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24th AAAI 2010: Atlanta, Georgia, USA
- Maria Fox, David Poole:
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2010, Atlanta, Georgia, USA, July 11-15, 2010. AAAI Press 2010
Constraints, Satisfiability, and Search
- Carlos Ansótegui, Maria Luisa Bonet, Jordi Levy:
A New Algorithm for Weighted Partial MaxSAT. 3-8 - Ignacio Araya, Gilles Trombettoni, Bertrand Neveu:
Exploiting Monotonicity in Interval Constraint Propagation. 9-14 - Gilles Audemard, George Katsirelos, Laurent Simon:
A Restriction of Extended Resolution for Clause Learning SAT Solvers. 15-20 - Russell Bent, Alan Berscheid, G. Loren Toole:
Transmission Network Expansion Planning with Simulation Optimization. 21-26 - Christian Bessiere, George Katsirelos, Nina Narodytska, Claude-Guy Quimper, Toby Walsh:
Propagating Conjunctions of AllDifferent Constraints. 27-32 - Teresa Maria Breyer, Richard E. Korf:
Independent Additive Heuristics Reduce Search Multiplicatively. 33-38 - Teresa Maria Breyer, Richard E. Korf:
1.6-Bit Pattern Databases. 39-44 - Shaowei Cai, Kaile Su, Qingliang Chen:
EWLS: A New Local Search for Minimum Vertex Cover. 45-50 - Patrick Eyerich, Thomas Keller, Malte Helmert:
High-Quality Policies for the Canadian Traveler's Problem. 51-58 - Ariel Felner, Carsten Moldenhauer, Nathan R. Sturtevant, Jonathan Schaeffer:
Single-Frontier Bidirectional Search. 59-64 - Fedor V. Fomin, Daniel Lokshtanov, Venkatesh Raman, Saket Saurabh:
Fast Local Search Algorithm for Weighted Feedback Arc Set in Tournaments. 65-70 - Alexandra Goultiaeva, Fahiem Bacchus:
Exploiting QBF Duality on a Circuit Representation. 71-76 - Marijn Heule, Toby Walsh:
Symmetry in Solutions. 77-82 - Eric Huang, Richard E. Korf:
Optimal Rectangle Packing on Non-Square Benchmarks. 83-88 - Ruoyun Huang, Yixin Chen, Weixiong Zhang:
A Novel Transition Based Encoding Scheme for Planning as Satisfiability. 89-94 - Tomoyuki Kaneko:
Parallel Depth First Proof Number Search. 95-100 - Shant Karakashian, Robert J. Woodward, Christopher G. Reeson, Berthe Y. Choueiry, Christian Bessiere:
A First Practical Algorithm for High Levels of Relational Consistency. 101-107 - Akihiro Kishimoto:
Dealing with Infinite Loops, Underestimation, and Overestimation of Depth-First Proof-Number Search. 108-113 - Bradford John Larsen, Ethan Burns, Wheeler Ruml, Robert Holte:
Searching Without a Heuristic: Efficient Use of Abstraction. 114-120 - Jimmy Ho-Man Lee, Ka Lun Leung:
A Stronger Consistency for Soft Global Constraints in Weighted Constraint Satisfaction. 121-127 - Chu Min Li, Zhe Quan:
An Efficient Branch-and-Bound Algorithm Based on MaxSAT for the Maximum Clique Problem. 128-133 - Jeffrey Richard Long, Nathan R. Sturtevant, Michael Buro, Timothy Furtak:
Understanding the Success of Perfect Information Monte Carlo Sampling in Game Tree Search. 134-140 - Yuri Malitsky, Meinolf Sellmann, Radoslaw Szymanek:
Filtering Bounded Knapsack Constraints in Expected Sublinear Time. 141-146 - Alex Nash, Sven Koenig, Craig A. Tovey:
Lazy Theta*: Any-Angle Path Planning and Path Length Analysis in 3D. 147-154 - Nir Pochter, Aviv Zohar, Jeffrey S. Rosenschein, Ariel Felner:
Search Space Reduction Using Swamp Hierarchies. 155-160 - Anika Schumann, Jinbo Huang, Martin Sachenbacher:
Computing Cost-Optimal Definitely Discriminating Tests. 161-166 - Bryan Silverthorn, Risto Miikkulainen:
Latent Class Models for Algorithm Portfolio Methods. 167-172 - Trevor Scott Standley:
Finding Optimal Solutions to Cooperative Pathfinding Problems. 173-178 - David H. Stern, Horst Samulowitz, Ralf Herbrich, Thore Graepel, Luca Pulina, Armando Tacchella:
Collaborative Expert Portfolio Management. 179-184 - Roni Stern, Tamar Kulberis, Ariel Felner, Robert Holte:
Using Lookaheads with Optimal Best-First Search. 185-190 - Dejian Tu, Songshan Guo, Hu Qin, Wee-Chong Oon, Andrew Lim:
The Tree Representation of Feasible Solutions for the TSP with Pickup and Delivery and LIFO Loading. 191-196 - Suguru Ueda, Atsushi Iwasaki, Makoto Yokoo, Marius-Calin Silaghi, Katsutoshi Hirayama, Toshihiro Matsui:
Coalition Structure Generation based on Distributed Constraint Optimization. 197-203 - Michael Veksler, Ofer Strichman:
A Proof-Producing CSP Solver. 204-209 - Lin Xu, Holger H. Hoos, Kevin Leyton-Brown:
Hydra: Automatically Configuring Algorithms for Portfolio-Based Selection. 210-216 - Junping Zhou, Minghao Yin, Chunguang Zhou:
New Worst-Case Upper Bound for #2-SAT and #3-SAT with the Number of Clauses as the Parameter. 217-222
Knowledge-Based Information Systems
- Bin Cao, Dou Shen, Kuansan Wang, Qiang Yang:
Clickthrough Log Analysis by Collaborative Ranking. 224-229 - Weike Pan, Evan Wei Xiang, Nathan Nan Liu, Qiang Yang:
Transfer Learning in Collaborative Filtering for Sparsity Reduction. 230-235 - Vincent Wenchen Zheng, Bin Cao, Yu Zheng, Xing Xie, Qiang Yang:
Collaborative Filtering Meets Mobile Recommendation: A User-Centered Approach. 236-241
Knowledge Representation and Reasoning
- Alessandro Artale, Roman Kontchakov, Vladislav Ryzhikov, Michael Zakharyaschev:
Past and Future of DL-Lite. 243-248 - Vernon Asuncion, Fangzhen Lin, Yan Zhang, Yi Zhou:
Ordered Completion for First-Order Logic Programs on Finite Structures. 249-254 - Vaishak Belle, Gerhard Lakemeyer:
Reasoning about Imperfect Information Games in the Epistemic Situation Calculus. 255-260 - Meghyn Bienvenu, Hélène Fargier, Pierre Marquis:
Knowledge Compilation in the Modal Logic S5. 261-266 - Ronen I. Brafman, Yagil Engel:
Decomposed Utility Functions and Graphical Models for Reasoning about Preferences. 267-272 - Gerhard Brewka, Miroslaw Truszczynski, Stefan Woltran:
Representing Preferences Among Sets. 273-278 - Diego Calvanese, Giuseppe De Giacomo, Maurizio Lenzerini, Moshe Y. Vardi:
Node Selection Query Languages for Trees. 279-284 - Yin Chen, Yan Zhang, Yi Zhou:
First-Order Indefinability of Answer Set Programs on Finite Structures. 285-290 - Ernest Davis:
Ontologies and Representations of Matter. 291-296 - Giuseppe De Giacomo, Paolo Felli, Fabio Patrizi, Sebastian Sardiña:
Two-Player Game Structures for Generalized Planning and Agent Composition. 297-302 - Thomas Eiter, Wolfgang Faber, Mushthofa Mushthofa:
Space Efficient Evaluation of ASP Programs with Bounded Predicate Arities. 303-308 - Joohyung Lee, Ravi Palla:
Situation Calculus as Answer Set Programming. 309-314 - Jason Jingshi Li, Jochen Renz:
In Defense of Large Qualitative Calculi. 315-320 - Sanjiang Li, Weiming Liu:
Topological Relations between Convex Regions. 321-326 - Yongmei Liu, Bing Li:
Automated Program Debugging Via Multiple Predicate Switching. 327-332 - Jianbing Ma, Weiru Liu, Salem Benferhat:
A Belief Revision Framework for Revising Epistemic States with Partial Epistemic States. 333-338 - Jianbing Ma, Weiru Liu, Anthony Hunter:
Inducing Probability Distributions from Knowledge Bases with (In)dependence Relations. 339-344 - Thammanit Pipatsrisawat, Adnan Darwiche:
A Lower Bound on the Size of Decomposable Negation Normal Form. 345-350 - Yuan Ren, Jeff Z. Pan, Yuting Zhao:
Soundness Preserving Approximation for TBox Reasoning. 351-356 - Ganesh Ram Santhanam, Samik Basu, Vasant G. Honavar:
Dominance Testing via Model Checking. 357-362 - Steven Schockaert, Henri Prade:
An Inconsistency-Tolerant Approach to Information Merging Based on Proposition Relaxation. 363-368 - Zhe Wang, Kewen Wang, Rodney W. Topor:
A New Approach to Knowledge Base Revision in DL-Lite. 369-374 - Heng Zhang, Mingsheng Ying:
Decidable Fragments of First-Order Language Under Stable Model Semantics and Circumscription. 375-380
Machine Learning
- Saeed Amizadeh, Milos Hauskrecht:
Latent Variable Model for Learning in Pairwise Markov Networks. 382-387 - Javad Azimi, Xiaoli Z. Fern, Alan Fern, Elizabeth Burrows, Frank Chaplen, Yanzhen Fan, Hong Liu, Jun Jaio, Rebecca Schaller:
Myopic Policies for Budgeted Optimization with Constrained Experiments. 388-393 - Sumit Basu, Danyel Fisher, Steven Mark Drucker, Hao Lu:
Assisting Users with Clustering Tasks by Combining Metric Learning and Classification. 394-400 - Will Bridewell, Ljupco Todorovski:
The Induction and Transfer of Declarative Bias. 401-406 - Bin Cao, Sinno Jialin Pan, Yu Zhang, Dit-Yan Yeung, Qiang Yang:
Adaptive Transfer Learning. 407-412 - Chun Chen, Zhengguang Chen, Jiajun Bu, Can Wang, Lijun Zhang, Cheng Zhang:
G-Optimal Design with Laplacian Regularization. 413-418 - Shuo Chen, Jianwen Zhang, Guangyun Chen, Changshui Zhang:
What if the Irresponsible Teachers Are Dominating? 419-424 - Xi Chen, Yan Liu, Han Liu, Jaime G. Carbonell:
Learning Spatial-Temporal Varying Graphs with Applications to Climate Data Analysis. 425-430 - Cassio P. de Campos, Qiang Ji:
Properties of Bayesian Dirichlet Scores to Learn Bayesian Network Structures. 431-436 - Eric Eaton, Gary Holness, Daniel McFarlane:
Interactive Learning Using Manifold Geometry. 437-443 - Kun Gai, Changshui Zhang:
Learning Discriminative Piecewise Linear Models with Boundary Points. 444-450 - Xin Geng, Kate Smith-Miles, Zhi-Hua Zhou:
Facial Age Estimation by Learning from Label Distributions. 451-456 - Sepp Hartung, Jiong Guo, Christian Komusiewicz, Rolf Niedermeier, Johannes Uhlmann:
Exact Algorithms and Experiments for Hierarchical Tree Clustering. 457-462 - Zhen Guo, Shenghuo Zhu, Zhongfei Zhang, Yun Chi, Yihong Gong:
A Topic Model for Linked Documents and Update Rules for its Estimation. 463-468 - Yahong Han, Fei Wu, Jinzhu Jia, Yueting Zhuang, Bin Yu:
Multi-Task Sparse Discriminant Analysis (MtSDA) with Overlapping Categories. 469-474 - Ran He, Bao-Gang Hu, Wei-Shi Zheng, Yanqing Guo:
Two-Stage Sparse Representation for Robust Recognition on Large-Scale Database. 475-480 - Kshitij Judah, Saikat Roy, Alan Fern, Thomas G. Dietterich:
Reinforcement Learning Via Practice and Critique Advice. 481-486 - Hassan Khosravi, Oliver Schulte, Tong Man, Xiaoyuan Xu, Bahareh Bina:
Structure Learning for Markov Logic Networks with Many Descriptive Attributes. 487-493 - Mayank Lahiri, Manuel Cebrián:
The Genetic Algorithm as a General Diffusion Model for Social Networks. 494-499 - Yufeng Li, James T. Kwok, Zhi-Hua Zhou:
Cost-Sensitive Semi-Supervised Support Vector Machine. 500-505 - Haifeng Liu, Zhaohui Wu:
Non-Negative Matrix Factorization with Constraints. 506-511 - Jialu Liu, Deng Cai, Xiaofei He:
Gaussian Mixture Model with Local Consistency. 512-517 - Wei Liu, Xinmei Tian, Dacheng Tao, Jianzhuang Liu:
Constrained Metric Learning Via Distance Gap Maximization. 518-524 - Yang Liu, Yan Liu, Keith C. C. Chan:
Multilinear Maximum Distance Embedding Via L1-Norm Optimization. 525-530 - Marc E. Maier, Brian J. Taylor, Hüseyin Oktay, David D. Jensen:
Learning Causal Models of Relational Domains. 531-538 - Yadong Mu, Shuicheng Yan:
Non-Metric Locality-Sensitive Hashing. 539-544 - Michael J. Paul, Roxana Girju:
A Two-Dimensional Topic-Aspect Model for Discovering Multi-Faceted Topics. 545-550 - Wei Ping, Ye Xu, Kexin Ren, Chi-Hung Chi, Furao Shen:
Non-I.I.D. Multi-Instance Dimensionality Reduction by Learning a Maximum Bag Margin Subspace. 551-556 - Stefan Pintilie, Ali Ghodsi:
Conformal Mapping by Computationally Efficient Methods. 557-562 - Ian Porteous, Arthur U. Asuncion, Max Welling:
Bayesian Matrix Factorization with Side Information and Dirichlet Process Mixtures. 563-568 - Buyue Qian, Ian Davidson:
Semi-Supervised Dimension Reduction for Multi-Label Classification. 569-574 - Bin Shen, Luo Si:
Non-Negative Matrix Factorization Clustering on Multiple Manifolds. 575-580 - Yangqiu Song, Shimei Pan, Shixia Liu, Furu Wei, Michelle X. Zhou, Weihong Qian:
Constrained Coclustering for Textual Documents. 581-586 - Yu-Yin Sun, Michael K. Ng, Zhi-Hua Zhou:
Multi-Instance Dimensionality Reduction. 587-592 - Yu-Yin Sun, Yin Zhang, Zhi-Hua Zhou:
Multi-Label Learning with Weak Label. 593-598 - Qing Tan, Qing He, Zhongzhi Shi:
Nonparametric Curve Extraction Based on Ant Colony System. 599-604 - Joel Veness, Kee Siong Ng, Marcus Hutter, David Silver:
Reinforcement Learning via AIXI Approximation. 605-611 - Thomas J. Walsh, Sergiu Goschin, Michael L. Littman:
Integrating Sample-Based Planning and Model-Based Reinforcement Learning. 612-617 - Hua Wang, Heng Huang, Chris H. Q. Ding:
Discriminant Laplacian Embedding. 618-623 - Aaron Wilson, Alan Fern, Prasad Tadepalli
:
Bayesian Policy Search for Multi-Agent Role Discovery. 624-629 - Danny Wyatt, Tanzeem Choudhury, Jeff A. Bilmes:
Discovering Long Range Properties of Social Networks with Multi-Valued Time-Inhomogeneous Models. 630-636 - Zenglin Xu, Rong Jin, Shenghuo Zhu, Michael R. Lyu, Irwin King:
Smooth Optimization for Effective Multiple Kernel Learning. 637-642 - Makoto Yamada, Masashi Sugiyama:
Dependence Minimizing Regression with Model Selection for Non-Linear Causal Inference under Non-Gaussian Noise. 643-648 - Yi Yang, Feiping Nie, Shiming Xiang, Yueting Zhuang, Wenhua Wang:
Local and Global Regressive Mapping for Manifold Learning with Out-of-Sample Extrapolation. 649-654 - Jianwen Zhang, Changshui Zhang:
Multitask Bregman Clustering. 655-660 - Yan-Ming Zhang, Yu Zhang, Dit-Yan Yeung, Cheng-Lin Liu, Xinwen Hou:
Transductive Learning on Adaptive Graphs. 661-666 - Yi Zhang:
Multi-Task Active Learning with Output Constraints. 667-672 - Zheng Zhao, Lei Wang, Huan Liu:
Efficient Spectral Feature Selection with Minimum Redundancy. 673-678 - Guoqiang Zhong, Wu-Jun Li, Dit-Yan Yeung, Xinwen Hou, Cheng-Lin Liu:
Gaussian Process Latent Random Field. 679-684
Multiagent Systems
- Alon Altman, Robert Kleinberg:
Nonmanipulable Randomized Tournament Selections. 686-690 - Itai Ashlagi, Moshe Tennenholtz, Aviv Zohar:
Competing Schedulers. 691-696 - Yoram Bachrach, Nadja Betzler, Piotr Faliszewski:
Probabilistic Possible Winner Determination. 697-702 - Yoram Bachrach, Reshef Meir, Kyomin Jung, Pushmeet Kohli:
Coalitional Structure Generation in Skill Games. 703-708 - Ronen I. Brafman, Carmel Domshlak, Yagil Engel, Moshe Tennenholtz:
Transferable Utility Planning Games. 709-714 - Felix Brandt, Markus Brill, Edith Hemaspaandra, Lane A. Hemaspaandra
