Can Uncertainty Management be Realized in a Finite Totally Ordered Probability Algebra? - Yang Xiang 004; Michael P. Beddoes; David Poole 001 (UAI, 1989)

Exploring Localization in Bayesian Networks for Large Expert Systems. - Yang Xiang 004; David Poole 001; Michael P. Beddoes (UAI, 1992)

Multiply sectioned Bayesian networks for neuromuscular diagnosis. - Yang Xiang 004; B. Pant; Andrew Eisen; Michael P. Beddoes; David Poole 001 (Artif. Intell. Medicine, 1993)

Multiply Sectioned Bayesian Networks and Junction Forests for Large Knowledge-Based Systems. - Yang Xiang 004; David Poole 001; Michael P. Beddoes (Comput. Intell., 1993)

Optimization of Inter-Subnet Belief Updating in Multiply Sectioned Bayesian Networks. - Yang Xiang 004 (UAI, 1995)

Semantics of Multiply Selectioned Bayesian Networks for Cooperative Multi-agent Distributed Interpretation. - Yang Xiang 004 (AI, 1996)

A Probabilistic Framework for Cooperative Multi-Agent Distributed Interpretation and Optimization of Communication. - Yang Xiang 004 (Artif. Intell., 1996)

Exploring Parallelism in Learning Belief Networks. - Tongsheng Chu; Yang Xiang 004 (UAI, 1997)

Temporally Invariant Junction Tree for Inference in Dynamic Bayesian Network. - Yang Xiang 004 (Canadian AI, 1998)

Verification of DAG structures in cooperative belief network-based multiagent systems. - Yang Xiang 004 (Networks, 1998)

Temporally Invariant Junction Tree for Interference in Dynamic Bayesian Network. - Yang Xiang 004 (Artificial Intelligence Today, 1999)

Parallel Learning of Belief Networks in Large and Difficult Domains. - Yang Xiang 004; Tongsheng Chu (Data Min. Knowl. Discov., 1999)

Justifying Multiply Sectioned Bayesian Networks. - Yang Xiang 004; Victor R. Lesser (ICMAS, 2000)

Belief updating in multiply sectioned Bayesian networks without repeated local propagations. - Yang Xiang 004 (Int. J. Approx. Reason., 2000)

Local Score Computation in Learning Belief Networks. - Yang Xiang 004; J. Lee (AI, 2001)

Cooperative triangulation in MSBNs without revealing subnet structures. - Yang Xiang 004 (Networks, 2001)

Deborah Ann Stacey, Application of Bayesian Networks to Shopping Assistance. - Yang Xiang 004; Chenwen Ye (AI, 2002)

Editorial advances on uncertain reasoning in intelligent systems. - Eugene Santos; Yang Xiang 004 (IEEE Trans. Syst. Man Cybern. Part B, 2002)

Probabilistic Reasoning for Meal Planning in Intelligent Fridges. - Michael Janzen; Yang Xiang 004 (AI, 2003)

A Constructive Graphical Model Approach for Knowledge-Based Systems: A Vehicle Monitoring Case Study. - Yang Xiang 004; Victor R. Lesser (Comput. Intell., 2003)

Comparison of multiagent inference methods in multiply sectioned Bayesian networks. - Yang Xiang 004 (Int. J. Approx. Reason., 2003)

On the role of multiply sectioned Bayesian networks to cooperative multiagent systems. - Yang Xiang 004; Victor R. Lesser (IEEE Trans. Syst. Man Cybern. Part A, 2003)

A Decision-Theoretic Graphical Model for Collaborative Design on Supply Chains. - Yang Xiang 004; Junjiang Chen; Abhi Deshmukht (Canadian AI, 2004)

Package Planning with Graphical Models. - Yang Xiang 004; Michael Janzen (FLAIRS, 2004)

A computational framework for package planning. - Yang Xiang 004; Michael Janzen (Int. J. Knowl. Based Intell. Eng. Syst., 2006)

Planning in Multiagent Expedition with Collaborative Design Networks. - Yang Xiang 004; Franklin Hanshar (Canadian AI, 2007)

Multiagent Constraint Satisfaction with Multiply Sectioned Constraint Networks. - Yang Xiang 004; Wanling Zhang (Canadian AI, 2007)

A Decision Theoretic View on Choosing Heuristics for Discovery of Graphical Models. - Yang Xiang 004 (FLAIRS, 2007)

Tractable Optimal Multiagent Collaborative Design. - Yang Xiang 004 (IAT, 2007)

Distributed University Timetabling with Multiply Sectioned Constraint Networks. - Yang Xiang 004; Wanling Zhang (FLAIRS, 2008)

Building Intelligent Sensor Networks with Multiagent Graphical Models. - Yang Xiang 004 (Intelligent Decision Making: An AI-Based Approach, 2008)

