-
1
-
-
0000280976
-
HUGIN - A shell for building Bayesian belief universes for expert systems
-
Detroit, MI
-
S. K. Andersen, K. G. Diesen, F. V. Jensen, and F. Jensen, "HUGIN - A shell for building Bayesian belief universes for expert systems," in Proc. 11th Int. Joint Conf. Artificial Intelligence, Detroit, MI, 1989, pp. 1080-1085.
-
(1989)
Proc. 11th Int. Joint Conf. Artificial Intelligence
, pp. 1080-1085
-
-
Andersen, S.K.1
Diesen, K.G.2
Jensen, F.V.3
Jensen, F.4
-
3
-
-
0000451956
-
Update rules for parameter estimation in Bayesian networks
-
Providence, RI
-
E. Bauer, D. Koller, and Y. Singer, "Update rules for parameter estimation in Bayesian networks," in Proc. 13th Conf. Uncertainty Artificial Intelligence, Providence, RI, 1997, pp. 3-13.
-
(1997)
Proc. 13th Conf. Uncertainty Artificial Intelligence
, pp. 3-13
-
-
Bauer, E.1
Koller, D.2
Singer, Y.3
-
4
-
-
0030692410
-
Evaluation measures for learning probabilistic and possibilistic networks
-
C. Borgelt and R. Kruse, "Evaluation measures for learning probabilistic and possibilistic networks," Proc. 6th IEEE Int. Conf. Fuzzy Systems, vol. 2, pp. 1034-1038, 1997.
-
(1997)
Proc. 6th IEEE Int. Conf. Fuzzy Systems
, vol.2
, pp. 1034-1038
-
-
Borgelt, C.1
Kruse, R.2
-
5
-
-
0031644869
-
Efficient maximum projection of database-induced multivariate possibility distributions
-
Anchorage, AK
-
_, "Efficient maximum projection of database-induced multivariate possibility distributions," presented at the 7th IEEE Int. Conf. Fuzzy Systems, Anchorage, AK, 1998.
-
(1998)
7th IEEE Int. Conf. Fuzzy Systems
-
-
-
6
-
-
0004093933
-
-
Ph.D. dissertation, Otto-von-Guericke-Univ. of Magdeburg, Magdeburg, Germany
-
C. Borgelt, "Data Mining with Graphical Models," Ph.D. dissertation, Otto-von-Guericke-Univ. of Magdeburg, Magdeburg, Germany, 2000.
-
(2000)
Data Mining with Graphical Models
-
-
Borgelt, C.1
-
7
-
-
0035746884
-
Learning graphical models with hypertree structure using a simulated annealing approach
-
Melbourne, Australia
-
C. Borgelt and R. Kruse, "Learning graphical models with hypertree structure using a simulated annealing approach," presented at the 9th IEEE Int. Conf. Fuzzy Systems, Melbourne, Australia, 2001.
-
(2001)
9th IEEE Int. Conf. Fuzzy Systems
-
-
Borgelt, C.1
Kruse, R.2
-
10
-
-
0003846047
-
-
Microsoft Research, Advanced Technology Division, Redmond, WA, Rep. MSR-TR-94-17
-
D. M. Chickering, D. Geiger, and D. Heckerman, "Learning Bayesian networks is NP-hard," Microsoft Research, Advanced Technology Division, Redmond, WA, Rep. MSR-TR-94-17, 1994.
-
(1994)
Learning Bayesian Networks is NP-hard
-
-
Chickering, D.M.1
Geiger, D.2
Heckerman, D.3
-
11
-
-
84933530882
-
Approximating discrete probability distributions with dependence trees
-
Mar.
-
C. K. Chow and C. N. Liu, "Approximating discrete probability distributions with dependence trees," IEEE Trans. Inform. Theory, vol. IT-14, pp. 462-467, Mar. 1968.
-
(1968)
IEEE Trans. Inform. Theory
, vol.IT-14
, pp. 462-467
-
-
Chow, C.K.1
Liu, C.N.2
-
12
-
-
34249832377
-
A Bayesian method for the induction of probabilistic networks from data
-
Dordrecht, The Netherlands: Kluwer
-
G. F. Cooper and E. Herskovits, "A Bayesian method for the induction of probabilistic networks from data," in Machine Learning, Dordrecht, The Netherlands: Kluwer, 1992, vol. 9, pp. 309-347.
