| 2010 | 1.6-Bit Pattern Databases. Teresa Maria Breyer, Richard E. Korf |
| 2010 | A Bayesian Nonparametric Approach to Modeling Mobility Patterns. Joshua Mason Joseph, Finale Doshi-Velez, Nicholas Roy |
| 2010 | A Belief Revision Framework for Revising Epistemic States with Partial Epistemic States. Jianbing Ma, Weiru Liu, Salem Benferhat |
| 2010 | A Computational Model for Saliency Maps by Using Local Entropy. Yuewei Lin, Bin Fang, Yuanyan Tang |
| 2010 | A Cross-Entropy Method that Optimizes Partially Decomposable Problems: A New Way to Interpret NMR Spectra. Siamak (Moshen) Ravanbakhsh, Barnabás Póczos, Russell Greiner |
| 2010 | A Decentralised Coordination Algorithm for Mobile Sensors. Ruben Stranders, Francesco Maria Delle Fave, Alex Rogers, Nicholas R. Jennings |
| 2010 | A Distributed Algorithm for Optimising over Pure Strategy Nash Equilibria. Archie C. Chapman, Alessandro Farinelli, Enrique Munoz de Cote, Alex Rogers, Nicholas R. Jennings |
| 2010 | A Distributed Method for Evaluating Properties of a Robot Formation. Brent Beer, Ross Mead, Jerry B. Weinberg |
| 2010 | A Fast Heuristic Search Algorithm for Finding the Longest Common Subsequence of Multiple Strings. Qingguo Wang, Mian Pan, Yi Shang, Dmitry Korkin |
| 2010 | A First Practical Algorithm for High Levels of Relational Consistency. Shant Karakashian, Robert J. Woodward, Christopher G. Reeson, Berthe Y. Choueiry, Christian Bessiere |
| 2010 | A General Framework for Representing and Reasoning with Annotated Semantic Web Data. Umberto Straccia, Nuno Lopes, Gergely Lukácsy, Axel Polleres |
| 2010 | A General Game Description Language for Incomplete Information Games. Michael Thielscher |
| 2010 | A Layered Approach to People Detection in 3D Range Data. Luciano Spinello, Kai Oliver Arras, Rudolph Triebel, Roland Siegwart |
| 2010 | A Low False Negative Filter for Detecting Rare Bird Species from Short Video Segments using a Probable Observation Data Set-based EKF Method. Dezhen Song, Yiliang Xu |
| 2010 | A Lower Bound on the Size of Decomposable Negation Normal Form. Thammanit Pipatsrisawat, Adnan Darwiche |
| 2010 | A New Algorithm for Weighted Partial MaxSAT. Carlos Ansótegui, Maria Luisa Bonet, Jordi Levy |
| 2010 | A New Approach to Knowledge Base Revision in DL-Lite. Zhe Wang, Kewen Wang, Rodney W. Topor |
| 2010 | A Novel Transition Based Encoding Scheme for Planning as Satisfiability. Ruoyun Huang, Yixin Chen, Weixiong Zhang |
| 2010 | A Phrase-Based Method for Hierarchical Clustering of Web Snippets. Zhao Li, Xindong Wu |
| 2010 | A Probabilistic-Logical Framework for Ontology Matching. Mathias Niepert, Christian Meilicke, Heiner Stuckenschmidt |
| 2010 | A Proof-Producing CSP Solver. Michael Veksler, Ofer Strichman |
| 2010 | A Restriction of Extended Resolution for Clause Learning SAT Solvers. Gilles Audemard, George Katsirelos, Laurent Simon |
| 2010 | A Single-Step Maximum A Posteriori Update for Bearing-Only SLAM. Stephen Tully, George Kantor, Howie Choset |
| 2010 | A Stronger Consistency for Soft Global Constraints in Weighted Constraint Satisfaction. Jimmy Ho-Man Lee, Ka Lun Leung |
| 2010 | A Temporal Proof System for General Game Playing. Michael Thielscher, Sebastian Voigt |
| 2010 | A Topic Model for Linked Documents and Update Rules for its Estimation. Zhen Guo, Shenghuo Zhu, Zhongfei Zhang, Yun Chi, Yihong Gong |
| 2010 | A Trust Model for Supply Chain Management. Yasaman Haghpanah, Marie desJardins |
| 2010 | A Two-Dimensional Topic-Aspect Model for Discovering Multi-Faceted Topics. Michael J. Paul, Roxana Girju |
