-
2
-
-
0030124955
-
"A guide to the literature on learning probabilistic networks from data"
-
Apr
-
W. L. Buntine, "A guide to the literature on learning probabilistic networks from data," IEEE Trans. Knowl. Data Eng., vol. 8, no. 2, pp. 195-210, Apr. 1996.
-
(1996)
IEEE Trans. Knowl. Data Eng.
, vol.8
, Issue.2
, pp. 195-210
-
-
Buntine, W.L.1
-
3
-
-
0003846041
-
"A tutorial on learning with Bayesian networks"
-
Redmond, WA, MSR-TR-95-06
-
D. Heckerman, "A tutorial on learning with Bayesian networks," Microsoft Res., Adv. Technol. Div., Redmond, WA, MSR-TR-95-06, 1995.
-
(1995)
Microsoft Res., Adv. Technol. Div.
-
-
Heckerman, D.1
-
4
-
-
0003614273
-
-
2nd ed. Cambridge, MA: MIT Press
-
P. Spirtes, C. Glymour, and R. Scheines, Causation, Prediction, and Search, 2nd ed. Cambridge, MA: MIT Press, 2000.
-
(2000)
Causation, Prediction, and Search
-
-
Spirtes, P.1
Glymour, C.2
Scheines, R.3
-
5
-
-
0036567524
-
"Learning Bayesian network from data: An information-theory based approached"
-
May
-
J. Cheng, R. Greiner, J. Kelly, D. Bell, and W. Liu, "Learning Bayesian network from data: An information-theory based approached," Artif. Intell., vol. 137, no. 1/2, pp. 43-90, May 2002.
-
(2002)
Artif. Intell.
, vol.137
, Issue.1-2
, pp. 43-90
-
-
Cheng, J.1
Greiner, R.2
Kelly, J.3
Bell, D.4
Liu, W.5
-
6
-
-
34249832377
-
"A Bayesian method for the induction of probabilistic networks from data"
-
Oct
-
G. Cooper and E. Herskovits, "A Bayesian method for the induction of probabilistic networks from data," Mach. Learn., vol. 9, no. 4, pp. 309-347, Oct. 1992.
-
(1992)
Mach. Learn.
, vol.9
, Issue.4
, pp. 309-347
-
-
Cooper, G.1
Herskovits, E.2
-
7
-
-
0031220439
-
"An extended relational data model for probabilistic reasoning"
-
Sep./Oct
-
S. K. M. Wong, "An extended relational data model for probabilistic reasoning," J. Intell. Inf. Syst., vol. 9, no. 2, pp. 181-202, Sep./ Oct. 1997.
-
(1997)
J. Intell. Inf. Syst.
, vol.9
, Issue.2
, pp. 181-202
-
-
Wong, S.K.M.1
-
8
-
-
0033319618
-
"On data and probabilistic dependencies"
-
Edmonton, AB, Canada
-
C. J. Butz, S. K. M. Wong, and Y. Y. Yao, "On data and probabilistic dependencies," in Proc. IEEE Canadian Conf. Electrical and Computer Engineering, Edmonton, AB, Canada, 1999, pp. 1692-1697.
-
(1999)
Proc. IEEE Canadian Conf. Electrical and Computer Engineering
, pp. 1692-1697
-
-
Butz, C.J.1
Wong, S.K.M.2
Yao, Y.Y.3
-
9
-
-
0034313525
-
"On the implication problem for probabilistic conditional independence"
-
Nov
-
S. K. M. Wong, C. J. Butz, and D. Wu, "On the implication problem for probabilistic conditional independence," IEEE Trans. Syst., Man, Cybern. A, Syst., Humans, vol. 30, no. 6, pp. 785-805, Nov. 2000.
-
(2000)
IEEE Trans. Syst., Man, Cybern. A, Syst., Humans
, vol.30
, Issue.6
, pp. 785-805
-
-
Wong, S.K.M.1
Butz, C.J.2
Wu, D.3
-
10
-
-
0008572118
-
"Application of a realtime control strategy for Bayesian belief networks to ship classification problem solving"
-
S. A. Musman, L. W. Chang, and L. B. Booker, "Application of a realtime control strategy for Bayesian belief networks to ship classification problem solving," Int. J. Pattern Recogn. Artif. Intell., vol. 7, no. 3, pp. 513-526, 1993.
