Best of Best系列（4）——AAAI

AAAI (Artificial Intelligence)(Average MAP score: 0.11)

AAAI (Artificial Intelligence) 2012 ( MAP score: 0.0 ) TOP

16 Search-Based Path Planning with Homotopy Class Constraints in 3D Subhrajit Bhattacharya, Maxim Likhachev, Vijay Kumar 5 A Parameterized Runtime Analysis of Evolutionary Algorithms for the Euclidean Traveling Salesperson Problem Andrew M. Sutton, Frank Neumann 5 Security Games for Controlling Contagion Jason Tsai, Thanh H. Nguyen, Milind Tambe BEST PAPER! Rank N/A Cited by N/A Document Summarization Based on Data Reconstruction Zhanying He, Chun Chen, Jiajun Bu, Can Wang, Lijun Zhang, Deng Cai, Xiaofei He BEST PAPER! Rank N/A Cited by N/A Learning SVM Classifiers with Indefinite Kernels Suicheng Gu, Yuhong Guo

AAAI (Artificial Intelligence) 2011 ( MAP score: 0.0 ) TOP

34 Transportability of Causal and Statistical Relations: A Formal Approach Judea Pearl, Elias Bareinboim 33 Understanding Natural Language Commands for Robotic Navigation and Mobile Manipulation Stefanie Tellex, Thomas Kollar, Steven Dickerson, Matthew R. Walter, Ashis Gopal Banerjee, Seth J. Teller, Nicholas Roy 27 Learning to Interpret Natural Language Navigation Instructions from Observations David L. Chen, Raymond J. Mooney BEST PAPER! Rank 5 Cited by 20 Complexity of and Algorithms for Borda Manipulation Jessica Davies, George Katsirelos, Nina Narodytska, Toby Walsh BEST PAPER! Rank 28 Cited by 10 Dynamic Resource Allocation in Conservation Planning Daniel Golovin, Andreas Krause, Beth Gardner, Sarah J. Converse, Steve Morey

AAAI (Artificial Intelligence) 2010 ( MAP score: 0.0 ) TOP

169 Toward an Architecture for Never-Ending Language Learning Andrew Carlson, Justin Betteridge, Bryan Kisiel, Burr Settles, Estevam R. Hruschka Jr., Tom M. Mitchell 42 Temporal Information Extraction Xiao Ling, Daniel S. Weld 39 Integrity Constraints in OWL Jiao Tao, Evren Sirin, Jie Bao, Deborah L. McGuinness BEST PAPER! Rank 26 Cited by 21 How Incomplete Is Your Semantic Web Reasoner? Giorgos Stoilos, Bernardo Cuenca Grau, Ian Horrocks BEST PAPER! Rank 26 Cited by 20 A Novel Transition Based Encoding Scheme for Planning as Satisfiability Ruoyun Huang, Yixin Chen, Weixiong Zhang

AAAI (Artificial Intelligence) 2008 ( MAP score: 0.0 ) TOP

135 Landmarks Revisited Silvia Richter, Malte Helmert, Matthias Westphal 127 Lifted First-Order Belief Propagation Parag Singla, Pedro Domingos 126 Simulation-Based Approach to General Game Playing Hilmar Finnsson, Yngvi Björnsson BEST PAPER! Rank 11 Cited by 63 How Good is Almost Perfect? Malte Helmert, Gabriele Röger BEST PAPER! Rank 87 Cited by 17 Optimal False-Name-Proof Voting Rules with Costly Voting Liad Wagman, Vincent Conitzer