| 2010 | Accounting Mechanisms for Distributed Work Systems. Sven Seuken, Jie Tang, David C. Parkes |
| 2010 | Active Inference for Collective Classification. Mustafa Bilgic, Lise Getoor |
| 2010 | Activity and Gait Recognition with Time-Delay Embeddings. Jordan Frank, Shie Mannor, Doina Precup |
| 2010 | Ad Hoc Autonomous Agent Teams: Collaboration without Pre-Coordination. Peter Stone, Gal A. Kaminka, Sarit Kraus, Jeffrey S. Rosenschein |
| 2010 | Adaptive Transfer Learning. Bin Cao, Sinno Jialin Pan, Yu Zhang, Dit-Yan Yeung, Qiang Yang |
| 2010 | Adopting Inference Networks for Online Thread Retrieval. Sumit Bhatia, Prasenjit Mitra |
| 2010 | Algorithms for Finding Approximate Formations in Games. Patrick R. Jordan, Michael P. Wellman |
| 2010 | An Analytic Characterization of Model Minimization in Factored Markov Decision Processes. Wenyuan Guo, Tze-Yun Leong |
| 2010 | An Approximate Subgame-Perfect Equilibrium Computation Technique for Repeated Games. Andriy Burkov, Brahim Chaib-draa |
| 2010 | An Efficient Branch-and-Bound Algorithm Based on MaxSAT for the Maximum Clique Problem. Chu Min Li, Zhe Quan |
| 2010 | An Inconsistency-Tolerant Approach to Information Merging Based on Proposition Relaxation. Steven Schockaert, Henri Prade |
| 2010 | An Integrated Systems Approach to Explanation-Based Conceptual Change. Scott E. Friedman, Kenneth D. Forbus |
| 2010 | An Optimization Variant of Multi-Robot Path Planning Is Intractable. Pavel Surynek |
| 2010 | Approximate Coalition Structure Generation. Travis C. Service, Julie A. Adams |
| 2010 | Approximation Algorithms and Mechanism Design for Minimax Approval Voting. Ioannis Caragiannis, Dimitris Kalaitzis, Evangelos Markakis |
| 2010 | Assisting Users with Clustering Tasks by Combining Metric Learning and Classification. Sumit Basu, Danyel Fisher, Steven Mark Drucker, Hao Lu |
| 2010 | Asymmetric Spite in Auctions. Ankit Sharma, Tuomas Sandholm |
| 2010 | Asynchronous Multi-Robot Patrolling against Intrusions in Arbitrary Topologies. Nicola Basilico, Nicola Gatti, Federico Villa |
| 2010 | Automated Channel Abstraction for Advertising Auctions. William E. Walsh, Craig Boutilier, Tuomas Sandholm, Rob Shields, George L. Nemhauser, David C. Parkes |
| 2010 | Automated Modelling and Solving in Constraint Programming. Barry O'Sullivan |
| 2010 | Automated Program Debugging Via Multiple Predicate Switching. Yongmei Liu, Bing Li |
| 2010 | Automatic Attribution of Quoted Speech in Literary Narrative. David K. Elson, Kathleen R. McKeown |
| 2010 | Automatic Derivation of Finite-State Machines for Behavior Control. Blai Bonet, Héctor Palacios, Hector Geffner |
| 2010 | Bayesian Matrix Factorization with Side Information and Dirichlet Process Mixtures. Ian Porteous, Arthur U. Asuncion, Max Welling |
| 2010 | Bayesian Policy Search for Multi-Agent Role Discovery. Aaron Wilson, Alan Fern, Prasad Tadepalli |
| 2010 | Beyond Equilibrium: Predicting Human Behavior in Normal-Form Games. James R. Wright, Kevin Leyton-Brown |
| 2010 | Bidirectional Integration of Pipeline Models. Xiaofeng Yu, Wai Lam |
| 2010 | Biologically-Inspired Control for Multi-Agent Self-Adaptive Tasks. Chih-Han Yu, Radhika Nagpal |
| 2010 | Biped Walk Learning Through Playback and Corrective Demonstration. Çetin Meriçli, Manuela M. Veloso |
| 2010 | Bypassing Combinatorial Protections: Polynomial-Time Algorithms for Single-Peaked Electorates. Felix Brandt, Markus Brill, Edith Hemaspaandra, Lane A. Hemaspaandra |
| 2010 | CAO: A Fully Automatic Emoticon Analysis System. Michal Ptaszynski, Jacek Maciejewski, Pawel Dybala, Rafal Rzepka, Kenji Araki |
