@comment{UAI Electronic Proceedings} @INPROCEEDINGS{Alsinet1.UAI-2000, AUTHOR = "Alsinet, Teresa and Godo, Lluis", TITLE = "A Complete Calculus for Possibilistic Logic Programming with Fuzzy Propositional Variables", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "1--10" } @INPROCEEDINGS{Andrieu2.UAI-2000, AUTHOR = "Andrieu, Christophe and de~Freitas, Nando and Doucet, Arnaud ", TITLE = "Reversible Jump MCMC Simulated Annealing for Neural Networks", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "11--18" } @INPROCEEDINGS{Becker3.UAI-2000, AUTHOR = "Becker, Ann and Geiger, Dan and Meek, Christopher ", TITLE = "Perfect Tree-Like Markovian Distributions", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "19--23" } @INPROCEEDINGS{Bernstein4.UAI-2000, AUTHOR = "Bernstein, Daniel S and Zilberstein, Shlomo and Immerman, Neil", TITLE = "The Complexity of Decentralized Control of Markov Decision Processes", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "32--37" } @INPROCEEDINGS{Bilmes5.UAI-2000, AUTHOR = "Bilmes, Jeff A", TITLE = "Dynamic Bayesian Multinets", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "38--45" } @INPROCEEDINGS{Bishop6.UAI-2000, AUTHOR = "Bishop, Christopher M. and Tipping, Michael", TITLE = "Variational Relevance Vector Machines", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "46--53" } @INPROCEEDINGS{Boutilier7.UAI-2000, AUTHOR = "Boutilier, Craig", TITLE = "Approximately Optimal Monitoring of Plan Preconditions", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "54--62" } @INPROCEEDINGS{Chajewska8.UAI-2000, AUTHOR = "Chajewska, Urszula and Koller, Daphne", TITLE = "Utilities as Random Variables: Density Estimation and Structure Discovery", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "63--71" } @INPROCEEDINGS{Cheng9.UAI-2000, AUTHOR = "Cheng, Jian and Druzdzel, Marek J.", TITLE = "Computational Investigation of Low-Discrepancy Sequences in Simulation Algorithms for Bayesian Networks", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "72--81" } @INPROCEEDINGS{Chickering10.UAI-2000, AUTHOR = "Chickering, David Maxwell and Heckerman, David", TITLE = "A Decision Theoretic Approach to Targeted Advertising", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "82--88" } @INPROCEEDINGS{Coetzee11.UAI-2000, AUTHOR = "Coetzee, Frans and Lawrence, Steve and Giles, C. Lee", TITLE = "Bayesian Classification and Feature Selection from Finite Data Sets", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "89--97" } @INPROCEEDINGS{Cooper12.UAI-2000, AUTHOR = "Cooper, Gregory", TITLE = "A Bayesian Method for Causal Modeling and Discovery Under Selection", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "98--106" } @INPROCEEDINGS{Cozman13.UAI-2000, AUTHOR = "Cozman, Fabio", TITLE = "Separation Properties of Sets of Probability Measures", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "107--114" } @INPROCEEDINGS{Cussens14.UAI-2000, AUTHOR = "Cussens, James ", TITLE = "Stochastic Logic Programs: Sampling, Inference and Applications", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "115--122" } @INPROCEEDINGS{Darwiche15.UAI-2000, AUTHOR = "Darwiche, Adnan", TITLE = "A Differential Approach to Inference in Bayesian Networks", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "123--132" } @INPROCEEDINGS{Darwiche16.UAI-2000, AUTHOR = "Darwiche, Adnan", TITLE = "Any-Space Probabilistic Inference", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "133--142" } @INPROCEEDINGS{Dasgupta17.UAI-2000, AUTHOR = "Dasgupta, Sanjoy", TITLE = "Experiments with Random Projection", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "143--151" } @INPROCEEDINGS{Dasgupta18.UAI-2000, AUTHOR = "Dasgupta, Sanjoy and Schulman, Leonard", TITLE = "A Two-round Variant of EM for Gaussian Mixtures", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "152--159" } @INPROCEEDINGS{Davidson19.UAI-2000, AUTHOR = "Davidson, Ian", TITLE = "Minimum Message Length Clustering Using Gibbs Sampling", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "160--167" } @INPROCEEDINGS{Davies20.UAI-2000, AUTHOR = "Davies, Scott and Moore, Andrew", TITLE = "Mix-nets: Factored Mixtures of Gaussians in Bayesian Networks