-
(1992)
Machine Learning
, vol.9
, pp. 309-347
-
-
Cooper, G.F.1
Herskovits, E.2
-
13
-
-
0000079650
-
Structure identification in relational data
-
Amsterdam, The Netherlands: North-Holland
-
R. Dechter and J. Pearl, "Structure identification in relational data," in Artificial Intelligence. Amsterdam, The Netherlands: North-Holland, 1992, vol. 58, pp. 237-270.
-
(1992)
Artificial Intelligence
, vol.58
, pp. 237-270
-
-
Dechter, R.1
Pearl, J.2
-
14
-
-
0002629270
-
Maximum likelihood from incomplete data via the EM algorithm
-
A. P. Dempster, N. Laird, and D. Rubin, "Maximum likelihood from incomplete data via the EM algorithm," J. Roy. Statist. Soci., ser. B, vol. 39, pp. 1-38, 1977.
-
(1977)
J. Roy. Statist. Soci., Ser. B
, vol.39
, pp. 1-38
-
-
Dempster, A.P.1
Laird, N.2
Rubin, D.3
-
16
-
-
0010965368
-
When upper probabilities are possibility measures
-
Amsterdam, The Netherlands: North-Holland
-
_, "When upper probabilities are possibility measures," in Fuzzy Sets and Systems. Amsterdam, The Netherlands: North-Holland, 1992, vol. 49, pp. 65-74.
-
(1992)
Fuzzy Sets and Systems
, vol.49
, pp. 65-74
-
-
-
17
-
-
0344280740
-
-
Annu. Rep. CEC-ESPRIT III BRA 6156, DRUMS II
-
D. Dubois, S. Moral, and H. Prade, "A semantics for possibility theory based on likelihoods," Annu. Rep. CEC-ESPRIT III BRA 6156, DRUMS II, 1993.
-
(1993)
A Semantics for Possibility Theory Based on Likelihoods
-
-
Dubois, D.1
Moral, S.2
Prade, H.3
-
18
-
-
0003480454
-
-
San Mateo, CA: Morgan Kaufman
-
D. Dubois, H. Prade, and R. R. Yager, Eds., Readings in Fuzzy Sets for Intelligent Systems. San Mateo, CA: Morgan Kaufman, 1993.
-
(1993)
Readings in Fuzzy Sets for Intelligent Systems
-
-
Dubois, D.1
Prade, H.2
Yager, R.R.3
-
20
-
-
0000543669
-
The context model - An integrating view of vagueness and uncertainty
-
J. Gebhardt and R. Kruse, "The context model - An integrating view of vagueness and uncertainty," Int. J. Approx. Reasoning, vol. 9, pp. 283-314, 1993.
-
(1993)
Int. J. Approx. Reasoning
, vol.9
, pp. 283-314
-
-
Gebhardt, J.1
Kruse, R.2
-
21
-
-
0002543793
-
Learning possibilistic networks from data
-
Fort Lauderdale, FL
-
_, "Learning possibilistic networks from data," in Proc. 5th Int. Workshop Artificial Intelligence and Statistics, Fort Lauderdale, FL, 1995, pp. 233-244.
-
(1995)
Proc. 5th Int. Workshop Artificial Intelligence and Statistics
, pp. 233-244
-
-
-
23
-
-
0003665499
-
-
Habilitation thesis, Univ. Braunschweig, Braunschweig, Germany
-
J. Gebhardt, "Learning from data: Possibilistic graphical models," Habilitation thesis, Univ. Braunschweig, Braunschweig, Germany, 1997.
-
(1997)
Learning from Data: Possibilistic Graphical Models
-
-
Gebhardt, J.1
-
24
-
-
0345143110
-
Information source modeling for consistent data fusion
-
Las Vegas, NV
-
J. Gebhardt and R. Kruse, "Information source modeling for consistent data fusion," in Int. Conf. Multisource-Multisensor Information Fusion, Las Vegas, NV, 1996, pp. 27-34.
-
(1996)
Int. Conf. Multisource-Multisensor Information Fusion
, pp. 27-34
-
-
Gebhardt, J.1
Kruse, R.2
-
26
-
-
84980082105
-
Transmission of information
-
R. V. L. Hartley, "Transmission of information," Bell Syst. Tech. J., vol. 7, pp. 535-563, 1928.
-
(1928)
Bell Syst. Tech. J.