| 2010 | Can Approximation Circumvent Gibbard-Satterthwaite? Ariel D. Procaccia |
| 2010 | Clickthrough Log Analysis by Collaborative Ranking. Bin Cao, Dou Shen, Kuansan Wang, Qiang Yang |
| 2010 | Cloning in Elections. Edith Elkind, Piotr Faliszewski, Arkadii M. Slinko |
| 2010 | Coalition Structure Generation based on Distributed Constraint Optimization. Suguru Ueda, Atsushi Iwasaki, Makoto Yokoo, Marius-Calin Silaghi, Katsutoshi Hirayama, Toshihiro Matsui |
| 2010 | Coalitional Structure Generation in Skill Games. Yoram Bachrach, Reshef Meir, Kyomin Jung, Pushmeet Kohli |
| 2010 | Collaborative Expert Portfolio Management. David H. Stern, Horst Samulowitz, Ralf Herbrich, Thore Graepel, Luca Pulina, Armando Tacchella |
| 2010 | Collaborative Filtering Meets Mobile Recommendation: A User-Centered Approach. Vincent Wenchen Zheng, Bin Cao, Yu Zheng, Xing Xie, Qiang Yang |
| 2010 | Collusion Detection in Online Bridge. Jeff Yan |
| 2010 | Combining Human Reasoning and Machine Computation: Towards a Memetic Network Solution to Satisfiability. Daniel S. Farenzena, Luís C. Lamb, Ricardo M. Araújo |
| 2010 | Commonsense Knowledge Mining from the Web. Chi-Hsin Yu, Hsin-Hsi Chen |
| 2010 | Community-Guided Learning: Exploiting Mobile Sensor Users to Model Human Behavior. Daniel Peebles, Hong Lu, Nicholas D. Lane, Tanzeem Choudhury, Andrew T. Campbell |
| 2010 | Comparing Position Auctions Computationally. David Robert Martin Thompson, Kevin Leyton-Brown |
| 2010 | Competing Schedulers. Itai Ashlagi, Moshe Tennenholtz, Aviv Zohar |
| 2010 | Compilation Complexity of Common Voting Rules. Lirong Xia, Vincent Conitzer |
| 2010 | Complexity of Computing Optimal Stackelberg Strategies in Security Resource Allocation Games. Dmytro Korzhyk, Vincent Conitzer, Ronald Parr |
| 2010 | Compressing POMDPs Using Locality Preserving Non-Negative Matrix Factorization. Georgios Theocharous, Sridhar Mahadevan |
| 2010 | Computational Social Choice: Strategic and Combinatorial Aspects. Lirong Xia |
| 2010 | Computationally Feasible Automated Mechanism Design: General Approach and Case Studies. Mingyu Guo, Vincent Conitzer |
| 2010 | Computing Cost-Optimal Definitely Discriminating Tests. Anika Schumann, Jinbo Huang, Martin Sachenbacher |
| 2010 | Conformal Mapping by Computationally Efficient Methods. Stefan Pintilie, Ali Ghodsi |
| 2010 | Constrained Coclustering for Textual Documents. Yangqiu Song, Shimei Pan, Shixia Liu, Furu Wei, Michelle X. Zhou, Weihong Qian |
| 2010 | Constrained Metric Learning Via Distance Gap Maximization. Wei Liu, Xinmei Tian, Dacheng Tao, Jianzhuang Liu |
| 2010 | Constraint Programming for Data Mining and Machine Learning. Luc De Raedt, Tias Guns, Siegfried Nijssen |
| 2010 | Continual On-Line Planning. Sofia Lemons |
| 2010 | Control Model Learning for Whole-Body Mobile Manipulation. Scott Kuindersma |
| 2010 | Convergence to Equilibria in Plurality Voting. Reshef Meir, Maria Polukarov, Jeffrey S. Rosenschein, Nicholas R. Jennings |
| 2010 | Cost-Sensitive Semi-Supervised Support Vector Machine. Yufeng Li, James T. Kwok, Zhi-Hua Zhou |
| 2010 | Creating Dynamic Story Plots with Continual Multiagent Planning. Michael Brenner |
| 2010 | DTProbLog: A Decision-Theoretic Probabilistic Prolog. Guy Van den Broeck, Ingo Thon, Martijn van Otterlo, Luc De Raedt |
| 2010 | Dealing with Infinite Loops, Underestimation, and Overestimation of Depth-First Proof-Number Search. Akihiro Kishimoto |
| 2010 | Decidable Fragments of First-Order Language Under Stable Model Semantics and Circumscription. Heng Zhang, Mingsheng Ying |
