- Eric Horvitz, Jack S. Breese, David Heckerman, David Hovel, Koos Rommelse:
The Lumière Project: Bayesian User Modeling for Inferring the Goals and Needs of Software Users. UAI 1998: 256-265 - Pablo H. Ibargüengoytia, Luis Enrique Sucar, Sunil Vadera:
Any Time Probabilistic Reasoning for Sensor Validation. UAI 1998: 266-273 - Manfred Jaeger:
Measure Selection: Notions of Rationality and Representation Independence. UAI 1998: 274-281 - Jean-Yves Jaffray:
Implementing Resolute Choice Under Uncertainty. UAI 1998: 282-288 - Iman Jarkass, Michèle Rombaut:
Dealing with uncertainty on the initial state of a Petri net. UAI 1998: 289-295 - Wenxin Jiang, Martin A. Tanner:
Hierarchical Mixtures-of-Experts for Exponential Family Regression Models with Generalized Linear Mean Functions: A Survey of Approximation and Consistency Results. UAI 1998: 296-303 - Michael J. Kearns, Yishay Mansour:
Exact Inference of Hidden Structure from Sample Data in noisy-OR Networks. UAI 1998: 304-310 - Michael J. Kearns, Lawrence K. Saul:
Large Deviation Methods for Approximate Probabilistic Inference. UAI 1998: 311-319 - Neil D. Lawrence, Christopher M. Bishop, Michael I. Jordan:
Mixture Representations for Inference and Learning in Boltzmann Machines. UAI 1998: 320-327 - Vasilica Lepar, Prakash P. Shenoy:
A Comparison of Lauritzen-Spiegelhalter, Hugin, and Shenoy-Shafer Architectures for Computing Marginals of Probability Distributions. UAI 1998: 328-337 - Chao-Lin Liu, Michael P. Wellman:
Incremental Tradeoff Resolution in Qualitative Probabilistic Networks. UAI 1998: 338-345 - Chao-Lin Liu, Michael P. Wellman:
Using Qualitative Relationships for Bounding Probability Distributions. UAI 1998: 346-353 - Thomas Lukasiewicz:
Magic Inference Rules for Probabilistic Deduction under Taxonomic Knowledge. UAI 1998: 354-361 - Anders L. Madsen, Finn Verner Jensen:
Lazy Propagation in Junction Trees. UAI 1998: 362-369 - Suzanne M. Mahoney, Kathryn B. Laskey:
Constructing Situation Specific Belief Networks. UAI 1998: 370-37 - Charles F. Manski:
Treatment Choice in Heterogeneous Populations Using Experiments without Covariate Data. UAI 1998: 379-385 - Marina Meila, David Heckerman:
An Experimental Comparison of Several Clustering and Initialization Methods. UAI 1998: 386-395 - Paul-André Monney:
From Likelihood to Plausibility. UAI 1998: 396-403 - Stefano Monti, Gregory F. Cooper:
A Multivariate Discretization Method for Learning Bayesian Networks from Mixed Data. UAI 1998: 404-413 - Benson Hin Kwong Ng, Kam-Fai Wong, Boon Toh Low:
Resolving Conflicting Arguments under Uncertainties. UAI 1998: 414-421 - Ronald Parr:
Flexible Decomposition Algorithms for Weakly Coupled Markov Decision Problems. UAI 1998: 422-430 - David M. Pennock:
Logarithmic Time Parallel Bayesian Inference. UAI 1998: 431-438 - Mark A. Peot, Ross D. Shachter:
Learning From What You Don't Observe. UAI 1998: 439-446 - David Poole:
Context-specific approximation in probabilistic inference. UAI 1998: 447-454 - Irina Rish, Kalev Kask, Rina Dechter:
Empirical Evaluation of Approximation Algorithms for Probabilistic Decoding. UAI 1998: 455-463 - Paola Sebastiani, Marco Ramoni:
Decision Theoretic Foundations of Graphical Model Selection. UAI 1998: 464-471 - Raffaella Settimi, Jim Q. Smith:
On the Geometry of Bayesian Graphical Models with Hidden Variables. UAI 1998: 472-479 - Ross D. Shachter:
Bayes-Ball: The Rational Pastime (for Determining Irrelevance and Requisite Information in Belief Networks and Influence Diagrams). UAI 1998: 480-487 - Yoram Singer:
Switching Portfolios. UAI 1998: 488-495 - Milan Studený:
Bayesian Networks from the Point of View of Chain Graphs. UAI 1998: 496-503