With Mixed Discrete And Continuous Variables", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "168--175" } @INPROCEEDINGS{Doucet21.UAI-2000, AUTHOR = "Doucet, Arnaud and de~Freitas, Nando and Murphy, Kevin and Russell, Stuart", TITLE = "Rao-Blackwellised Filtering for Dynamic Bayesian Networks", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "176--183" } @INPROCEEDINGS{Frey22.UAI-2000, AUTHOR = "Frey, Brendan J. and Jojic, Nebojsa", TITLE = "Learning Graphical Models of Images, Videos and Their Spatial Transformations", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "184--191" } @INPROCEEDINGS{Friedman23.UAI-2000, AUTHOR = "Friedman, Nir and Geiger, Dan and Lotner, Noam", TITLE = "Likelihood Computations Using Value Abstractions", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "192--200" } @INPROCEEDINGS{Friedman24.UAI-2000, AUTHOR = "Friedman, Nir and Koller, Daphne", TITLE = "Being Bayesian about Network Structure", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "201--210" } @INPROCEEDINGS{Friedman25.UAI-2000, AUTHOR = "Friedman, Nir and Nachman, Iftach", TITLE = "Gaussian Process Networks", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "211--219" } @INPROCEEDINGS{Giang26.UAI-2000, AUTHOR = "Giang, Phan H. and Shenoy, Prakash P.", TITLE = "A Qualitative Linear Utility Theory for Spohn's Theory of Epistemic Beliefs", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "220--229" } @INPROCEEDINGS{Gorniak27.UAI-2000, AUTHOR = "Gorniak, Peter J and Poole, David L", TITLE = "Building a Stochastic Dynamic Model of Application Use", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "230--237" } @INPROCEEDINGS{Grunwald28.UAI-2000, AUTHOR = "Grunwald, Peter D", TITLE = "Maximum Entropy and the Glasses You Are Looking Through", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "238--246" } @INPROCEEDINGS{Halpern29.UAI-2000, AUTHOR = "Halpern, Joseph Y.", TITLE = "Conditional Plausibility Measures and Bayesian Networks", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "247--255" } @INPROCEEDINGS{Harvey30.UAI-2000, AUTHOR = "Harvey, Michael and Neal, Radford M.", TITLE = "Inference for Belief Networks Using Coupling From the Past", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "256--263" } @INPROCEEDINGS{Heckerman31.UAI-2000, AUTHOR = "Heckerman, David and Chickering, David Maxwell and Meek, Christopher and Rounthwaite, Robert and Kadie, Carl", TITLE = "Dependency Networks for Density Estimation, Collaborative Filtering, and Data Visualization", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "264--273" } @INPROCEEDINGS{Højsgaard32.UAI-2000, AUTHOR = "Højsgaard, Søren", TITLE = "YGGDRASIL - A Statistical Package for Learning Split Models", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "274--281" } @INPROCEEDINGS{Horsch33.UAI-2000, AUTHOR = "Horsch, Michael C. and Havens, Bill", TITLE = "Probabilistic Arc Consistency: A Connection between Constraint Reasoning and Probabilistic Reasoning", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "282--290" } @INPROCEEDINGS{Jebara34.UAI-2000, AUTHOR = "Jebara, Tony S. and Jaakkola, Tommi S.", TITLE = "Feature Selection and Dualities in Maximum Entropy Discrimination", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "291--300" } @INPROCEEDINGS{Jirousek35.UAI-2000, AUTHOR = "Jirousek, Radim", TITLE = "Marginalization in Composed Probabilistic Models", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "301--308" } @INPROCEEDINGS{Kaci36.UAI-2000, AUTHOR = "Kaci, Souhila and Benferhat, Salem and Dubois, Didier and Prade, Henri", TITLE = "A Principled Analysis of Merging Operations in Possibilistic Logic", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "24--31" } @INPROCEEDINGS{Kearns37.UAI-2000, AUTHOR = "Kearns, Michael and Mansour, Yishay and Singh, Satinder", TITLE = "Fast Planning in Stochastic Games", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "309--316" } @INPROCEEDINGS{Kjærulff38.UAI-2000, AUTHOR = "Kjærulff, Uffe and van~der~Gaag, Linda C.", TITLE = "Making Sensitivity Analysis Computationally Efficient", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "317--325" } @INPROCEEDINGS{Koller39.UAI-2000, AUTHOR = "Koller, Daphne and Parr, Ron", TITLE = "Policy Iteration for Factored MDPs", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "326--334" } @INPROCEEDINGS{La_Mura40.UAI-2000, AUTHOR = "La~Mura, Pierfrancesco", TITLE = "Game Networks", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "335--342" } @INPROCEEDINGS{Larrañaga41.UAI-2000, AUTHOR = "Larrañaga, Pedro and Etxeberria, Ramon and Lozano, Jose A. and Peña, Jose M.", TITLE = "Combinatorial Optimization by Learning and Simulation of Bayesian", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "343--352" } @INPROCEEDINGS{Lu42.UAI-2000, AUTHOR = "Lu, Tsai-Ching and Druzdzel, Marek J. and Leong, Tze-Yun ", TITLE = "Causal Mechanism-based Model Construction", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "353--362" } @INPROCEEDINGS{Lukasiewicz43.UAI-2000, AUTHOR = "Lukasiewicz, Thomas", TITLE = "Credal Networks under Maximum Entropy", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "363--370" } @INPROCEEDINGS{McBurney44.UAI-2000, AUTHOR = "McBurney, Peter and Parsons, Simon", TITLE = "Risk Agoras: Dialectical Argumentation for Scientific Reasoning", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "371--379" } @INPROCEEDINGS{Meila45.UAI-2000, AUTHOR = "Meila, Marina and Jaakkola, Tommi S.", TITLE = "Tractable Bayesian Learning of Tree Belief Networks", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "380--388" } @INPROCEEDINGS{Milch46.UAI-2000, AUTHOR = "Milch, Brian and Koller, Daphne", TITLE = "Probabilistic Models for Agents' Beliefs and Decisions", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "389--396" } @INPROCEEDINGS{Moore47.UAI-2000, AUTHOR = "Moore, Andrew", TITLE = "The Anchors Hierachy: Using the triangle inequality to survive high dimensional data", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "397--405" } @INPROCEEDINGS{Ng48.UAI-2000, AUTHOR = "Ng, Andrew Y. and Jordan, Michael I.", TITLE = "PEGASUS: A Policy Search Method for Large MDPs and POMDPs", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "405--415" } @INPROCEEDINGS{Nielsen49.UAI-2000, AUTHOR = "Nielsen, Thomas D. and Jensen, Finn Verner", TITLE = "Representing and Solving Asymmetric Bayesian Decision Problems", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "416--425" } @INPROCEEDINGS{Nielsen50.UAI-2000, AUTHOR = "Nielsen, Thomas D. and Wuillemin, Pierre-Henri and Jensen, Finn Verner and Kjærulff, Uffe", TITLE = "Using ROBDDs for Inference in Bayesian Networks with Troubleshooting as an Example", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "426--435" } @INPROCEEDINGS{Nilsson51.UAI-2000, AUTHOR = "Nilsson, Dennis and Lauritzen, Steffen L.", TITLE = "Evaluating Influence Diagrams using LIMIDs", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "436--445" } @INPROCEEDINGS{Ortiz52.UAI-2000, AUTHOR = "Ortiz, Luis E. and Kaelbling, Leslie Pack", TITLE = "Adaptive Importance Sampling for Estimation in Structured Domains", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "446--454" } @INPROCEEDINGS{Paek53.UAI-2000, AUTHOR = "Paek, Tim and Horvitz, Eric J.", TITLE = "Conversation as Action Under Uncertainty", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "455--464" } @INPROCEEDINGS{Pavlov54.UAI-2000, AUTHOR = "Pavlov, Dmitry Y. and Mannila, Heikki and Smyth, Padhraic", TITLE = "Probabilistic Models for Query Approximation with Large Sparse Binary Datasets", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "465--472" } @INPROCEEDINGS{Pennock55.UAI-2000, AUTHOR = "Pennock, David M and Horvitz, Eric J. and Lawrence, Steve and Giles, C. Lee", TITLE = "Collaborative Filtering by Personality Diagnosis: A Hybrid Memory- and Model-Based Approach", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "473--480" } @INPROCEEDINGS{Pennock56.UAI-2000, AUTHOR = "Pennock, David M and Wellman, Michael P.", TITLE = "Compact Securities Markets for Pareto Optimal Reallocation of Risk", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "481--488" } @INPROCEEDINGS{Peshkin57.UAI-2000, AUTHOR = "Peshkin, Leonid and Kim, Kee-Eung and Meuleau, Nicolas and Kaelbling, Leslie Pack", TITLE = "Learning to Cooperate via Policy