| 2010 | Decision-Theoretic Control of Crowd-Sourced Workflows. Peng Dai, Mausam, Daniel S. Weld |
| 2010 | Decomposed Utility Functions and Graphical Models for Reasoning about Preferences. Ronen I. Brafman, Yagil Engel |
| 2010 | Dependence Minimizing Regression with Model Selection for Non-Linear Causal Inference under Non-Gaussian Noise. Makoto Yamada, Masashi Sugiyama |
| 2010 | Design and Implementation of Two-level Synchronization for Interactive Music Robot. Takuma Otsuka, Kazuhiro Nakadai, Toru Takahashi, Kazunori Komatani, Tetsuya Ogata, Hiroshi G. Okuno |
| 2010 | Detecting Social Ties and Copying Events from Affiliation Data. Lisa Friedland |
| 2010 | Discovering Long Range Properties of Social Networks with Multi-Valued Time-Inhomogeneous Models. Danny Wyatt, Tanzeem Choudhury, Jeff A. Bilmes |
| 2010 | Discriminant Laplacian Embedding. Hua Wang, Heng Huang, Chris H. Q. Ding |
| 2010 | Distributed Auction-Based Initialization of Mobile Robot Formations. Robert Louis Long, Ross Mead, Jerry B. Weinberg |
| 2010 | Diversifying Query Suggestion Results. Hao Ma, Michael R. Lyu, Irwin King |
| 2010 | Dominance Testing via Model Checking. Ganesh Ram Santhanam, Samik Basu, Vasant G. Honavar |
| 2010 | Dynamic Auction: A Tractable Auction Procedure. Dongmo Zhang, Laurent Perrussel |
| 2010 | EWLS: A New Local Search for Minimum Vertex Cover. Shaowei Cai, Kaile Su, Qingliang Chen |
| 2010 | Efficient Belief Propagation for Utility Maximization and Repeated Inference. Aniruddh Nath, Pedro M. Domingos |
| 2010 | Efficient Lifting for Online Probabilistic Inference. Aniruddh Nath, Pedro M. Domingos |
| 2010 | Efficient Spectral Feature Selection with Minimum Redundancy. Zheng Zhao, Lei Wang, Huan Liu |
| 2010 | Enhancing ASP by Functions: Decidable Classes and Implementation Techniques. Francesco Calimeri, Susanna Cozza, Giovambattista Ianni, Nicola Leone |
| 2010 | Enhancing Affective Communication in Embodied Conversational Agents. Michelle Denise Leonhardt |
| 2010 | Envy Quotes and the Iterated Core-Selecting Combinatorial Auction. Abraham Othman, Tuomas Sandholm |
| 2010 | Epsilon-First Policies for Budget-Limited Multi-Armed Bandits. Long Tran-Thanh, Archie C. Chapman, Enrique Munoz de Cote, Alex Rogers, Nicholas R. Jennings |
| 2010 | Error Aware Monocular Visual Odometry using Vertical Line Pairs for Small Robots in Urban Areas. Ji Zhang, Dezhen Song |
| 2010 | Evolved Intrinsic Reward Functions for Reinforcement Learning. Scott Niekum |
| 2010 | Evolving Compiler Heuristics to Manage Communication and Contention. Matthew E. Taylor, Katherine E. Coons, Behnam Robatmili, Bertrand A. Maher, Doug Burger, Kathryn S. McKinley |
| 2010 | Exact Algorithms and Experiments for Hierarchical Tree Clustering. Sepp Hartung, Jiong Guo, Christian Komusiewicz, Rolf Niedermeier, Johannes Uhlmann |
| 2010 | Exploiting Monotonicity in Interval Constraint Propagation. Ignacio Araya, Gilles Trombettoni, Bertrand Neveu |
| 2010 | Exploiting QBF Duality on a Circuit Representation. Alexandra Goultiaeva, Fahiem Bacchus |
| 2010 | Extracting Ontological Selectional Preferences for Non-Pertainym Adjectives from the Google Corpus. John J. Tanner, Fernando Gomez |
| 2010 | Extraction and Visualization of Implicit Social Relations on Social Networking Services. Meesun Song, Wonkyu Lee, Junghwan Kim |
| 2010 | Facial Age Estimation by Learning from Label Distributions. Xin Geng, Kate Smith-Miles, Zhi-Hua Zhou |
| 2010 | Facilitating the Evaluation of Automated Negotiators using Peer Designed Agents. Raz Lin, Sarit Kraus, Yinon Oshrat, Ya'akov (Kobi) Gal |