-
(1993)
Int. J. Pattern Recogn. Artif. Intell.
, vol.7
, Issue.3
, pp. 513-526
-
-
Musman, S.A.1
Chang, L.W.2
Booker, L.B.3
-
11
-
-
0029732108
-
"Image interpretation using Bayesian networks"
-
Jan
-
V. P. Kumar and U. B. Desai, "Image interpretation using Bayesian networks," IEEE Trans. Pattern Anal. Mach. Intell., vol. 18, no. 1, pp. 74-77, Jan. 1996.
-
(1996)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.18
, Issue.1
, pp. 74-77
-
-
Kumar, V.P.1
Desai, U.B.2
-
12
-
-
0002899365
-
"ARCO1: An application of belief networks to the oil market"
-
Los Angeles, CA
-
B. Abramson, "ARCO1: An application of belief networks to the oil market," in Proc. 7th Conf. Uncertainty Artificial Intelligence, Los Angeles, CA, 1991, pp. 1-8.
-
(1991)
Proc. 7th Conf. Uncertainty Artificial Intelligence
, pp. 1-8
-
-
Abramson, B.1
-
13
-
-
0001873588
-
"Display of information for time-critical decision making"
-
Montreal, Canada
-
E. Horvitz and M. Barry, "Display of information for time-critical decision making," in Proc. 11th Conf. Uncertainty Artificial Intelligence, Montreal, Canada, 1995, pp. 296-305.
-
(1995)
Proc. 11th Conf. Uncertainty Artificial Intelligence
, pp. 296-305
-
-
Horvitz, E.1
Barry, M.2
-
14
-
-
0028391713
-
"The design of belief network-based systems for price forecasting"
-
Mar
-
B. Abramson, "The design of belief network-based systems for price forecasting," Comput. Electr. Eng., vol. 20, no. 2, pp. 163-180, Mar. 1994.
-
(1994)
Comput. Electr. Eng.
, vol.20
, Issue.2
, pp. 163-180
-
-
Abramson, B.1
-
15
-
-
0029273441
-
"Applying Bayesian networks to information retrieval"
-
Mar
-
R. Fung and B. Del Favero, "Applying Bayesian networks to information retrieval," Commun. ACM, vol. 38, no. 3, pp. 42-48, Mar. 1995.
-
(1995)
Commun. ACM
, vol.38
, Issue.3
, pp. 42-48
-
-
Fung, R.1
Del Favero, B.2
-
16
-
-
0012053189
-
"A Bayesian approach to user profiling in information retrieval"
-
S. K. M. Wong and C. J. Butz, "A Bayesian approach to user profiling in information retrieval," Technol. Lett., vol. 4, no. 1, pp. 50-56, 2000.
-
(2000)
Technol. Lett.
, vol.4
, Issue.1
, pp. 50-56
-
-
Wong, S.K.M.1
Butz, C.J.2
-
17
-
-
0012046447
-
"Bayesian network models for information retrieval"
-
F. Crestani and G. Pasi, Eds. New York: Springer-Verlag
-
B. Ribeiro-Neto, I. Silva, and R. Muntz, "Bayesian network models for information retrieval," in Soft Computing in Information Retrieval: Techniques and Applications, F. Crestani and G. Pasi, Eds. New York: Springer-Verlag, 2000, pp. 259-291.
-
(2000)
Soft Computing in Information Retrieval: Techniques and Applications
, pp. 259-291
-
-
Ribeiro-Neto, B.1
Silva, I.2
Muntz, R.3
-
18
-
-
3042815198
-
"Bayesian networks and information retrieval: An introduction to the special issue"
-
Sep
-
L. M. de Campos, J. M. Fernández-Luna, and J. F. Huete, "Bayesian networks and information retrieval: An introduction to the special issue," Inf. Process. Manage., vol. 40, no. 5, pp. 727-733, Sep. 2004.
