Haipeng Guo - researchr alias

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2007

A machine learning approach to algorithm selection for ::::NP::::/mathcal{NP} -hard optimization problems: a case study on the MPE problemHaipeng Guo, William H. Hsu. anor, 156(1):61-82, 2007. [doi]

2004

An ACO Algorithm for the Most Probable Explanation ProblemHaipeng Guo, Prashanth R. Boddhireddy, William H. Hsu. ausai 2004: 778-790 [doi]

A Learning-Based Algorithm Selection Meta-reasoner for the Real-Time MPE ProblemHaipeng Guo, William H. Hsu. ausai 2004: 307-318 [doi]

2003

GA-Hardness RevisitedHaipeng Guo, William H. Hsu. gecco 2003: 1584-1585 [doi]

2002

A Bayesian Metareasoner for Algorithm Selection for Real-Time Bayesian Network Inference ProblemsHaipeng Guo. AAAI 2002: 983

A Genetic Algorithm for Tuning Variable Orderings in Bayesian Network Structure LearningHaipeng Guo, Benjamin B. Perry, Julie A. Stilson, William H. Hsu. AAAI 2002: 951-952

A Permutation Genetic Algorithm For Variable Ordering In Learning Bayesian Networks From DataWilliam H. Hsu, Haipeng Guo, Benjamin B. Perry, Julie A. Stilson. gecco 2002: 383-390

2000

Genetic Algorithms for Reformulation of Large-Scale KDD Problems with Many Irrelevant AttributesWilliam H. Hsu, Yuhong Cheng, Haipeng Guo, Steven M. Gustafson. gecco 2000: 1081