| 2010 | Fast Algorithms for Top-k Approximate String Matching. Zhenglu Yang, Jianjun Yu, Masaru Kitsuregawa |
| 2010 | Fast Conditional Density Estimation for Quantitative Structure-Activity Relationships. Fabian Buchwald, Tobias Girschick, Eibe Frank, Stefan Kramer |
| 2010 | Fast Local Search Algorithm for Weighted Feedback Arc Set in Tournaments. Fedor V. Fomin, Daniel Lokshtanov, Venkatesh Raman, Saket Saurabh |
| 2010 | Filtering Bounded Knapsack Constraints in Expected Sublinear Time. Yuri Malitsky, Meinolf Sellmann, Radoslaw Szymanek |
| 2010 | Finding Optimal Solutions to Cooperative Pathfinding Problems. Trevor Scott Standley |
| 2010 | Finding Semantic Inconsistencies in UMLS using Answer Set Programming. Halit Erdogan, Olivier Bodenreider, Esra Erdem |
| 2010 | Finite-State Controllers Based on Mealy Machines for Centralized and Decentralized POMDPs. Christopher Amato, Blai Bonet, Shlomo Zilberstein |
| 2010 | First-Order Indefinability of Answer Set Programs on Finite Structures. Yin Chen, Yan Zhang, Yi Zhou |
| 2010 | Fixing a Tournament. Virginia Vassilevska Williams |
| 2010 | Forest-Based Semantic Role Labeling. Hao Xiong, Haitao Mi, Yang Liu, Qun Liu |
| 2010 | Framework and Schema for Semantic Web Knowledge Bases. James P. McGlothlin |
| 2010 | G-Optimal Design with Laplacian Regularization. Chun Chen, Zhengguang Chen, Jiajun Bu, Can Wang, Lijun Zhang, Cheng Zhang |
| 2010 | GTPA: A Generative Model For Online Mentor-Apprentice Networks. Muhammad Aurangzeb Ahmad, David A. Huffaker, Jing Wang, Jeffrey William Treem, Marshall Scott Poole, Jaideep Srivastava |
| 2010 | Gaussian Mixture Model with Local Consistency. Jialu Liu, Deng Cai, Xiaofei He |
| 2010 | Gaussian Process Latent Random Field. Guoqiang Zhong, Wu-Jun Li, Dit-Yan Yeung, Xinwen Hou, Cheng-Lin Liu |
| 2010 | Generalized Task Markets for Human and Machine Computation. Dafna Shahaf, Eric Horvitz |
| 2010 | Genome Rearrangement: A Planning Approach. Tansel Uras, Esra Erdem |
| 2010 | Goal-Driven Autonomy in a Navy Strategy Simulation. Matthew Molineaux, Matthew Klenk, David W. Aha |
| 2010 | Good Rationalizations of Voting Rules. Edith Elkind, Piotr Faliszewski, Arkadii M. Slinko |
| 2010 | Grouping Strokes into Shapes in Hand-Drawn Diagrams. Eric Jeffrey Peterson, Thomas F. Stahovich, Eric Doi, Christine Alvarado |
| 2010 | Hidden Market Design. Sven Seuken, Kamal Jain, David C. Parkes |
| 2010 | Hierarchical Skill Learning for High-Level Planning. James MacGlashan |
| 2010 | High-Quality Policies for the Canadian Traveler's Problem. Patrick Eyerich, Thomas Keller, Malte Helmert |
| 2010 | How Incomplete Is Your Semantic Web Reasoner? Giorgos Stoilos, Bernardo Cuenca Grau, Ian Horrocks |
| 2010 | Hydra: Automatically Configuring Algorithms for Portfolio-Based Selection. Lin Xu, Holger H. Hoos, Kevin Leyton-Brown |
| 2010 | In Defense of Large Qualitative Calculi. Jason Jingshi Li, Jochen Renz |
| 2010 | Increasing Threshold Search for Best-Valued Agents. David Sarne, Simon Shamoun, Eli Rata |
| 2010 | Independent Additive Heuristics Reduce Search Multiplicatively. Teresa Maria Breyer, Richard E. Korf |
| 2010 | Inducing Probability Distributions from Knowledge Bases with (In)dependence Relations. Jianbing Ma, Weiru Liu, Anthony Hunter |
| 2010 | Informed Lifting for Message-Passing. Kristian Kersting, Youssef El Massaoudi, Fabian Hadiji, Babak Ahmadi |
| 2010 | Instance-Based Online Learning of Deterministic Relational Action Models. Joseph Z. Xu, John E. Laird |