Search", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "489--496" } @INPROCEEDINGS{Poupart58.UAI-2000, AUTHOR = "Poupart, Pascal and Boutilier, Craig", TITLE = "Value-Directed Belief State Approximation for POMDPs", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "497--506" } @INPROCEEDINGS{Pynadath59.UAI-2000, AUTHOR = "Pynadath, David V. and Wellman, Michael P.", TITLE = "Probabilistic State-Dependent Grammars for Plan Recognition", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "507--514" } @INPROCEEDINGS{Renooij60.UAI-2000, AUTHOR = "Renooij, Silja and van~der~Gaag, Linda C. and Parsons, Simon and Green, Shaw", TITLE = "Pivotal Pruning of Trade-offs in QPNs", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "515--522" } @INPROCEEDINGS{Schuurmans61.UAI-2000, AUTHOR = "Schuurmans, Dale and Southey, Finnegan", TITLE = "Monte Carlo Inference via Greedy Importance Sampling", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "523--532" } @INPROCEEDINGS{Sebban62.UAI-2000, AUTHOR = "Sebban, Marc and Nock, Richard", TITLE = "Combining Feature and Prototype Pruning by Uncertainty Minimization", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "533-540" } @INPROCEEDINGS{Singh63.UAI-2000, AUTHOR = "Singh, Satinder and Kearns, Michael and Mansour, Yishay", TITLE = "Nash Convergence of Gradient Dynamics in Iterated General-Sum Games ", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "541--548" } @INPROCEEDINGS{Skaanning64.UAI-2000, AUTHOR = "Skaanning, Claus", TITLE = "A Knowledge Acquisition Tool for Bayesian-Network Troubleshooters", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "549--557" } @INPROCEEDINGS{Steck65.UAI-2000, AUTHOR = "Steck, Harald", TITLE = "On the Use of Skeletons when Learning in Bayesian Networks ", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "558--565" } @INPROCEEDINGS{Storkey66.UAI-2000, AUTHOR = "Storkey, Amos ", TITLE = "Dynamic Trees: A Structured Variational Method Giving Efficient Propagation Rules", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "566--573" } @INPROCEEDINGS{Teow67.UAI-2000, AUTHOR = "Teow, Loo-Nin and Loe, Kia-Fock ", TITLE = "An Uncertainty Framework for Classification", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "574--579" } @INPROCEEDINGS{Tian68.UAI-2000, AUTHOR = "Tian, Jin ", TITLE = "A Branch-and-Bound Algorithm for MDL Learning Bayesian Networks", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "580--588" } @INPROCEEDINGS{Tian69.UAI-2000, AUTHOR = "Tian, Jin and Pearl, Judea", TITLE = "Probabilities of Causation: Bounds and Identification", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "589--598" } @INPROCEEDINGS{Vaithyanathan70.UAI-2000, AUTHOR = "Vaithyanathan, Shivakumar and Dom, Byron E", TITLE = "Model-Based Hierarchical Clustering", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "599-608" } @INPROCEEDINGS{Vejnarova71.UAI-2000, AUTHOR = "Vejnarova, Jirina", TITLE = "Conditional Independence and Markov Properties in Possibility Theory", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "609--616" } @INPROCEEDINGS{Wang72.UAI-2000, AUTHOR = "Wang, Haiqin and Druzdzel, Marek J.", TITLE = "User Interface Tools for Navigation in Conditional Probability Tables and Graphical Elicitation of Probabilities in Bayesian Networks", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "617--625" } @INPROCEEDINGS{Wiegerinck73.UAI-2000, AUTHOR = "Wiegerinck, Wim", TITLE = "Variational Approximations between Mean Field Theory and the Junction Tree Algorithm", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "626--633" } @INPROCEEDINGS{Williamson74.UAI-2000, AUTHOR = "Williamson, David M and Almond, Russell and Mislevy, Robert", TITLE = "Model Criticism of Bayesian Networks with Latent Variables", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "634--643" } @INPROCEEDINGS{Wittig75.UAI-2000, AUTHOR = "Wittig, Frank and Jameson, Anthony", TITLE = "Exploiting Qualitative Knowledge in the Learning of Conditional Probabilities of Bayesian Networks", BOOKTITLE = "Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI-2000)", PUBLISHER = "Morgan Kaufmann Publishers", ADDRESS = "San Francisco, CA", YEAR = "2000", PAGES = "644--652" } @comment{dsl@sis.pitt.edu}