-
(2004)
Inf. Process. Manage.
, vol.40
, Issue.5
, pp. 727-733
-
-
de Campos, L.M.1
Fernández-Luna, J.M.2
Huete, J.F.3
-
19
-
-
0026636089
-
"Toward normative expert systems - I: The PATHFINDER project"
-
Jun
-
D. Heckerman, J. Breese, and B. Nathwani, "Toward normative expert systems - I: The PATHFINDER project," Methods Inf. Med., vol. 31, no. 2, pp. 90-105, Jun. 1992.
-
(1992)
Methods Inf. Med.
, vol.31
, Issue.2
, pp. 90-105
-
-
Heckerman, D.1
Breese, J.2
Nathwani, B.3
-
20
-
-
0034215972
-
"Constructing Bayesian networks for medical diagnosis from incomplete and partially correct statistics"
-
Jul./Aug
-
D. Nikovski, "Constructing Bayesian networks for medical diagnosis from incomplete and partially correct statistics," IEEE Trans. Knowl. Data Eng., vol. 12, no. 4, pp. 509-516, Jul./Aug. 2000.
-
(2000)
IEEE Trans. Knowl. Data Eng.
, vol.12
, Issue.4
, pp. 509-516
-
-
Nikovski, D.1
-
21
-
-
2442601796
-
"Wireless I: Mobile and wireless information systems: Applications, networks, and research problems"
-
Aug
-
U. Varshney, "Wireless I: Mobile and wireless information systems: Applications, networks, and research problems," Commun. AIS, vol. 12, pp. 155-166, Aug. 2003.
-
(2003)
Commun. AIS
, vol.12
, pp. 155-166
-
-
Varshney, U.1
-
22
-
-
23144441186
-
"Mobile commerce: Opportunities and challenges"
-
Dec
-
A. Urbaczewski, J. S. Valacich, and L. M. Jessup, "Mobile commerce: Opportunities and challenges," Commun. ACM, vol. 46, no. 12, pp. 30-32, Dec. 2003.
-
(2003)
Commun. ACM
, vol.46
, Issue.12
, pp. 30-32
-
-
Urbaczewski, A.1
Valacich, J.S.2
Jessup, L.M.3
-
23
-
-
9244224595
-
"Delivery of personalized and adaptive content to mobile devices: A framework and enabling technology"
-
Aug
-
D. S. Zhang, "Delivery of personalized and adaptive content to mobile devices: A framework and enabling technology," Commun. AIS, vol. 12, pp. 183-202, Aug. 2003.
-
(2003)
Commun. AIS
, vol.12
, pp. 183-202
-
-
Zhang, D.S.1
-
24
-
-
33744525433
-
"A Bayesian network-based framework for personalization in mobile commerce applications"
-
Apr
-
S. S. Liao, Q. D. Li, and D. J. Xu, "A Bayesian network-based framework for personalization in mobile commerce applications," Commun. AIS, vol. 15, pp. 494-511, Apr. 2005.
-
(2005)
Commun. AIS
, vol.15
, pp. 494-511
-
-
Liao, S.S.1
Li, Q.D.2
Xu, D.J.3
-
25
-
-
0028482006
-
"Learning Bayesian belief networks - An approach based on the MDL principle"
-
W. Lam and F. Bacchus, "Learning Bayesian belief networks - An approach based on the MDL principle," Comput. Intell., vol. 10, no. 4, pp. 269-293, 1994.
-
(1994)
Comput. Intell.
, vol.10
, Issue.4
, pp. 269-293
-
-
Lam, W.1
Bacchus, F.2
-
26
-
-
0033076357
-
"Using evolutionary programming and minimum description length principle for data mining of Bayesian networks"
-
Feb
-
M. L. Wong, W. Lam, and K. S. Leung, "Using evolutionary programming and minimum description length principle for data mining of Bayesian networks," IEEE Trans. Pattern Anal. Mach. Intell., vol. 21, no. 2, pp. 174-178, Feb. 1999.