AAAI (Artificial Intelligence) 2007 ( MAP score: 0.0 ) TOP

234 Deriving a Large-Scale Taxonomy from Wikipedia Simone Paolo Ponzetto, Michael Strube 128 Joint Inference in Information Extraction Hoifung Poon, Pedro Domingos 118 Automatic Algorithm Configuration Based on Local Search Frank Hutter, Holger H. Hoos, Thomas Stützle BEST PAPER! Rank 10 Cited by 77 PLOW: A Collaborative Task Learning Agent James F. Allen, Nathanael Chambers, George Ferguson, Lucian Galescu, Hyuckchul Jung, Mary D. Swift, William Taysom BEST PAPER! Rank 130 Cited by 16 Thresholded Rewards: Acting Optimally in Timed, Zero-Sum Games Colin McMillen, Manuela M. Veloso

AAAI (Artificial Intelligence) 2006 ( MAP score: 0.0 ) TOP

410 WikiRelate! Computing Semantic Relatedness Using Wikipedia Michael Strube, Simone Paolo Ponzetto 238 Corpus-based and Knowledge-based Measures of Text Semantic Similarity Rada Mihalcea, Courtney Corley, Carlo Strapparava 232 Learning Systems of Concepts with an Infinite Relational Model Charles Kemp, Joshua B. Tenenbaum, Thomas L. Griffiths, Takeshi Yamada, Naonori Ueda BEST PAPER! Rank 61 Cited by 41 Model Counting: A New Strategy for Obtaining Good Bounds Carla P. Gomes, Ashish Sabharwal, Bart Selman BEST PAPER! Rank 165 Cited by 14 Towards an Axiom System for Default Logic Gerhard Lakemeyer, Hector J. Levesque

AAAI (Artificial Intelligence) 2005 ( MAP score: 0.0 ) TOP

422 Activity Recognition from Accelerometer Data Nishkam Ravi, Nikhil Dandekar, Preetham Mysore, Michael L. Littman 279 DL-Lite: Tractable Description Logics for Ontologies Diego Calvanese, Giuseppe De Giacomo, Domenico Lembo, Maurizio Lenzerini, Riccardo Rosati 148 Controversial Users Demand Local Trust Metrics: An Experimental Study on Epinions.com Community Paolo Massa, Paolo Avesani BEST PAPER! Rank 73 Cited by 32 The Max Armed Bandit: A New Model of Exploration Applied to Search Heuristic Selection Vincent A. Cicirello, Stephen F. Smith

AAAI (Artificial Intelligence) 2004 ( MAP score: 0.28 ) TOP

744 WordNet: : Similarity - Measuring the Relatedness of Concepts Ted Pedersen, Siddharth Patwardhan, Jason Michelizzi BEST PAPER! Rank 2 Cited by 495 Learning and Inferring Transportation Routines Lin Liao, Dieter Fox, Henry A. Kautz 455 Mining Opinion Features in Customer Reviews Minqing Hu, Bing Liu

AAAI (Artificial Intelligence) 2002 ( MAP score: 0.0 ) TOP

1295 FastSLAM: A Factored Solution to the Simultaneous Localization and Mapping Problem Michael Montemerlo, Sebastian Thrun, Daphne Koller, Ben Wegbreit 766 Content-Boosted Collaborative Filtering for Improved Recommendations Prem Melville, Raymond J. Mooney, Ramadass Nagarajan 393 ASSAT: Computing Answer Sets of a Logic Program by SAT Solvers Fangzhen Lin, Yuting Zhao BEST PAPER! Rank 45 Cited by 53 On Computing all Abductive Explanations Thomas Eiter, Kazuhisa Makino

AAAI (Artificial Intelligence) 2000 ( MAP score: 0.0 ) TOP

1103 PROMPT: Algorithm and Tool for Automated Ontology Merging and Alignment Natalya Fridman Noy, Mark A. Musen 392 Coordination for Multi-Robot Exploration and Mapping Reid G. Simmons, David Apfelbaum, Wolfram Burgard, Dieter Fox, Mark Moors, Sebastian Thrun, Håkan L. S. Younes 375 Human-Level AI's Killer Application: Interactive Computer Games John E. Laird, Michael van Lent BEST PAPER! Rank 79 Cited by 45 The Game of Hex: An Automatic Theorem Proving Approach to Game Programming Vadim V. Anshelevich