| 2010 | Integrated Systems for Inducing Spatio-Temporal Process Models. Chunki Park, Will Bridewell, Pat Langley |
| 2010 | Integrating Constraint Satisfaction and Spatial Reasoning. Unmesh Kurup, Nicholas L. Cassimatis |
| 2010 | Integrating Expert Knowledge and Experience. Ben George Weber |
| 2010 | Integrating Reinforcement Learning into a Programming Language. Christopher L. Simpkins |
| 2010 | Integrating Sample-Based Planning and Model-Based Reinforcement Learning. Thomas J. Walsh, Sergiu Goschin, Michael L. Littman |
| 2010 | Integrating Transfer Learning in Synthetic Student. Nan Li, William W. Cohen, Kenneth R. Koedinger |
| 2010 | Integrating a Closed World Planner with an Open World Robot: A Case Study. Kartik Talamadupula, J. Benton, Paul W. Schermerhorn, Subbarao Kambhampati, Matthias Scheutz |
| 2010 | Integrity Constraints in OWL. Jiao Tao, Evren Sirin, Jie Bao, Deborah L. McGuinness |
| 2010 | Intelligent Time-Aware Query Translation for Text Sources. Amal Chaminda Kaluarachchi, Aparna S. Varde, Jing Peng, Anna Feldman |
| 2010 | Intelligently Aiding Human-Guided Correction of Speech Recognition. Keith Vertanen, Per Ola Kristensson |
| 2010 | Intentions in Equilibrium. John Grant, Sarit Kraus, Michael J. Wooldridge |
| 2010 | Interactive Categorization of Containers and Non-Containers by Unifying Categorizations Derived from Multiple Exploratory Behaviors. Shane Griffith, Alexander Stoytchev |
| 2010 | Interactive Learning Using Manifold Geometry. Eric Eaton, Gary Holness, Daniel McFarlane |
| 2010 | Interactive Task-Plan Learning. Shuonan Dong |
| 2010 | Kernelized Sorting for Natural Language Processing. Jagadeesh Jagarlamudi, Seth Juarez, Hal Daumé III |
| 2010 | Keyword Extraction and Headline Generation Using Novel Word Features. Songhua Xu, Shaohui Yang, Francis Chi-Moon Lau |
| 2010 | Knowledge Compilation in the Modal Logic S5. Meghyn Bienvenu, Hélène Fargier, Pierre Marquis |
| 2010 | Latent Class Models for Algorithm Portfolio Methods. Bryan Silverthorn, Risto Miikkulainen |
| 2010 | Latent Variable Model for Learning in Pairwise Markov Networks. Saeed Amizadeh, Milos Hauskrecht |
| 2010 | Lazy Theta*: Any-Angle Path Planning and Path Length Analysis in 3D. Alex Nash, Sven Koenig, Craig A. Tovey |
| 2010 | Learning Causal Models of Relational Domains. Marc E. Maier, Brian J. Taylor, Hüseyin Oktay, David D. Jensen |
| 2010 | Learning Discriminative Piecewise Linear Models with Boundary Points. Kun Gai, Changshui Zhang |
| 2010 | Learning Methods to Generate Good Plans: Integrating HTN Learning and Reinforcement Learning. Chad Hogg, Ugur Kuter, Hector Muñoz-Avila |
| 2010 | Learning Simulation Control in General Game-Playing Agents. Hilmar Finnsson, Yngvi Björnsson |
| 2010 | Learning Spatial-Temporal Varying Graphs with Applications to Climate Data Analysis. Xi Chen, Yan Liu, Han Liu, Jaime G. Carbonell |
| 2010 | Learning from Concept Drifting Data Streams with Unlabeled Data. Pei-Pei Li, Xindong Wu, Xuegang Hu |
| 2010 | Learning to Predict Opinion Share in Social Networks. Masahiro Kimura, Kazumi Saito, Kouzou Ohara, Hiroshi Motoda |
| 2010 | Lifting Rationality Assumptions in Binary Aggregation. Umberto Grandi, Ulle Endriss |
| 2010 | Local Optimization for Simulation of Natural Motion. Tom Erez |
| 2010 | Local Search in Histogram Construction. Felix Halim, Panagiotis Karras, Roland H. C. Yap |
| 2010 | Local and Global Regressive Mapping for Manifold Learning with Out-of-Sample Extrapolation. Yi Yang, Feiping Nie, Shiming Xiang, Yueting Zhuang, Wenhua Wang |