-
(1999)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.21
, Issue.2
, pp. 174-178
-
-
Wong, M.L.1
Lam, W.2
Leung, K.S.3
-
27
-
-
0030245966
-
"Structural learning of Bayesian network by genetic algorithms: A performance analysis of control parameters"
-
Sep
-
P. Larrañaga, M. Poza, Y. Yurramendi, R. Murga, and C. Kuijpers, "Structural learning of Bayesian network by genetic algorithms: A performance analysis of control parameters," IEEE Trans. Pattern Anal. Mach. Intell., vol. 18, no. 9, pp. 912-926, Sep. 1996.
-
(1996)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.18
, Issue.9
, pp. 912-926
-
-
Larrañaga, P.1
Poza, M.2
Yurramendi, Y.3
Murga, R.4
Kuijpers, C.5
-
28
-
-
0013268908
-
"A branch-and-bound algorithm for MDL learning Bayesian networks"
-
C. Boutilier and M. Goldszmidt, Eds., San Francisco, CA, Jun./Jul
-
J. Tian, "A branch-and-bound algorithm for MDL learning Bayesian networks," in Proc. 16th Conf. Uncertainty Artificial Intelligence, C. Boutilier and M. Goldszmidt, Eds., San Francisco, CA, Jun./Jul. 2000, pp. 580-588.
-
(2000)
Proc. 16th Conf. Uncertainty Artificial Intelligence
, pp. 580-588
-
-
Tian, J.1
-
29
-
-
34249761849
-
"Learning Bayesian networks: The combination of knowledge and statistical data"
-
Sep
-
D. Heckerman, D. Geiger, and D. M. Chickering, "Learning Bayesian networks: The combination of knowledge and statistical data," Mach. Learn., vol. 20, no. 3, pp. 197-243, Sep. 1995.
-
(1995)
Mach. Learn.
, vol.20
, Issue.3
, pp. 197-243
-
-
Heckerman, D.1
Geiger, D.2
Chickering, D.M.3
-
30
-
-
0003846047
-
"Learning Bayesian network is NP-Hard"
-
Microsoft Res., Redmond, WA, MSR-TR-94-17
-
D. M. Chickering, D. Geiger, and D. Heckerman, "Learning Bayesian network is NP-Hard," Microsoft Res., Redmond, WA, MSR-TR-94-17, 1994.
-
(1994)
-
-
Chickering, D.M.1
Geiger, D.2
Heckerman, D.3
-
31
-
-
0001019707
-
"Learning Bayesian networks is NP-complete"
-
V, D. Fisher and H. Lenz, Eds. New York: Springer-Verlag
-
D. M. Chickering, "Learning Bayesian networks is NP-complete," in Learning from Data: Artificial Intelligence and Statistics V, D. Fisher and H. Lenz, Eds. New York: Springer-Verlag, 1996, pp. 121-130.
-
(1996)
Learning from Data: Artificial Intelligence and Statistics
, pp. 121-130
-
-
Chickering, D.M.1
-
32
-
-
33744519663
-
"Large-sample learning of Bayesian networks is NP-hard"
-
Microsoft Res., Redmond, WA, MSR-TR-2003-17
-
D. M. Chickering, C. Meek, and D. Heckerman, "Large-sample learning of Bayesian networks is NP-hard," Microsoft Res., Redmond, WA, MSR-TR-2003-17, 2003.
-
(2003)
-
-
Chickering, D.M.1
Meek, C.2
Heckerman, D.3
-
33
-
-
0031345619
-
"Learning belief networks from data: An information theory based approach"
-
Las Vegas, NV
-
J. Cheng, D. A. Bell, and W. Liu, "Learning belief networks from data: An information theory based approach," in Proc. 6th ACM Int. Conf. Information and Knowledge Management, Las Vegas, NV, 1997, pp. 325-331.
-
(1997)
Proc. 6th ACM Int. Conf. Information and Knowledge Management
, pp. 325-331
-
-
Cheng, J.1
Bell, D.A.2
Liu, W.3
-
34
-
-
84982403902
-
"Constructor: A system for the induction of probabilistic models"
-
Boston, MA
-
R. M. Fung and S. L. Crawford, "Constructor: A system for the induction of probabilistic models," in Proc. 7th Nat. Conf. Artificial Intelligence, Boston, MA, 1990, pp. 762-769.