, vol.7
, pp. 535-563
-
-
Hartley, R.V.L.1
-
28
-
-
34249761849
-
Learning Bayesian networks: The combination of knowledge and statistical data
-
Dordrecht, The Netherlands: Kluwer
-
D. Heckerman, D. Geiger, and D. M. Chickering, "Learning Bayesian networks: The combination of knowledge and statistical data," in Machine Learning. Dordrecht, The Netherlands: Kluwer, 1995, vol. 20, pp. 197-243.
-
(1995)
Machine Learning
, vol.20
, pp. 197-243
-
-
Heckerman, D.1
Geiger, D.2
Chickering, D.M.3
-
29
-
-
0003243083
-
A random set formalism for evidential reasoning
-
I. R. Goodman, M. M. Gupta, H. T. Nguyen, and G. S. Rogers, Eds. Amsterdam, The Netherlands: North-Holland
-
K. Hestir, H. T. Nguyen, and G. S. Rogers, "A random set formalism for evidential reasoning," in Conditional Logic in Expert Systems, I. R. Goodman, M. M. Gupta, H. T. Nguyen, and G. S. Rogers, Eds. Amsterdam, The Netherlands: North-Holland, 1991, pp. 209-344.
-
(1991)
Conditional Logic in Expert Systems
, pp. 209-344
-
-
Hestir, K.1
Nguyen, H.T.2
Rogers, G.S.3
-
30
-
-
0002271578
-
An introduction to spatial point processes and Markov random fields
-
Voorburg, The Netherlands: Int. Statist. Inst.
-
V. Isham, "An introduction to spatial point processes and Markov random fields," in International Statistical Review. Voorburg, The Netherlands: Int. Statist. Inst., 1981, vol. 49, pp. 21-43.
-
(1981)
International Statistical Review
, vol.49
, pp. 21-43
-
-
Isham, V.1
-
33
-
-
38249019775
-
Fuzzy reasoning in a multidimensional space of hypotheses
-
R. Kruse and E. Schwecke, "Fuzzy reasoning in a multidimensional space of hypotheses," Int. J. Approx. Reason., vol. 4, pp. 47-68, 1990.
-
(1990)
Int. J. Approx. Reason.
, vol.4
, pp. 47-68
-
-
Kruse, R.1
Schwecke, E.2
-
35
-
-
70350674995
-
On the shortest spanning subtree of a graph and the traveling salesman problem
-
Providence, RI
-
J. B. Kruskal, "On the shortest spanning subtree of a graph and the traveling salesman problem," in Proc. Amer. Math. Soc., vol. 7, Providence, RI, 1956, pp. 48-50.
-
(1956)
Proc. Amer. Math. Soc.
, vol.7
, pp. 48-50
-
-
Kruskal, J.B.1
-
36
-
-
0001006209
-
Local computations with probabilities on graphical structures and their application to expert systems
-
S. L. Lauritzen and D. J. Spiegelhalter, "Local computations with probabilities on graphical structures and their application to expert systems," J. Roy. Statist. Soc., ser. B, vol. 2, no. 50, pp. 157-224, 1988.
-
(1988)
J. Roy. Statist. Soc., Ser. B
, vol.2
, Issue.50
, pp. 157-224
-
-
Lauritzen, S.L.1
Spiegelhalter, D.J.2
-
38
-
-
0001583284
-
On random sets and belief functions
-
H. T. Nguyen, "On random sets and belief functions," J. Math. Anal. Applicat., vol. 65, pp. 531-542, 1978.
-
(1978)
J. Math. Anal. Applicat.
, vol.65
, pp. 531-542
-
-
Nguyen, H.T.1
-
39
-
-
0021583599
-
Using random sets
-
London, U.K.: Inst. Inform. Scientists
-
_, "Using random sets," in Information Science. London, U.K.: Inst. Inform. Scientists, 1984, vol. 34, pp. 265-274.
-
(1984)
Information Science
, vol.34
, pp. 265-274
-
-
-
42
-
-
0003984312
-
-
Dina Foulum, Tjele, Denmark,Dina Res. Rep. 8
-
L. K. Rasmussen, "Blood group determination of Danish Jersey cattle in the F-blood group system," Dina Foulum, Tjele, Denmark, Dina Res. Rep. 8, 1992.
-
(1992)
Blood Group Determination of Danish Jersey Cattle in the F-blood Group System
-
-
Rasmussen, L.K.1
-
43
-
-
0345143107
-
Similarity based models for possibilistic logics
-
Granada, Spain
-
E. H. Ruspini, "Similarity based models for possibilistic logics," in Proc. 3rd Int. Conf. Information Processing and Management Uncertainty Knowledge Based Systems, Granada, Spain, 1990, pp, 56-58.
