Bibliography

[Manipulation | Learning from Data | Glossary | References ]

This is the of references used in the Software for manipulating belief networks and Software for fitting belief functions to data pages.

References

Articles Containing Reviews of Decision Analysis software:

Buede, D.[1994]: "Aiding Insight II," OR/MS Today, June 1994, p. 62.

Review articles on belief network modelling:

Spiegelhalter, D.J., A.P. Dawid, S.L. Lauritzen, and R.G. Cowell [1993]: ``Bayesian analysis in expert systems.'' Statistical Science, ( 8) 219--283.

Citations:

Almond, R.G. [1995]: Graphical Belief Modelling Chapman and Hall.
Almond, R. G., J.M. Bradshaw and D .Madigan [1994]: ``Reuse and Sharing of Graphical Belief Network Components.'' in P. Cheeseman and W. Oldford (eds.) Selecting Models from Data: Artificial Intelligence and Statistics IV, Springer-Verlag, 113--122.
Andersen, S.K., K.G., Olesen, F.V. Jensen and F. Jensen [1989]: ``HUGIN---a shell for building Bayesian Belief Universes for Expert Systems.'' IJCAI '89, Detroit. Reprinted in Shafer and Pearl [1990].
Cowell, R.G. A.P. Dawid, and D. J. Spiegelhalter [1993]: ``Sequential Model Criticism in Probabilstic Expert Systems.'' IEEE Transaction of Pattern Analysis and Machine Intelligence (15), 209--219.
+ Dubois D and Prade H. [1988a]: "Inference in possibilistic hypergraphs." in Procs. of the IPMU-88 conference.
+ Dubois D and Prade H. [1988b]: Possibility Theory: an approach to computerized processing of uncertainty. Plenum Press, New York.
Haddawy P, Helwig JW, Ngo L, and Krieger R [1995]: "Clinical Simulation using Context-Sensitive Temporal Probability Models." Proceedings of the 19th Annual Symposium on Computer Applications in Medical Care (SCAMC95) , 203--207. (Also, Peter Haddawy's Techincal Reports.
Haddawy P [1994]: "Generating {Bayesian} Networks from Probability Logic Knowledge Bases" Proceedings of the Tenth Conference on Uncertainty in Artificial Intelligence , 262--269 (Also, Peter Haddawy's Techincal Reports.
Horvitz, E.J., J. Breese, and M. Henrion [1988]: ``Decision theory in expert systems and artificial.'' International Journal of Approximate Reasoning, Special Issue on Uncertainty in Artificial Intelligence, 2 247-302. Also appears in M. Henrion, J.S. Breese, and E.J. Horvitz [1991] ``Decision analysis and expert systems.'' AI Magazine 12(4), 64-91.
Howard, R. A. and J.E. Matheson [1981]: ``Influence diagrams.'' Principles and Applications of Decision Analysis. Strategic Decisions Group, Menlo Park, California.
Hsia, Y.-T. and P.P. Shenoy [1989]: "An evidential language for expert systems." in Ras, Z.W. (ed.), Methodologies for Intelligent Systems, 4, North-Holland, 9--16.
+ Edwards, D. [1995]: Introduction to Graphical Modelling, Springer-Verlag, New York. (Includes MIM student version).
Lauritzen, S.L. and D.J.Spiegelhaler [1988]: ``Local Computation with Probabilities on Graphical Structures and their Application to Expert Systems (with discussion).'' Journal of the Royal Statistical Society, Series B,, (50), 205--247. Reprinted in Shafer and Pearl [1990].
Lauritzen, S. L. and N. Wermuth [1989]: ``Graphical models for associations between variables, some of which are qualitative and some quantitative.'' Annals of Statistics,
(17), 31--57. Corrections on p 1916.
Mislevy, R. [1993]: ``Probability-based inference in cognitive diagnosis,'' ONR Contractors Conference, Iowa City, IA, May.
Ngo L, Haddawy P, and Helwig J [1995]: "A Theoretical Framework for Context-Sensitive Temporal Probability Model Construction with Application to Plan Projection. Proceedings of the Eleventh Conference on Uncertainty in Artificial Intelligence, 419--426. (Also, Peter Haddawy's Techincal Reports.
Pearl, Judea [1988]: Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference. Morgan Kaufmann, San Mateo, California.
Scheines R, Spirtes P, Glymour C and Meek C [1994]: Readings in Uncertain Reasoning. Morgan Kaufmann.
Shafer, Glenn, and Judea Pearl [1990]: Readings in Uncertain Reasoning. Morgan Kaufmann.
Srinivas, S. and J. Breese [1990]: IDEAL: A software package for analysis of influence diagrams. Proceedings of the Sixth Uncertainty Conference in AI, Cambridge, MA.
A. Saffiotti and E. Umkehrer [1991a]: "PULCINELLA User's Manual". Tech. Rep. TR/IRIDIA/91-5, Univ. Libre de Bruxelles, Belgium.
Saffiotti, A. and E. Umkehrer [1991b]: "PULCINELLA: A General Tool for Propagating Uncertainty in Valuation Networks". Procs. of the Uncertainty in AI Conf, Los Angeles, CA.
A. Saffiotti, S. Parsons and E. Umkehrer [1994]: "Comparing Uncertainty Management Techniques". Microcomputers in Civil Engineering, 9.
A. Saffiotti and E. Umkehrer [1994]: "Inference--Driven Construction of Valuation Systems from First--Order Clauses". IEEE Trans. on SMC, 24, 1611--1624.
Shenoy, P.P. and Shafer, G. [1990]: ``Axioms for Probability and Belief-Function Propagation.'' in Uncertainty in Artificial Intelligence, (4), 169-198. Reprinted in Shafer and Pearl [1990].
Spiegelhalter, D. J. and S.L. Lauritzen [1990]: ``Sequential Updating of Conditional Probabilities on Directed Graphical Structures.'' Networks, (20), 579--605.
Whittaker, J. [1990]: Graphical Models in Applied Mulitvariate Statistics, Wiley.
Xu, H. [1991]: "TresBel User's Manual". Tech. Rep. TR/IRIDIA/91-11, Univ. Libre de Bruxelles, Belgium.
Xu, H. and R. Kennes [1994]: "Steps towards an Efficient Implementation of Dempster-Shafer Theory," in M. Fedrizzi, J. Kacprzyk and R. R., Yager (ed.) Advances in the Dempster-Shafer Theory of Evidence, John Wiley & Sons, Inc., pp. 153-174.
Xu, H. [1993]: "An Efficient Tool for Reasoning with Belief Functions" in B. Bouchon-Meunier, L. Valverde and R. R. Yager (ed.) Uncertainty in Intelligent Systems, North-Holland: Elsevier Science, pp. 215-224.
+ Zadeh L. A. [1978]: "Fuzzy sets as a basis for a theory of possibility." Fuzzy Sets and Systems 1, 1-28.

[Manipulation | Learning from Data | Glossary | References ]

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Last modified: Fri May 24 15:16:12 1996