-
(1990)
Proc. 7th Nat. Conf. Artificial Intelligence
, pp. 762-769
-
-
Fung, R.M.1
Crawford, S.L.2
-
35
-
-
0242397555
-
"Constraint-based structural learning in Bayesian networks using finite data sets"
-
Ph.D. dissertation, Dept. Comput. Sci., Technical Univ. Munich, Munich, Germany
-
H. Steck, "Constraint-based structural learning in Bayesian networks using finite data sets," Ph.D. dissertation, Dept. Comput. Sci., Technical Univ. Munich, Munich, Germany, 2001.
-
(2001)
-
-
Steck, H.1
-
36
-
-
0034174383
-
"A new approach for learning belief networks using independence criteria"
-
Apr
-
L. M. de Campos and J. F. Huete, "A new approach for learning belief networks using independence criteria," Int. J. Approx. Reason., vol. 24, no. 1, pp. 11-37, Apr. 2000.
-
(2000)
Int. J. Approx. Reason.
, vol.24
, Issue.1
, pp. 11-37
-
-
de Campos, L.M.1
Huete, J.F.2
-
37
-
-
0002753068
-
"Causal inference and causal explanation with background knowledge"
-
Montreal, Canada
-
C. Meek, "Causal inference and causal explanation with background knowledge," in Proc. 11th Conf. Uncertainty Artificial Intelligence, Montreal, Canada, 1995, pp. 403-410.
-
(1995)
Proc. 11th Conf. Uncertainty Artificial Intelligence
, pp. 403-410
-
-
Meek, C.1
-
38
-
-
0001775899
-
"An algorithm for deciding if a set of observed independencies has a causal explanation"
-
Stanford, CA
-
T. S. Verma and J. Pearl, "An algorithm for deciding if a set of observed independencies has a causal explanation," in Proc. 8th Int. Conf. Uncertainty Artificial Intelligence, Stanford, CA, 1992, pp. 323-330.
-
(1992)
Proc. 8th Int. Conf. Uncertainty Artificial Intelligence
, pp. 323-330
-
-
Verma, T.S.1
Pearl, J.2
-
39
-
-
0000243504
-
"Graphical and recursive models for contingence tables"
-
N. Wermuth and S. Lauritzen, "Graphical and recursive models for contingence tables," Biometrika, vol. 72, pp. 537-552, 1983.
-
(1983)
Biometrika
, vol.72
, pp. 537-552
-
-
Wermuth, N.1
Lauritzen, S.2
-
40
-
-
4444383943
-
"An efficient data mining method for learning Bayesian networks using an evolutionary algorithm-based hybrid approach"
-
Aug
-
M. L. Wong and K. S. Leung, "An efficient data mining method for learning Bayesian networks using an evolutionary algorithm-based hybrid approach," IEEE Trans. Evol. Comput., vol. 8, no. 4, pp. 378-404, Aug. 2004.
-
(2004)
IEEE Trans. Evol. Comput.
, vol.8
, Issue.4
, pp. 378-404
-
-
Wong, M.L.1
Leung, K.S.2
-
43
-
-
84901423427
-
"A hybrid approach to learn Bayesian networks using evolutionary programming"
-
Honolulu, HI
-
M. L. Wong, S. Y. Lee, and K. S. Leung, "A hybrid approach to learn Bayesian networks using evolutionary programming," in Proc. Congr. Evolutionary Computation, Honolulu, HI, 2002, pp. 1314-1319.
-
(2002)
Proc. Congr. Evolutionary Computation
, pp. 1314-1319
-
-
Wong, M.L.1
Lee, S.Y.2
Leung, K.S.3
-
44
-
-
0001173999
-
"Construction of Bayesian network structures from data: A brief survey and an efficient algorithm"
-
Feb
-
M. Singh and M. Valtorta, "Construction of Bayesian network structures from data: A brief survey and an efficient algorithm," Int. J. Approx. Reason., vol. 12, no. 2, pp. 111-131, Feb. 1995.