-
(1990)
Proc. 3rd Int. Conf. Information Processing and Management Uncertainty Knowledge Based Systems
, pp. 56-58
-
-
Ruspini, E.H.1
-
44
-
-
0002678486
-
On the semantics of fuzzy logic
-
_, "On the semantics of fuzzy logic," Int. J. Approx. Reason., vol. 5, pp. 45-88, 1991.
-
(1991)
Int. J. Approx. Reason.
, vol.5
, pp. 45-88
-
-
-
45
-
-
0002780786
-
PULCINELLA: A general tool for propagating uncertainty in valuation networks
-
Los Angeles, CA
-
A. Saffiotti and E. Umkehrer, "PULCINELLA: A general tool for propagating uncertainty in valuation networks," in Proc. 7th Conf. Uncertainty Artificial Intelligence, Los Angeles, CA, 1991, pp. 323-331.
-
(1991)
Proc. 7th Conf. Uncertainty Artificial Intelligence
, pp. 323-331
-
-
Saffiotti, A.1
Umkehrer, E.2
-
47
-
-
0345143109
-
-
Amsterdam, The Netherlands: North Holland
-
R. D. Shachter, T. S. Levitt, L. N. Kanal, and J. F. Lemmer, Eds., Uncertainty in Artificial Intelligence 4. Amsterdam, The Netherlands: North Holland, 1990.
-
(1990)
Uncertainty in Artificial Intelligence
, vol.4
-
-
Shachter, R.D.1
Levitt, T.S.2
Kanal, L.N.3
Lemmer, J.F.4
-
49
-
-
0002231085
-
Valuation-based systems: A framework for managing uncertainty in expert systems
-
P. P. Shenoy, "Valuation-based systems: A framework for managing uncertainty in expert systems," Fuzzy Logic Manage. Uncert., pp. 83-104.
-
Fuzzy Logic Manage. Uncert.
, pp. 83-104
-
-
Shenoy, P.P.1
-
50
-
-
0003338515
-
Causation, prediction, and search
-
New York: Springer-Verlag
-
P. Spirtes, C. Glymour, and R. Scheines, Causation, Prediction, and Search. New York: Springer-Verlag, 1993, Lecture Notes in Statistics 81.
-
(1993)
Lecture Notes in Statistics
, vol.81
-
-
Spirtes, P.1
Glymour, C.2
Scheines, R.3
-
51
-
-
0002153945
-
A general nonprobabilistic theory of inductive reasoning
-
R. D. Shachter, T. S. Levitt, L. N. Kanal, and J. F. Lemmer, Eds. Amsterdam, The Netherlands: North Holland
-
W. Spohn, "A general nonprobabilistic theory of inductive reasoning," in Uncertainty in Artificial Intelligence 4, R. D. Shachter, T. S. Levitt, L. N. Kanal, and J. F. Lemmer, Eds. Amsterdam, The Netherlands: North Holland, 1990, pp. 149-158.
-
(1990)
Uncertainty in Artificial Intelligence
, vol.4
, pp. 149-158
-
-
Spohn, W.1
-
53
-
-
0001779012
-
Causal networks: Semantics and expressiveness
-
T. S. Verma and J. Pearl, "Causal networks: semantics and expressiveness," Uncertain. Artificial Intell., vol. 4, pp. 69-76.
-
Uncertain. Artificial Intell.
, vol.4
, pp. 69-76
-
-
Verma, T.S.1
Pearl, J.2
-
54
-
-
0002993157
-
From the fuzzy statistics to the falling random subsets
-
P. P. Wang, Ed. New York: Plenum
-
P. Z. Wang, "From the fuzzy statistics to the falling random subsets," in Advances in Fuzzy Sets, Possibility, and Applications, P. P. Wang, Ed. New York: Plenum, 1983, pp. 81-96.
-
(1983)
Advances in Fuzzy Sets, Possibility, and Applications
, pp. 81-96
-
-
Wang, P.Z.1
-
57
-
-
49349133217
-
Fuzzy sets as a basis for a theory of possibility
-
L. A. Zadeh, "Fuzzy sets as a basis for a theory of possibility," Fuzzy Sets Syst., vol. 1, pp. 3-28, 1978.
-
(1978)
Fuzzy Sets Syst.
, vol.1
, pp. 3-28
-
-
Zadeh, L.A.1
|