Yang Xiang

Publication Activity (10 Years)

Years Active: 1989-2022
Publications (10 Years): 15

Top Topics

Structure Extraction

Bayesian Networks

Privacy Preserving

Top Venues

Canadian Conference on AI

Int. J. Approx. Reason.

Auton. Agents Multi Agent Syst.

Publications

Yang Xiang, Dylan Loker
Trans-Causalizing NAT-Modeled Bayesian Networks. IEEE Trans. Cybern. 52 (5) (2022)
Yang Xiang, Qian Wang
Learning tractable NAT-modeled Bayesian networks. Ann. Math. Artif. Intell. 89 (10-11) (2021)
Yang Xiang, Abdulrahman Alshememry
Constructing Junction Tree Agent Organization with Privacy. AAMAS (2021)
Yang Xiang, Abdulrahman Alshememry
Privacy sensitive environment re-decomposition for junction tree agent organization construction. Auton. Agents Multi Agent Syst. 34 (1) (2020)
Yang Xiang
Direct causal structure extraction from pairwise interaction patterns in NAT modeling Bayesian networks. Int. J. Approx. Reason. 105 (2019)
Yang Xiang, Qian Jiang
NAT model-based compression of Bayesian network CPTs over multivalued variables. Comput. Intell. 34 (1) (2018)
Yang Xiang, Abdulrahman Alshememry
Privacy Sensitive Construction of Junction Tree Agent Organization for Multiagent Graphical Models. PGM (2018)
Yang Xiang
Fault Tolerant Direct NAT Structure Extraction from Pairwise Causal Interaction Patterns. SUM (2017)
Yang Xiang
Extraction of NAT Causal Structures Based on Bipartition. FLAIRS Conference (2017)
Yang Xiang, Yiting Jin
Efficient probabilistic inference in Bayesian networks with multi-valued NIN-AND tree local models. Int. J. Approx. Reason. 87 (2017)
Yang Xiang, Qian Jiang
Compressing Bayes Net CPTs with Persistent Leaky Causes. Probabilistic Graphical Models (2016)
Yang Xiang, Yiting Jin
Multiplicative Factorization of Multi-Valued NIN-AND Tree Models. FLAIRS Conference (2016)
Yang Xiang, Qian Jiang
Compression of General Bayesian Net CPTs. Canadian Conference on AI (2016)
Yang Xiang, Kamala Srinivasan
Privacy preserving existence recognition and construction of hypertree agent organization. Auton. Agents Multi Agent Syst. 30 (2) (2016)
Yang Xiang, Frank Hanshar
Multiagent Decision Making in Collaborative Decision Networks by Utility Cluster Based Partial Evaluation. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 23 (2) (2015)
Yang Xiang, Mohamed Younis, Wanling Zhang
Distributed constraint satisfaction with multiply sectioned constraint networks. Int. J. Inf. Decis. Sci. 6 (2) (2014)
Yang Xiang, Michael P. Beddoes, David L. Poole
Can Uncertainty Management be Realized in a Finite Totally Ordered Probability Algebra? CoRR (2013)
Yang Xiang
Optimization of Inter-Subnet Belief Updating in Multiply Sectioned Bayesian Networks CoRR (2013)
Tongsheng Chu, Yang Xiang
Exploring Parallelism in Learning Belief Networks CoRR (2013)
Yang Xiang, Kamala Srinivasan
Construction of Privacy Preserving Hypertree Agent Organization as Distributed Maximum Spanning Tree. Canadian Conference on AI (2013)
Yang Xiang, David L. Poole, Michael P. Beddoes
Exploring Localization in Bayesian Networks for Large Expert Systems CoRR (2013)
Yang Xiang, Kamala Srinivasan
Boundary Set Based Existence Recognition and Construction of Hypertree Agent Organization. Canadian Conference on AI (2013)
Yang Xiang, Franklin Hanshar
Multiagent Decision by Partial Evaluation. Canadian Conference on AI (2012)
Yang Xiang
Non-impeding noisy-AND tree causal models over multi-valued variables. Int. J. Approx. Reason. 53 (7) (2012)
Yang Xiang, Franklin Hanshar
Multiagent Expedition with Graphical Models. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 19 (6) (2011)
Yang Xiang, Franklin Hanshar
Partial Evaluation for Planning in Multiagent Expedition. Canadian Conference on AI (2011)
Yang Xiang, James Smith, Jeff Kroes
Multiagent bayesian forecasting of structural time-invariant dynamic systems with graphical models. Int. J. Approx. Reason. 52 (7) (2011)
Yang Xiang, Kevin Grant
Preface: Special Issue on Uncertain Reasoning. J. Autom. Reason. 45 (1) (2010)
Yang Xiang
A. Darwiche, Modeling and Reasoning with Bayesian Networks , Cambridge (2009). Artif. Intell. 174 (2) (2010)
