Contents Volume 28, 2007 Cutset Sampling for Bayesian Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 B. Bidyuk and R. Dechter The Strategy-Proofness Landscape of Merging . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 49 P. Everaere, S. Konieczny, and P. Marquis Generating Hard Satisfiable Formulas by Hiding Solutions Deceptively . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 107 H. Jia, C. Moore and D. Strain Marvin: A Heuristic Search Planner with Online Macro-Action Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 119 A. I. Coles and A. J. Smith Junta Distributions and the Average-Case Complexity of Manipulating Elections A. D. Procaccia and J. S. Rosenschein . . . . . . . . . . . . . . . . . . . . . . 157 Proactive Algorithms for Job Shop Scheduling with Probabilistic Durations . . . . . . . . . . . . . . . . . . . . . . . . . . . 183 J. C. Beck and N. Wilson Auctions with Severely Bounded Communication . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 233 L. Blumrosen, N. Nisan, and I. Segal Anytime Heuristic Search . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 267 E. A. Hansen and R. Zhou Supporting Temporal Reasoning by Mapping Calendar Expressions to Minimal Periodic Sets . . . . . . . . . . . . 299 C. Bettini, S. Mascetti, and X. S. Wang Closed-Loop Learning of Visual Control Policies . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 349 S. R. Jodogne and J. H. Piater Bin Completion Algorithms for Multicontainer Packing, Knapsack, and Covering Problems . . . . . . . . . . . . . 393 A. S. Fukunaga and R. E. Korf Discovering Classes of Strongly Equivalent Logic Programs . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 431 F. Lin and Y. Chen Abstract Reasoning for Planning and Coordination . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 453 B. J. Clement, E. H. Durfee, and A. C. Barrett Consistency and Random Constraint Satisfaction Models . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 517 Y. Gao and J. Culberson Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 559 J ournal of Artificial Intelligence Research AN INTERNATIONAL ELECTRONIC AND PRINT JOURNAL Editors and Staff, 2007 Michael Wooldridge Shlomo Zilberstein Editor-in-Chief Toby Walsh Editorial Board Associate Editor-in-Chief Adnan Darwiche Associate Editors Ronen Brafman Claire Cardie Max Chickering Nello Cristianini James Cussens Rina Dechter Ed Durfee Boi Faltings Lise Getoor Russell Greiner Thorsten Joachims Subbarao Kambhampati Sven Koenig Maurizio Lenzerini Fangzhen Lin Derek Long Sridhar Mahadevan Daniel Marcu Francesca Rossi Dan Roth Yoav Shoham Satinder Singh Eyal Amir Christian Bessiere Mark Boddy Chris Brew Marco Cadoli Michael Collins Diane Cook Mark Craven James Delgrande Marie DesJardins Jurgen Dix Carmel Domshlak Marek Druzdzel Giuseppe DeGiacomo Peter Flach Eibe Frank Johannes Fuernkranz Linda van der Gaag Lise Getoor Zoubin Ghahramani Enrico Giunchiglia Piotr Gmytrasiewicz Eric Hansen Joerg Hoffmann Thomas Hoffmann Holger Hoos Nathalie Japkowicz Phillipe Laborie Piero La Mura Mirella Lapata Lillian Lee Kevin Leyton-Brown Stan Matwin Chris Meek Leora Morgenstern David Musliner Andrew Ng Ilkka Niemela Illah Nourbakhsh Tim Oates Kemal Oflazer David Parkes David Pynadath Jussi Rintanen Nick Roy Wheeler Ruml Michael Thielscher Mirek Truszcynski Ioannis Tsamardinos Gerard Verfaillie Mary-Anne Williams Dit-Yan Yeung Neil Yorke-Smith Weixiong Zhang Carla Brodley Walter Daelemans Luc De Raedt Pedro Domingos Thomas Eiter Maria Fox Alon Halevy Tad Hogg Daphne Koller Gerhard Lakemeyer Paolo Liberatore Michael Littman Steven Minton Martha Pollack David Poole David Smith Diana Spears Milind Tambe Michael Wellman Makoto Yokoo Nevin Zhang Advisory Board Lillian Bluestein Managing Editor Steven Minton Special Projects Moshe Tennenholtz Production Supervisor Fahiem Bacchus Peter Bartlett About JAIR Subscriptions JAIR's editorial board is dedicated to the rapid dissemination of important research results to the global AI community. 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