Bypassing Combinatorial Protections: Polynomial-Time Algorithms for Single-Peaked Electorates. 715-722 - Mickey Brautbar, Michael J. Kearns, Umar Syed:
Private and Third-Party Randomization in Risk-Sensitive Equilibrium Concepts. 723-728 - Andriy Burkov, Brahim Chaib-draa
An Approximate Subgame-Perfect Equilibrium Computation Technique for Repeated Games. 729-736 - Ioannis Caragiannis, Dimitris Kalaitzis, Evangelos Markakis:
Approximation Algorithms and Mechanism Design for Minimax Approval Voting. 737-742 - Ioannis Caragiannis, Ariel D. Procaccia:
Voting Almost Maximizes Social Welfare Despite Limited Communication. 743-748 - Archie C. Chapman, Alessandro Farinelli, Enrique Munoz de Cote, Alex Rogers, Nicholas R. Jennings:
A Distributed Algorithm for Optimising over Pure Strategy Nash Equilibria. 749-755 - Yiling Chen, John K. Lai, David C. Parkes, Ariel D. Procaccia:
Truth, Justice, and Cake Cutting. 756-761 - Yann Chevaleyre, Jérôme Lang, Nicolas Maudet, Jérôme Monnot:
Possible Winners when New Candidates Are Added: The Case of Scoring Rules. 762-767 - Edith Elkind, Piotr Faliszewski, Arkadii M. Slinko:
Cloning in Elections. 768-773 - Edith Elkind, Piotr Faliszewski, Arkadii M. Slinko:
Good Rationalizations of Voting Rules. 774-779 - Umberto Grandi, Ulle Endriss:
Lifting Rationality Assumptions in Binary Aggregation. 780-785 - John Grant, Sarit Kraus, Michael J. Wooldridge:
Intentions in Equilibrium. 786-791 - Manish Jain, Erim Kardes, Christopher Kiekintveld, Fernando Ordóñez, Milind Tambe:
Security Games with Arbitrary Schedules: A Branch and Price Approach. 792-797 - Patrick R. Jordan, Michael P. Wellman:
Algorithms for Finding Approximate Formations in Games. 798-804 - Dmytro Korzhyk, Vincent Conitzer, Ronald Parr:
Complexity of Computing Optimal Stackelberg Strategies in Security Resource Allocation Games. 805-810 - Sébastien Lahaie:
Stability and Incentive Compatibility in a Kernel-Based Combinatorial Auction. 811-816 - Raz Lin, Sarit Kraus, Yinon Oshrat, Ya'akov (Kobi) Gal:
Facilitating the Evaluation of Automated Negotiators using Peer Designed Agents. 817-822 - Reshef Meir, Maria Polukarov, Jeffrey S. Rosenschein, Nicholas R. Jennings:
Convergence to Equilibria in Plurality Voting. 823-828 - Abraham Othman, Tuomas Sandholm:
Envy Quotes and the Iterated Core-Selecting Combinatorial Auction. 829-835 - Ariel D. Procaccia:
Can Approximation Circumvent Gibbard-Satterthwaite? 836-841 - Amirali Salehi-Abari, Tony White:
Trust Models and Con-Man Agents: From Mathematical to Empirical Analysis. 842-847 - David Sarne, Simon Shamoun, Eli Rata:
Increasing Threshold Search for Best-Valued Agents. 848-853 - Travis C. Service, Julie A. Adams:
Approximate Coalition Structure Generation. 854-859 - Sven Seuken, Jie Tang, David C. Parkes:
Accounting Mechanisms for Distributed Work Systems. 860-866 - Ankit Sharma, Tuomas Sandholm:
Asymmetric Spite in Auctions. 867-873 - Ruben Stranders, Francesco Maria Delle Fave, Alex Rogers, Nicholas R. Jennings:
A Decentralised Coordination Algorithm for Mobile Sensors. 874-880 - Jason Tsai, Zhengyu Yin, Jun-young Kwak, David Kempe, Christopher Kiekintveld, Milind Tambe:
Urban Security: Game-Theoretic Resource Allocation in Networked Domains. 881-886 - William E. Walsh, Craig Boutilier, Tuomas Sandholm, Rob Shields, George L. Nemhauser, David C. Parkes:
Automated Channel Abstraction for Advertising Auctions. 887-894 - Virginia Vassilevska Williams:
Fixing a Tournament. 895-900 - James R. Wright, Kevin Leyton-Brown:
Beyond Equilibrium: Predicting Human Behavior in Normal-Form Games. 901-907 - Feng Wu, Shlomo Zilberstein, Xiaoping Chen:
Trial-Based Dynamic Programming for Multi-Agent Planning. 908-914 - Lirong Xia, Vincent Conitzer:
Compilation Complexity of Common Voting Rules. 915-920 - Lirong Xia, Vincent Conitzer:
Stackelberg Voting Games: Computational Aspects and Paradoxes. 921-926 - Chongjie Zhang, Victor R. Lesser:
Multi-Agent Learning with Policy Prediction. 927-934 - Dongmo Zhang, Laurent Perrussel:
Dynamic Auction: A Tractable Auction Procedure. 935-940 - Xiaoming Zheng, Sven Koenig:
Sequential Incremental-Value Auctions. 941-946 - James Y. Zou, Sujit Gujar, David C. Parkes:
Tolerable Manipulability in Dynamic Assignment without Money. 947-952
Multidisciplinary Topics
- Hilmar Finnsson, Yngvi Björnsson:
Learning Simulation Control in General Game-Playing Agents. 954-959 - Andrew Guillory, Sumit Basu, Dan Morris:
User-Specific Learning for Recognizing a Singer's Intended Pitch. 960-966 - Yuewei Lin, Bin Fang, Yuanyan Tang:
A Computational Model for Saliency Maps by Using Local Entropy. 967-973 - Eric Jeffrey Peterson, Thomas F. Stahovich, Eric Doi, Christine Alvarado:
Grouping Strokes into Shapes in Hand-Drawn Diagrams. 974-979 - Stephan Schiffel:
Symmetry Detection in General Game Playing. 980-985 - Dafna Shahaf, Eric Horvitz:
Generalized Task Markets for Human and Machine Computation. 986-993 - Michael Thielscher:
A General Game Description Language for Incomplete Information Games. 994-999 - Michael Thielscher, Sebastian Voigt:
A Temporal Proof System for General Game Playing. 1000-1005
Natural-Language Processing
- Bi Chen, Leilei Zhu, Daniel Kifer, Dongwon Lee
What Is an Opinion About? Exploring Political Standpoints Using Opinion Scoring Model. 1007-1012 - David K. Elson, Kathleen R. McKeown:
Automatic Attribution of Quoted Speech in Literary Narrative. 1013-1019 - Jagadeesh Jagarlamudi, Seth Juarez, Hal Daumé III:
Kernelized Sorting for Natural Language Processing. 1020-1025 - Michal Ptaszynski, Jacek Maciejewski, Pawel Dybala, Rafal Rzepka, Kenji Araki:
CAO: A Fully Automatic Emoticon Analysis System. 1026-1032 - John J. Tanner, Fernando Gomez:
Extracting Ontological Selectional Preferences for Non-Pertainym Adjectives from the Google Corpus. 1033-1038 - Hao Xiong, Haitao Mi, Yang Liu, Qun Liu:
Forest-Based Semantic Role Labeling. 1039-1044 - Xiaofeng Yu, Wai Lam:
Bidirectional Integration of Pipeline Models. 1045-1050
Reasoning about Plans, Processes and Actions
- Christopher Amato, Blai Bonet, Shlomo Zilberstein:
Finite-State Controllers Based on Mealy Machines for Centralized and Decentralized POMDPs. 1052-1058 - Bikramjit Banerjee, Landon Kraemer, Jeremy Lyle:
Multi-Agent Plan Recognition: Formalization and Algorithms. 1059-1064 - Pablo Samuel Castro, Doina Precup:
Using Bisimulation for Policy Transfer in MDPs. 1065-1070 - Carmel Domshlak, Erez Karpas, Shaul Markovitch:
To Max or Not to Max: Online Learning for Speeding Up Optimal Planning. 1071-1076 - Wenyuan Guo, Tze-Yun Leong:
An Analytic Characterization of Model Minimization in Factored Markov Decision Processes. 1077-1082 - Sonal Gupta, Raymond J. Mooney:
Using Closed Captions as Supervision for Video Activity Recognition. 1083-1088 - Ruijie He, Emma Brunskill, Nicholas Roy:
PUMA: Planning Under Uncertainty with Macro-Actions. 1089-1095 - Jörg Hoffmann, Ingo Weber, Frank Michael Kraft:
SAP Speaks PDDL. 1096-1101 - Li Ling Ko, David Hsu, Wee Sun Lee, Sylvie C. W. Ong:
Structured Parameter Elicitation. 1102-1107 - Andrey Kolobov, Mausam, Daniel S. Weld:
SixthSense: Fast and Reliable Recognition of Dead Ends in MDPs. 1108-1114 - Matthew Molineaux, Matthew Klenk, David W. Aha:
Planning in Dynamic Environments: Extending HTNs with Nonlinear Continuous Effects. 1115-1120 - Miquel Ramírez, Hector Geffner:
Probabilistic Plan Recognition Using Off-the-Shelf Classical Planners. 1121-1126 - Kevin Regan, Craig Boutilier:
Robust Policy Computation in Reward-Uncertain MDPs Using Nondominated Policies. 1127-1133 - Adam Sadilek, Henry A. Kautz:
Recognizing Multi-Agent Activities from GPS Data. 1134-1139 - Scott Sanner, Kristian Kersting:
Symbolic Dynamic Programming for First-order POMDPs. 1140-1146 - Georgios Theocharous, Sridhar Mahadevan:
Compressing POMDPs Using Locality Preserving Non-Negative Matrix Factorization. 1147-1152 - Chenggang Wang, Roni Khardon:
Relational Partially Observable MDPs. 1153-1158
Reasoning Under Uncertainty
- Craig Boutilier, Kevin Regan, Paolo Viappiani:
Simultaneous Elicitation of Preference Features and Utility. 1160-1167 - Peng Dai, Mausam, Daniel S. Weld:
Decision-Theoretic Control of Crowd-Sourced Workflows. 1168-1174 - Eun Yong Kang, Ilya Shpitser, Eleazar Eskin:
Respecting Markov Equivalence in Computing Posterior Probabilities of Causal Graphical Features. 1175-1180 - Kristian Kersting, Youssef El Massaoudi, Fabian Hadiji, Babak Ahmadi:
Informed Lifting for Message-Passing. 1181-1186 - Aniruddh Nath, Pedro M. Domingos:
Efficient Belief Propagation for Utility Maximization and Repeated Inference. 1187-1192 - Aniruddh Nath, Pedro M. Domingos:
Efficient Lifting for Online Probabilistic Inference. 1193-1198 - Emma Rollon
New Mini-Bucket Partitioning Heuristics for Bounding the Probability of Evidence. 1199-1204 - Son Thanh To, Tran Cao Son, Enrico Pontelli:
On the Use of Prime Implicates in Conformant Planning. 1205-1210 - Long Tran-Thanh, Archie C. Chapman, Enrique Munoz de Cote, Alex Rogers, Nicholas R. Jennings:
Epsilon-First Policies for Budget-Limited Multi-Armed Bandits. 1211-1216 - Guy Van den Broeck, Ingo Thon, Martijn van Otterlo, Luc De Raedt:
DTProbLog: A Decision-Theoretic Probabilistic Prolog. 1217-1222
Robotics
- Nicola Basilico, Nicola Gatti, Federico Villa:
Asynchronous Multi-Robot Patrolling against Intrusions in Arbitrary Topologies. 1224-1229 - Subhrajit Bhattacharya:
Search-Based Path Planning with Homotopy Class Constraints. 1230-1237 - Takuma Otsuka, Kazuhiro Nakadai, Toru Takahashi, Kazunori Komatani, Tetsuya Ogata, Hiroshi G. Okuno:
Design and Implementation of Two-level Synchronization for Interactive Music Robot. 1238-1244 - Jia Pan, Christian Lauterbach, Dinesh Manocha:
g-Planner: Real-time Motion Planning and Global Navigation using GPUs. 1245-1251 - Stephen Tully, George Kantor, Howie Choset:
A Single-Step Maximum A Posteriori Update for Bearing-Only SLAM. 1252-1257
Short Papers
- Patricia Gutierrez, Pedro Meseguer:
Saving Redundant Messages in BnB-ADOPT. 1259-1260 - Pavel Surynek:
An Optimization Variant of Multi-Robot Path Planning Is Intractable. 1261-1263 - Hua Wang, Chris H. Q. Ding, Heng Huang:
Multi-Label Classification: Inconsistency and Class Balanced K-Nearest Neighbor. 1264-1266
AI and Bioinformatics Special Track
- Fabian Buchwald, Tobias Girschick, Eibe Frank, Stefan Kramer:
Fast Conditional Density Estimation for Quantitative Structure-Activity Relationships. 1268-1273 - Franco Mascia, Elisa Cilia, Mauro Brunato, Andrea Passerini:
Predicting Structural and Functional Sites in Proteins by Searching for Maximum-weight Cliques. 1274-1279 - Siamak (Moshen) Ravanbakhsh, Barnabás Póczos, Russell Greiner:
A Cross-Entropy Method that Optimizes Partially Decomposable Problems: A New Way to Interpret NMR Spectra. 1280-1286 - Qingguo Wang, Mian Pan, Yi Shang, Dmitry Korkin:
A Fast Heuristic Search Algorithm for Finding the Longest Common Subsequence of Multiple Strings. 1287-1292
AI and the Web Special Track
- Muhammad Aurangzeb Ahmad, David A. Huffaker, Jing Wang, Jeffrey William Treem, Marshall Scott Poole, Jaideep Srivastava:
GTPA: A Generative Model For Online Mentor-Apprentice Networks. 1294-1299 - Sumit Bhatia, Prasenjit Mitra:
Adopting Inference Networks for Online Thread Retrieval. 1300-1305 - Andrew Carlson, Justin Betteridge, Bryan Kisiel, Burr Settles, Estevam R. Hruschka Jr.
Toward an Architecture for Never-Ending Language Learning. 1306-1313 - Yuqiang Chen, Ou Jin, Gui-Rong Xue, Jia Chen, Qiang Yang:
Visual Contextual Advertising: Bringing Textual Advertisements to Images. 1314-1320 - Jeff Huang, Anna Kazeykina:
Optimal Strategies for Reviewing Search Results. 1321-1326 - Jian Huang, Cong Yu:
Prioritization of Domain-Specific Web Information Extraction. 1327-1333 - Yoshiyuki Inagaki, Narayanan Sadagopan, Georges Dupret, Anlei Dong, Ciya Liao, Yi Chang, Zhaohui Zheng:
Session Based Click Features for Recency Ranking. 1334-1339 - Saurabh Kataria, Prasenjit Mitra, Sumit Bhatia:
Utilizing Context in Generative Bayesian Models for Linked Corpus. 1340-1345 - Mitesh M. Khapra, Raghavendra Udupa, A. Kumaran, Pushpak Bhattacharyya:
PR + RQ ALMOST EQUAL TO PQ: Transliteration Mining Using Bridge Language. 1346-1351 - Babak Khosravifar, Jamal Bentahar, Ahmad Moazin, Philippe Thiran:
On the Reputation of Agent-Based Web Services. 1352-1357 - Jinhan Kim, Sanghoon Lee, Seung-won Hwang, Sunghun Kim:
Towards an Intelligent Code Search Engine. 1358-1363 - Masahiro Kimura, Kazumi Saito, Kouzou Ohara, Hiroshi Motoda:
Learning to Predict Opinion Share in Social Networks. 1364-1370 - Fangtao Li, Minlie Huang, Xiaoyan Zhu:
Sentiment Analysis with Global Topics and Local Dependency. 1371-1376 - Lei Li, Yan Wang
Subjective Trust Inference in Composite Services. 1377-1384 - Xiao Ling, Daniel S. Weld:
Temporal Information Extraction. 1385-1390 - Guanfeng Liu, Yan Wang, Mehmet A. Orgun:
Optimal Social Trust Path Selection in Complex Social Networks. 1391-1398 - Hao Ma, Michael R. Lyu, Irwin King:
Diversifying Query Suggestion Results. 1399-1404 - James P. McGlothlin, Latifur R. Khan:
Materializing and Persisting Inferred and Uncertain Knowledge in RDF Datasets. 1405-1412 - Mathias Niepert, Christian Meilicke, Heiner Stuckenschmidt:
A Probabilistic-Logical Framework for Ontology Matching. 1413-1418 - Tim Paek, Michael Gamon, Scott Counts, David Maxwell Chickering, Aman Dhesi:
Predicting the Importance of Newsfeed Posts and Social Network Friends. 1419-1424 - Meesun Song, Wonkyu Lee, Junghwan Kim:
Extraction and Visualization of Implicit Social Relations on Social Networking Services. 1425-1430 - Giorgos Stoilos, Bernardo Cuenca Grau, Ian Horrocks:
How Incomplete Is Your Semantic Web Reasoner? 1431-1436 - Umberto Straccia, Nuno Lopes, Gergely Lukácsy, Axel Polleres:
A General Framework for Representing and Reasoning with Annotated Semantic Web Data. 1437-1442 - Jiao Tao, Evren Sirin, Jie Bao, Deborah L. McGuinness:
Integrity Constraints in OWL. 1443-1448 - Jia Wang, Qing Li, Yuanzhu Peter Chen, Jiafen Liu, Chen Zhang, Zhangxi Lin:
News Recommendation in Forum-Based Social Media. 1449-1454 - Hao Wu, Jiajun Bu, Chun Chen, Can Wang, Guang Qiu, Lijun Zhang, Jianfeng Shen:
Modeling Dynamic Multi-Topic Discussions in Online Forums. 1455-1460 - Songhua Xu, Shaohui Yang, Francis Chi-Moon Lau:
Keyword Extraction and Headline Generation Using Novel Word Features. 1461-1466 - Zhenglu Yang, Jianjun Yu, Masaru Kitsuregawa:
Fast Algorithms for Top-k Approximate String Matching. 1467-1473 - Junjie Yao, Bin Cui, Yuxin Huang, Xin Jin:
Temporal and Social Context Based Burst Detection from Folksonomies. 1474-1479 - Chi-Hsin Yu, Hsin-Hsi Chen:
Commonsense Knowledge Mining from the Web. 1480-1485 - Tom Chao Zhou, Hao Ma, Michael R. Lyu, Irwin King:
UserRec: A User Recommendation Framework in Social Tagging Systems. 1486-1491
Challenges in AI Special Track
- Barry O'Sullivan:
Automated Modelling and Solving in Constraint Programming. 1493-1497 - Sven Seuken, Kamal Jain, David C. Parkes:
Hidden Market Design. 1498-1503 - Peter Stone, Gal A. Kaminka, Sarit Kraus, Jeffrey S. Rosenschein:
Ad Hoc Autonomous Agent Teams: Collaboration without Pre-Coordination. 1504-1509 - Jeff Yan:
Collusion Detection in Online Bridge. 1510-1515
Integrated Intelligence Special Track
- Michael Brenner:
Creating Dynamic Story Plots with Continual Multiagent Planning. 1517-1522 - Scott E. Friedman, Kenneth D. Forbus:
An Integrated Systems Approach to Explanation-Based Conceptual Change. 1523-1529 - Chad Hogg
Learning Methods to Generate Good Plans: Integrating HTN Learning and Reinforcement Learning. 1530-1535 - Unmesh Kurup, Nicholas L. Cassimatis:
Integrating Constraint Satisfaction and Spatial Reasoning. 1536-1541 - Lanny Lin, Michael Roscheck, Michael A. Goodrich, Bryan S. Morse:
Supporting Wilderness Search and Rescue with Integrated Intelligence: Autonomy and Information at the Right Time and the Right Place. 1542-1547 - Matthew Molineaux, Matthew Klenk, David W. Aha:
Goal-Driven Autonomy in a Navy Strategy Simulation. 1548-1554 - Chunki Park, Will Bridewell, Pat Langley:
Integrated Systems for Inducing Spatio-Temporal Process Models. 1555-1560 - Kartik Talamadupula, J. Benton, Paul W. Schermerhorn, Subbarao Kambhampati, Matthias Scheutz:
Integrating a Closed World Planner with an Open World Robot: A Case Study. 1561-1566 - Samuel Wintermute:
Using Imagery to Simplify Perceptual Abstraction in Reinforcement Learning Agents. 1567-1573 - Joseph Z. Xu, John E. Laird:
Instance-Based Online Learning of Deterministic Relational Action Models. 1574-1579
Physically Grounded AI Special Track
- Jordan Frank, Shie Mannor, Doina Precup:
Activity and Gait Recognition with Time-Delay Embeddings. 1581-1586 - Joshua Mason Joseph, Finale Doshi-Velez, Nicholas Roy:
A Bayesian Nonparametric Approach to Modeling Mobility Patterns. 1587-1593 - Çetin Meriçli, Manuela M. Veloso:
Biped Walk Learning Through Playback and Corrective Demonstration. 1594-1599 - Daniel Peebles, Hong Lu, Nicholas D. Lane, Tanzeem Choudhury, Andrew T. Campbell:
Community-Guided Learning: Exploiting Mobile Sensor Users to Model Human Behavior. 1600-1606 - Jan Peters, Katharina Mülling, Yasemin Altun:
Relative Entropy Policy Search. 1607-1612 - Jivko Sinapov, Alexander Stoytchev:
The Boosting Effect of Exploratory Behaviors. 1613-1618 - Dezhen Song, Yiliang Xu:
A Low False Negative Filter for Detecting Rare Bird Species from Short Video Segments using a Probable Observation Data Set-based EKF Method. 1619-1624 - Luciano Spinello, Kai Oliver Arras, Rudolph Triebel, Roland Siegwart:
A Layered Approach to People Detection in 3D Range Data. 1625-1630 - Muralikrishna Sridhar, Anthony G. Cohn, David C. Hogg:
Unsupervised Learning of Event Classes from Video. 1631-1638 - Seung-Joon Yi, Byoung-Tak Zhang, Daniel D. Lee:
Online Learning of Uneven Terrain for Humanoid Bipedal Walking. 1639-1644 - Ji Zhang, Dezhen Song:
Error Aware Monocular Visual Odometry using Vertical Line Pairs for Small Robots in Urban Areas. 1645-1650
New Scientific and Technical Advances in Research
- Mustafa Bilgic, Lise Getoor:
Active Inference for Collective Classification. 1652-1655 - Blai Bonet, Héctor Palacios, Hector Geffner:
Automatic Derivation of Finite-State Machines for Behavior Control. 1656-1659 - Andrea Calì, Georg Gottlob, Michael Kifer, Thomas Lukasiewicz, Andreas Pieris:
Ontological Reasoning with F-logic Lite and its Extensions. 1660-1665 - Francesco Calimeri
Enhancing ASP by Functions: Decidable Classes and Implementation Techniques. 1666-1670 - Luc De Raedt, Tias Guns, Siegfried Nijssen:
Constraint Programming for Data Mining and Machine Learning. 1671-1675 - Mingyu Guo, Vincent Conitzer:
Computationally Feasible Automated Mechanism Design: General Approach and Case Studies. 1676-1679 - Felix Halim, Panagiotis Karras, Roland H. C. Yap:
Local Search in Histogram Construction. 1680-1685 - Mausam, Stephen Soderland, Oren Etzioni:
Panlingual Lexical Translation via Probabilistic Inference. 1686-1689 - Matthew E. Taylor, Katherine E. Coons, Behnam Robatmili, Bertrand A. Maher, Doug Burger, Kathryn S. McKinley:
Evolving Compiler Heuristics to Manage Communication and Contention. 1690-1693 - David Robert Martin Thompson, Kevin Leyton-Brown:
Comparing Position Auctions Computationally. 1694-1697 - Keith Vertanen, Per Ola Kristensson:
Intelligently Aiding Human-Guided Correction of Speech Recognition. 1698-1701 - Chih-Han Yu, Radhika Nagpal:
Biologically-Inspired Control for Multi-Agent Self-Adaptive Tasks. 1702-1707
Senior Member Papers
- Hector Geffner:
The Model-Based Approach to Autonomous Behavior: A Personal View. 1709-1712 - Sven Koenig, Pinar Keskinocak, Craig A. Tovey:
Progress on Agent Coordination with Cooperative Auctions. 1713-1717 - Sridhar Mahadevan:
Representation Discovery in Sequential Decision Making. 1718-1721
Student Abstracts
- Brent Beer, Ross Mead, Jerry B. Weinberg:
A Distributed Method for Evaluating Properties of a Robot Formation. 1923-1924 - Shanjun Cheng, Anita Raja, Victor R. Lesser:
Towards Multiagent Meta-level Control. 1925-1926 - Halit Erdogan, Olivier Bodenreider, Esra Erdem:
Finding Semantic Inconsistencies in UMLS using Answer Set Programming. 1927-1928 - Daniel S. Farenzena, Luís C. Lamb, Ricardo M. Araujo:
Combining Human Reasoning and Machine Computation: Towards a Memetic Network Solution to Satisfiability. 1929-1930 - Shane Griffith, Alexander Stoytchev:
Interactive Categorization of Containers and Non-Containers by Unifying Categorizations Derived from Multiple Exploratory Behaviors. 1931-1932 - Yasaman Haghpanah, Marie desJardins:
A Trust Model for Supply Chain Management. 1933-1934 - Amal Chaminda Kaluarachchi, Aparna S. Varde, Jing Peng, Anna Feldman:
Intelligent Time-Aware Query Translation for Text Sources. 1935-1936 - Serdar Kecici, Sanem Sariel Talay:
Temporal Planning for Interacting Durative Actions with Continuous Effects. 1937-1938 - Scott Kuindersma:
Control Model Learning for Whole-Body Mobile Manipulation. 1939-1940 - Chendong Li:
Towards Interesting Patterns of Hard CSPs with Functional Constraints. 1941-1942 - Nan Li, William W. Cohen, Kenneth R. Koedinger:
Integrating Transfer Learning in Synthetic Student. 1943-1944 - Pei-Pei Li, Xindong Wu, Xuegang Hu:
Learning from Concept Drifting Data Streams with Unlabeled Data. 1945-1946 - Zhao Li, Xindong Wu:
A Phrase-Based Method for Hierarchical Clustering of Web Snippets. 1947-1948 - Robert Louis Long, Ross Mead, Jerry B. Weinberg:
Distributed Auction-Based Initialization of Mobile Robot Formations. 1949-1950 - James P. McGlothlin, Latifur R. Khan:
Materializing Inferred and Uncertain Knowledge in RDF Datasets. 1951-1952 - Shiwali Mohan, John E. Laird:
Relational Reinforcement Learning in Infinite Mario. 1953-1954 - Scott Niekum:
Evolved Intrinsic Reward Functions for Reinforcement Learning. 1955-1956 - Robert G. Price, Scott D. Goodwin:
Team Formation with Heterogeneous Agents in Computer Games. 1957-1958 - Hamid Haidarian Shahri:
Semantic Search in Linked Data: Opportunities and Challenges. 1959-1960 - Kaushik Subramanian:
Task Space Behavior Learning for Humanoid Robots using Gaussian Mixture Models. 1961-1962 - Tansel Uras, Esra Erdem:
Genome Rearrangement: A Planning Approach. 1963-1964 - Liping Wu, Vladimir Sukhoy, Alexander Stoytchev:
Toward Learning to Press Doorbell Buttons. 1965-1966 - Shuonan Dong:
Interactive Task-Plan Learning. - Finale Doshi-Velez:
Nonparametric Bayesian Approaches for Reinforcement Learning in Partially Observable Domains. - Tom Erez:
Local Optimization for Simulation of Natural Motion. - Pooyan Fazli:
On Multi-Robot Area Coverage. - Lisa Friedland:
Detecting Social Ties and Copying Events from Affiliation Data. - Sofia Lemons:
Continual On-Line Planning. - Michelle Denise Leonhardt:
Enhancing Affective Communication in Embodied Conversational Agents. - James MacGlashan:
Hierarchical Skill Learning for High-Level Planning. - Mehdi Hafezi Manshadi:
Towards a Robust Deep Language Understanding System. - James P. McGlothlin:
Framework and Schema for Semantic Web Knowledge Bases. - Megan M. Olsen:
Multi-Agent Fault Tolerance Inspired by a Computational Analysis of Cancer. - Ben George Weber:
Integrating Expert Knowledge and Experience. - Christopher L. Simpkins:
Integrating Reinforcement Learning into a Programming Language. - Lirong Xia:
Computational Social Choice: Strategic and Combinatorial Aspects.
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