Yang Xiang
Generalized Non-impeding Noisy-AND Trees. FLAIRS Conference (2010)
Yang Xiang, Franklin Hanshar
Comparison of tightly and loosely coupled decision paradigms in multiagent expedition. Int. J. Approx. Reason. 51 (5) (2010)
Yang Xiang, James Smith, Jeff Kroes
Multiagent Bayesian Forecasting of Time Series with Graphical Models. FLAIRS Conference (2009)
Yang Xiang, Wanling Zhang
Distributed University Timetabling with Multiply Sectioned Constraint Networks. FLAIRS Conference (2008)
Yang Xiang, Wanling Zhang
Multiagent Constraint Satisfaction with Multiply Sectioned Constraint Networks. Canadian Conference on AI (2007)
Yang Xiang, Franklin Hanshar
Planning in Multiagent Expedition with Collaborative Design Networks. Canadian Conference on AI (2007)
Yang Xiang
A Decision Theoretic View on Choosing Heuristics for Discovery of Graphical Models. FLAIRS Conference (2007)
Yang Xiang
Tractable Optimal Multiagent Collaborative Design. IAT (2007)
Yang Xiang, Michael Janzen
A computational framework for package planning. Int. J. Knowl. Based Intell. Eng. Syst. 10 (2) (2006)
Yang Xiang, Michael Janzen
Package Planning with Graphical Models. FLAIRS Conference (2004)
Yang Xiang, Junjiang Chen, Abhi Deshmukht
A Decision-Theoretic Graphical Model for Collaborative Design on Supply Chains. Canadian Conference on AI (2004)
Yang Xiang
Comparison of multiagent inference methods in multiply sectioned Bayesian networks. Int. J. Approx. Reason. 33 (3) (2003)
Yang Xiang, Victor R. Lesser
A Constructive Graphical Model Approach for Knowledge-Based Systems: A Vehicle Monitoring Case Study. Comput. Intell. 19 (3) (2003)
Yang Xiang, Victor R. Lesser
On the role of multiply sectioned Bayesian networks to cooperative multiagent systems. IEEE Trans. Syst. Man Cybern. Part A 33 (4) (2003)
Michael Janzen, Yang Xiang
Probabilistic Reasoning for Meal Planning in Intelligent Fridges. Canadian Conference on AI (2003)
Eugene Santos, Yang Xiang
Editorial advances on uncertain reasoning in intelligent systems. IEEE Trans. Syst. Man Cybern. Part B 32 (1) (2002)
Yang Xiang, Chenwen Ye
Deborah Ann Stacey, Application of Bayesian Networks to Shopping Assistance. Canadian Conference on AI (2002)
Yang Xiang, J. Lee
Local Score Computation in Learning Belief Networks. Canadian Conference on AI (2001)
Yang Xiang
Cooperative triangulation in MSBNs without revealing subnet structures. Networks 37 (1) (2001)
Yang Xiang, Victor R. Lesser
Justifying Multiply Sectioned Bayesian Networks. ICMAS (2000)
Yang Xiang
Belief updating in multiply sectioned Bayesian networks without repeated local propagations. Int. J. Approx. Reason. 23 (1) (2000)
Yang Xiang, Tongsheng Chu
Parallel Learning of Belief Networks in Large and Difficult Domains. Data Min. Knowl. Discov. 3 (3) (1999)
Yang Xiang
Temporally Invariant Junction Tree for Inference in Dynamic Bayesian Network. Canadian Conference on AI (1998)
Yang Xiang
Verification of DAG structures in cooperative belief network-based multiagent systems. Networks 31 (3) (1998)
Tongsheng Chu, Yang Xiang
Exploring Parallelism in Learning Belief Networks. UAI (1997)
Yang Xiang
Semantics of Multiply Selectioned Bayesian Networks for Cooperative Multi-agent Distributed Interpretation. Canadian Conference on AI (1996)
Yang Xiang
A Probabilistic Framework for Cooperative Multi-Agent Distributed Interpretation and Optimization of Communication. Artif. Intell. 87 (1-2) (1996)
Yang Xiang
Optimization of Inter-Subnet Belief Updating in Multiply Sectioned Bayesian Networks. UAI (1995)
Yang Xiang, B. Pant, A. Eisen, Michael P. Beddoes, David Poole
Multiply sectioned Bayesian networks for neuromuscular diagnosis. Artif. Intell. Medicine 5 (4) (1993)
Yang Xiang, David Poole, Michael P. Beddoes
Multiply Sectioned Bayesian Networks and Junction Forests for Large Knowledge-Based Systems. Comput. Intell. 9 (1993)
Yang Xiang, David Poole, Michael P. Beddoes
Exploring Localization in Bayesian Networks for Large Expert Systems. UAI (1992)
Yang Xiang, Michael P. Beddoes, David Poole
Can Uncertainty Management be Realized in a Finite Totally Ordered Probability Algebra? UAI (1989)