AAAI (Artificial Intelligence) 1999 ( MAP score: 0.0 ) TOP

814 Monte Carlo Localization: Efficient Position Estimation for Mobile Robots Dieter Fox, Wolfram Burgard, Frank Dellaert, Sebastian Thrun 734 Combining Collaborative Filtering with Personal Agents for Better Recommendations Nathaniel Good, J. Ben Schafer, Joseph A. Konstan, Al Borchers, Badrul M. Sarwar, Jonathan L. Herlocker, John Riedl 651 Learning Dictionaries for Information Extraction by Multi-Level Bootstrapping Ellen Riloff, Rosie Jones BEST PAPER! Rank 57 Cited by 37 PROVERB: The Probabilistic Cruciverbalist Greg A. Keim, Noam M. Shazeer, Michael L. Littman, Sushant Agarwal, Catherine M. Cheves, Joseph Fitzgerald, Jason Grosland,Fan Jiang, Shannon Pollard, Karl Weinmeister

AAAI (Artificial Intelligence) 1998 ( MAP score: 0.0 ) TOP

725 Recommendation as Classification: Using Social and Content-Based Information in Recommendation Chumki Basu, Haym Hirsh, William W. Cohen 656 The Dynamics of Reinforcement Learning in Cooperative Multiagent Systems Caroline Claus, Craig Boutilier 607 Learning to Extract Symbolic Knowledge from the World Wide Web Mark Craven, Dan DiPasquo, Dayne Freitag, Andrew McCallum, Tom M. Mitchell, Kamal Nigam, Seán Slattery BEST PAPER! Rank 6 Cited by 440 The Interactive Museum Tour-Guide Robot Wolfram Burgard, Armin B. Cremers, Dieter Fox, Dirk Hähnel, Gerhard Lakemeyer, Dirk Schulz, Walter Steiner, Sebastian Thrun BEST PAPER! Rank 46 Cited by 80 Learning Evaluation Functions for Global Optimization and Boolean Satisfiability Justin A. Boyan, Andrew W. Moore BEST PAPER! Rank 128 Cited by 12 Acceleration Methods for Numeric CSPs Yahia Lebbah, Olivier Lhomme

AAAI (Artificial Intelligence) 1997 ( MAP score: 0.61 ) TOP

BEST PAPER! Rank 1 Cited by 520 Statistical Parsing with a Context-Free Grammar and Word Statistics Eugene Charniak 348 Evidence for Invariants in Local Search David A. McAllester, Bart Selman, Henry A. Kautz 296 Modeling Emotions and Other Motivations in Synthetic Agents Juan D. Velásquez BEST PAPER! Rank 26 Cited by 79 Building Concept Representations from Reusable Components Peter Clark, Bruce W. Porter BEST PAPER! Rank 33 Cited by 66 A Practical Algorithm for Finding Optimal Triangulations Kirill Shoikhet, Dan Geiger BEST PAPER! Rank 40 Cited by 57 Fast Context Switching in Real-Time Propositional Reasoning P. Pandurang Nayak, Brian C. Williams

AAAI (Artificial Intelligence) 1996 ( MAP score: 0.61 ) TOP

1225 Bagging, Boosting, and C4.5 J. Ross Quinlan BEST PAPER! Rank 1 Cited by 953 Pushing the Envelope: Planning, Propositional Logic and Stochastic Search Henry A. Kautz, Bart Selman 851 Syskill & Webert: Identifying Interesting Web Sites Michael J. Pazzani, Jack Muramatsu, Daniel Billsus 342 Embracing Causality in Specifying the Indeterminate Effects of Actions Fangzhen Lin BEST PAPER! Rank 51 Cited by 39 A Novel Application of Theory Refinement to Student Modeling Paul T. Baffes, Raymond J. Mooney BEST PAPER! Rank 55 Cited by 35 Verification of Knowledge Bases Based on Containment Checking Alon Y. Levy, Marie-Christine Rousset