. Kanal eds, North Holland, Amsterdam
-
P.P. Shenoy, G. Shafer, Axioms for probability and belief function propagation, in: R.D. Shachter, T.S. Levitt, J.F. Lemmer and L.N. Kanal (eds.) Uncertainty in Artificial Intelligence, vol. 4. North Holland, Amsterdam, 1990, pp. 169-198.
-
(1990)
Uncertainty in Artificial Intelligence
, vol.4
, pp. 169-198
-
-
Shenoy, P.P.1
Shafer, G.2
-
38
-
-
34250636891
-
-
A note on truncation and sufficient statistics, Annals of Mathematical Statistics 28
-
W. Smith, A note on truncation and sufficient statistics, Annals of Mathematical Statistics 28 (1957) 247-252.
-
(1957)
, pp. 247-252
-
-
Smith, W.1
-
39
-
-
33645974518
-
Sufficiency, truncation and selection
-
J. Tukey, Sufficiency, truncation and selection, Annals of Mathematical Statistics 20 (1949) 309-311.
-
(1949)
Annals of Mathematical Statistics
, vol.20
, pp. 309-311
-
-
Tukey, J.1
|