| 2010 | Materializing Inferred and Uncertain Knowledge in RDF Datasets. James P. McGlothlin, Latifur R. Khan |
| 2010 | Materializing and Persisting Inferred and Uncertain Knowledge in RDF Datasets. James P. McGlothlin, Latifur R. Khan |
| 2010 | Modeling Dynamic Multi-Topic Discussions in Online Forums. Hao Wu, Jiajun Bu, Chun Chen, Can Wang, Guang Qiu, Lijun Zhang, Jianfeng Shen |
| 2010 | Multi-Agent Fault Tolerance Inspired by a Computational Analysis of Cancer. Megan M. Olsen |
| 2010 | Multi-Agent Learning with Policy Prediction. Chongjie Zhang, Victor R. Lesser |
| 2010 | Multi-Agent Plan Recognition: Formalization and Algorithms. Bikramjit Banerjee, Landon Kraemer, Jeremy Lyle |
| 2010 | Multi-Instance Dimensionality Reduction. Yu-Yin Sun, Michael K. Ng, Zhi-Hua Zhou |
| 2010 | Multi-Label Classification: Inconsistency and Class Balanced K-Nearest Neighbor. Hua Wang, Chris H. Q. Ding, Heng Huang |
| 2010 | Multi-Label Learning with Weak Label. Yu-Yin Sun, Yin Zhang, Zhi-Hua Zhou |
| 2010 | Multi-Task Active Learning with Output Constraints. Yi Zhang |
| 2010 | Multi-Task Sparse Discriminant Analysis (MtSDA) with Overlapping Categories. Yahong Han, Fei Wu, Jinzhu Jia, Yueting Zhuang, Bin Yu |
| 2010 | Multilinear Maximum Distance Embedding Via L1-Norm Optimization. Yang Liu, Yan Liu, Keith C. C. Chan |
| 2010 | Multitask Bregman Clustering. Jianwen Zhang, Changshui Zhang |
| 2010 | Myopic Policies for Budgeted Optimization with Constrained Experiments. Javad Azimi, Xiaoli Z. Fern, Alan Fern, Elizabeth Burrows, Frank Chaplen, Yanzhen Fan, Hong Liu, Jun Jaio, Rebecca Schaller |
| 2010 | New Mini-Bucket Partitioning Heuristics for Bounding the Probability of Evidence. Emma Rollon, Rina Dechter |
| 2010 | New Worst-Case Upper Bound for #2-SAT and #3-SAT with the Number of Clauses as the Parameter. Junping Zhou, Minghao Yin, Chunguang Zhou |
| 2010 | News Recommendation in Forum-Based Social Media. Jia Wang, Qing Li, Yuanzhu Peter Chen, Jiafen Liu, Chen Zhang, Zhangxi Lin |
| 2010 | Node Selection Query Languages for Trees. Diego Calvanese, Giuseppe De Giacomo, Maurizio Lenzerini, Moshe Y. Vardi |
| 2010 | Non-I.I.D. Multi-Instance Dimensionality Reduction by Learning a Maximum Bag Margin Subspace. Wei Ping, Ye Xu, Kexin Ren, Chi-Hung Chi, Furao Shen |
| 2010 | Non-Metric Locality-Sensitive Hashing. Yadong Mu, Shuicheng Yan |
| 2010 | Non-Negative Matrix Factorization Clustering on Multiple Manifolds. Bin Shen, Luo Si |
| 2010 | Non-Negative Matrix Factorization with Constraints. Haifeng Liu, Zhaohui Wu |
| 2010 | Nonmanipulable Randomized Tournament Selections. Alon Altman, Robert Kleinberg |
| 2010 | Nonparametric Bayesian Approaches for Reinforcement Learning in Partially Observable Domains. Finale Doshi-Velez |
| 2010 | Nonparametric Curve Extraction Based on Ant Colony System. Qing Tan, Qing He, Zhongzhi Shi |
| 2010 | On Multi-Robot Area Coverage. Pooyan Fazli |
| 2010 | On the Reputation of Agent-Based Web Services. Babak Khosravifar, Jamal Bentahar, Ahmad Moazin, Philippe Thiran |
| 2010 | On the Use of Prime Implicates in Conformant Planning. Son Thanh To, Tran Cao Son, Enrico Pontelli |
| 2010 | Online Learning of Uneven Terrain for Humanoid Bipedal Walking. Seung-Joon Yi, Byoung-Tak Zhang, Daniel D. Lee |
| 2010 | Ontological Reasoning with F-logic Lite and its Extensions. Andrea Calì, Georg Gottlob, Michael Kifer, Thomas Lukasiewicz, Andreas Pieris |
| 2010 | Ontologies and Representations of Matter. Ernest Davis |
| 2010 | Optimal Rectangle Packing on Non-Square Benchmarks. Eric Huang, Richard E. Korf |