Multiagent Bayesian Forecasting of Time Series with Graphical Models. - Yang Xiang 004; James Smith; Jeff Kroes (FLAIRS, 2009)

Pseudo-Independent Models and Decision Theoretic Knowledge Discovery. - Yang Xiang 004 (Encyclopedia of Data Warehousing and Mining, 2009)

Generalized Non-impeding Noisy-AND Trees. - Yang Xiang 004 (FLAIRS, 2010)

A. Darwiche, Modeling and Reasoning with Bayesian Networks , Cambridge (2009). - Yang Xiang 004 (Artif. Intell., 2010)

Comparison of tightly and loosely coupled decision paradigms in multiagent expedition. - Yang Xiang 004; Franklin Hanshar (Int. J. Approx. Reason., 2010)

Preface: Special Issue on Uncertain Reasoning. - Yang Xiang 004; Kevin Grant (J. Autom. Reason., 2010)

Partial Evaluation for Planning in Multiagent Expedition. - Yang Xiang 004; Franklin Hanshar (Canadian AI, 2011)

Multiagent bayesian forecasting of structural time-invariant dynamic systems with graphical models. - Yang Xiang 004; James Smith; Jeff Kroes (Int. J. Approx. Reason., 2011)

Multiagent Expedition with Graphical Models. - Yang Xiang 004; Franklin Hanshar (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2011)

Multiagent Decision by Partial Evaluation. - Yang Xiang 004; Franklin Hanshar (Canadian AI, 2012)

Non-impeding noisy-AND tree causal models over multi-valued variables. - Yang Xiang 004 (Int. J. Approx. Reason., 2012)

Boundary Set Based Existence Recognition and Construction of Hypertree Agent Organization. - Yang Xiang 004; Kamala Srinivasan (Canadian AI, 2013)

Construction of Privacy Preserving Hypertree Agent Organization as Distributed Maximum Spanning Tree. - Yang Xiang 004; Kamala Srinivasan (Canadian AI, 2013)

Distributed constraint satisfaction with multiply sectioned constraint networks. - Yang Xiang 004; Mohamed Younis; Wanling Zhang (Int. J. Inf. Decis. Sci., 2014)

Multiagent Decision Making in Collaborative Decision Networks by Utility Cluster Based Partial Evaluation. - Yang Xiang 004; Frank Hanshar (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2015)

Compression of General Bayesian Net CPTs. - Yang Xiang 004; Qian Jiang (Canadian AI, 2016)

Multiplicative Factorization of Multi-Valued NIN-AND Tree Models. - Yang Xiang 004; Yiting Jin (FLAIRS, 2016)

Compressing Bayes Net CPTs with Persistent Leaky Causes. - Yang Xiang 004; Qian Jiang (Probabilistic Graphical Models, 2016)

Privacy preserving existence recognition and construction of hypertree agent organization. - Yang Xiang 004; Kamala Srinivasan (Auton. Agents Multi Agent Syst., 2016)

Extraction of NAT Causal Structures Based on Bipartition. - Yang Xiang 004 (FLAIRS, 2017)

Fault Tolerant Direct NAT Structure Extraction from Pairwise Causal Interaction Patterns. - Yang Xiang 004 (SUM, 2017)

Efficient probabilistic inference in Bayesian networks with multi-valued NIN-AND tree local models. - Yang Xiang 004; Yiting Jin (Int. J. Approx. Reason., 2017)

Compressing Bayesian Networks: Swarm-Based Descent, Efficiency, and Posterior Accuracy. - Yang Xiang 004; Benjamin Baird (Canadian AI, 2018)

De-Causalizing NAT-Modeled Bayesian Networks for Inference Efficiency. - Yang Xiang 004; Dylan Loker (Canadian AI, 2018)

Privacy Sensitive Construction of Junction Tree Agent Organization for Multiagent Graphical Models. - Yang Xiang 004; Abdulrahman Alshememry (PGM, 2018)

NAT model-based compression of Bayesian network CPTs over multivalued variables. - Yang Xiang 004; Qian Jiang (Comput. Intell., 2018)

Direct causal structure extraction from pairwise interaction patterns in NAT modeling Bayesian networks. - Yang Xiang 004 (Int. J. Approx. Reason., 2019)

Privacy sensitive environment re-decomposition for junction tree agent organization construction. - Yang Xiang 004; Abdulrahman Alshememry (Auton. Agents Multi Agent Syst., 2020)

Constructing Junction Tree Agent Organization with Privacy. - Yang Xiang 004; Abdulrahman Alshememry (AAMAS, 2021)

Learning tractable NAT-modeled Bayesian networks. - Yang Xiang 004; Qian Wang (Ann. Math. Artif. Intell., 2021)

Trans-Causalizing NAT-Modeled Bayesian Networks. - Yang Xiang 004; Dylan Loker (IEEE Trans. Cybern., 2022)