Haipeng Guo

Haipeng Guo, William H. Hsu: A machine learning approach to algorithm selection for NP\mathcal{NP} -hard optimization problems: a case study on the MPE problem. Annals OR 156(1): 61-82 (2007)

Haipeng Guo, William H. Hsu: A Learning-Based Algorithm Selection Meta-reasoner for the Real-Time MPE Problem. Australian Conference on Artificial Intelligence 2004: 307-318

Haipeng Guo, Prashanth R. Boddhireddy, William H. Hsu: An ACO Algorithm for the Most Probable Explanation Problem. Australian Conference on Artificial Intelligence 2004: 778-790

Haipeng Guo, William H. Hsu: GA-Hardness Revisited. GECCO 2003: 1584-1585

M. Brian Blake, Karen Zita Haigh, Henry Hexmoor, Rino Falcone, Leen-Kiat Soh, Chitta Baral, Sheila A. McIlraith, Piotr J. Gmytrasiewicz, Simon Parsons, Rainer Malaka, Antonio Krüger, Paolo Bouquet, Bill Smart, Koichi Kurumantani, Adam Pease, Michael Brenner, Marie desJardins, Ulrich Junker, James P. Delgrande, Jon Doyle, Francesca Rossi, Torsten Schaub, Carla P. Gomes, Toby Walsh, Haipeng Guo, Eric Horvitz, Nancy Ide, Christopher A. Welty, Frank D. Anger, Hans W. Guesgen, Gérard Ligozat: AAAI 2002 Workshops. AI Magazine 23(4): 113-121 (2002)

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

Haipeng Guo: A Bayesian Metareasoner for Algorithm Selection for Real-Time Bayesian Network Inference Problems. AAAI/IAAI 2002: 983

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

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