-
(1995)
Int. J. Approx. Reason.
, vol.12
, Issue.2
, pp. 111-131
-
-
Singh, M.1
Valtorta, M.2
-
45
-
-
0002516745
-
"A hybrid anytime algorithm for the construction of causal models from sparse data"
-
Stockholm, Sweden
-
D. Dash and M. Druzdzel, "A hybrid anytime algorithm for the construction of causal models from sparse data," in Proc. 15th Conf. Uncertainty Artificial Intelligence, Stockholm, Sweden, 1999, pp. 142-149.
-
(1999)
Proc. 15th Conf. Uncertainty Artificial Intelligence
, pp. 142-149
-
-
Dash, D.1
Druzdzel, M.2
-
46
-
-
0001006209
-
"Local computations with probabilities on graphical structures and their application to expert systems"
-
S. Lauritzen and D. Spiegelhalter, "Local computations with probabilities on graphical structures and their application to expert systems," J. R. Stat. Soc., B, vol. 50, no. 2, pp. 157-224, 1988.
-
(1988)
J. R. Stat. Soc., B
, vol.50
, Issue.2
, pp. 157-224
-
-
Lauritzen, S.1
Spiegelhalter, D.2
-
47
-
-
58049114531
-
"Learning statistical models from relational data"
-
Austin, TX, Jul. 31, [Online]. Available:
-
"Learning statistical models from relational data," in Proc. AAAI Workshop, Austin, TX, Jul. 31, 2000. [Online]. Available: http://ai.stanford.edu/srl/workshop.html
-
(2000)
Proc. AAAI Workshop
-
-
-
48
-
-
0037258386
-
"Fuzzy functional dependencies and Bayesian networks"
-
Jan
-
W. Y. Liu and N. Song, "Fuzzy functional dependencies and Bayesian networks," J. Comput. Sci. Technol., vol. 18, no. 1, pp. 56-66, Jan. 2003.
-
(2003)
J. Comput. Sci. Technol.
, vol.18
, Issue.1
, pp. 56-66
-
-
Liu, W.Y.1
Song, N.2
-
49
-
-
0020782108
-
"On the desirability of acyclic database schemes"
-
Jul
-
C. Beeri, R. Fagin, D. Maier, and M. Yannakakis, "On the desirability of acyclic database schemes," J. Assoc. Comput. Mach., vol. 30, no. 3, pp. 479-513, Jul. 1983.
-
(1983)
J. Assoc. Comput. Mach.
, vol.30
, Issue.3
, pp. 479-513
-
-
Beeri, C.1
Fagin, R.2
Maier, D.3
Yannakakis, M.4
-
53
-
-
6344227714
-
-
Beijing, China: Science Press
-
W. Y. Liu and W. Tian, Data Model, Beijing, China: Science Press, 2001.
-
(2001)
Data Model
-
-
Liu, W.Y.1
Tian, W.2
-
54
-
-
84976827291
-
"Closures of database hypergraphs"
-
Oct
-
D. Sacca, "Closures of database hypergraphs," J. Assoc. Comput. Mach., vol. 32, no. 4, pp. 774-803, Oct. 1985.
-
(1985)
J. Assoc. Comput. Mach.
, vol.32
, Issue.4
, pp. 774-803
-
-
Sacca, D.1
-
55
-
-
0003725488
-
-
Upper Saddle River, NJ: Prentice-Hall
-
E. Turban, N. Lee, D. King, and H. M. Chung, Electronic Commerce: A Managerial Perspective. Upper Saddle River, NJ: Prentice-Hall, 2000.
-
(2000)
Electronic Commerce: A Managerial Perspective
-
-
Turban, E.1
Lee, N.2
King, D.3
Chung, H.M.4
-
56
-
-
33744542347
-
-
Hugin Expert A/S, [Online]. Available:
-
Hugin Expert A/S, (2004). [Online]. Available: http://www.hugin.com/ Products_Services/Products/Demo/Lite/
-
(2004)
-
-
|