| 2010 | Optimal Social Trust Path Selection in Complex Social Networks. Guanfeng Liu, Yan Wang, Mehmet A. Orgun |
| 2010 | Optimal Strategies for Reviewing Search Results. Jeff Huang, Anna Kazeykina |
| 2010 | Ordered Completion for First-Order Logic Programs on Finite Structures. Vernon Asuncion, Fangzhen Lin, Yan Zhang, Yi Zhou |
| 2010 | PR + RQ ALMOST EQUAL TO PQ: Transliteration Mining Using Bridge Language. Mitesh M. Khapra, Raghavendra Udupa, A. Kumaran, Pushpak Bhattacharyya |
| 2010 | PUMA: Planning Under Uncertainty with Macro-Actions. Ruijie He, Emma Brunskill, Nicholas Roy |
| 2010 | Panlingual Lexical Translation via Probabilistic Inference. Mausam, Stephen Soderland, Oren Etzioni |
| 2010 | Parallel Depth First Proof Number Search. Tomoyuki Kaneko |
| 2010 | Past and Future of DL-Lite. Alessandro Artale, Roman Kontchakov, Vladislav Ryzhikov, Michael Zakharyaschev |
| 2010 | Planning in Dynamic Environments: Extending HTNs with Nonlinear Continuous Effects. Matthew Molineaux, Matthew Klenk, David W. Aha |
| 2010 | Possible Winners when New Candidates Are Added: The Case of Scoring Rules. Yann Chevaleyre, Jérôme Lang, Nicolas Maudet, Jérôme Monnot |
| 2010 | Predicting Structural and Functional Sites in Proteins by Searching for Maximum-weight Cliques. Franco Mascia, Elisa Cilia, Mauro Brunato, Andrea Passerini |
| 2010 | Predicting the Importance of Newsfeed Posts and Social Network Friends. Tim Paek, Michael Gamon, Scott Counts, David Maxwell Chickering, Aman Dhesi |
| 2010 | Prioritization of Domain-Specific Web Information Extraction. Jian Huang, Cong Yu |
| 2010 | Private and Third-Party Randomization in Risk-Sensitive Equilibrium Concepts. Mickey Brautbar, Michael J. Kearns, Umar Syed |
| 2010 | Probabilistic Plan Recognition Using Off-the-Shelf Classical Planners. Miquel Ramírez, Hector Geffner |
| 2010 | Probabilistic Possible Winner Determination. Yoram Bachrach, Nadja Betzler, Piotr Faliszewski |
| 2010 | Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2010, Atlanta, Georgia, USA, July 11-15, 2010 Maria Fox, David Poole |
| 2010 | Progress on Agent Coordination with Cooperative Auctions. Sven Koenig, Pinar Keskinocak, Craig A. Tovey |
| 2010 | Propagating Conjunctions of AllDifferent Constraints. Christian Bessiere, George Katsirelos, Nina Narodytska, Claude-Guy Quimper, Toby Walsh |
| 2010 | Properties of Bayesian Dirichlet Scores to Learn Bayesian Network Structures. Cassio P. de Campos, Qiang Ji |
| 2010 | Reasoning about Imperfect Information Games in the Epistemic Situation Calculus. Vaishak Belle, Gerhard Lakemeyer |
| 2010 | Recognizing Multi-Agent Activities from GPS Data. Adam Sadilek, Henry A. Kautz |
| 2010 | Reinforcement Learning Via Practice and Critique Advice. Kshitij Judah, Saikat Roy, Alan Fern, Thomas G. Dietterich |
| 2010 | Reinforcement Learning via AIXI Approximation. Joel Veness, Kee Siong Ng, Marcus Hutter, David Silver |
| 2010 | Relational Partially Observable MDPs. Chenggang Wang, Roni Khardon |
| 2010 | Relational Reinforcement Learning in Infinite Mario. Shiwali Mohan, John E. Laird |
| 2010 | Relative Entropy Policy Search. Jan Peters, Katharina Mülling, Yasemin Altun |
| 2010 | Representation Discovery in Sequential Decision Making. Sridhar Mahadevan |
| 2010 | Representing Preferences Among Sets. Gerhard Brewka, Miroslaw Truszczynski, Stefan Woltran |
| 2010 | Respecting Markov Equivalence in Computing Posterior Probabilities of Causal Graphical Features. Eun Yong Kang, Ilya Shpitser, Eleazar Eskin |
| 2010 | Robust Policy Computation in Reward-Uncertain MDPs Using Nondominated Policies. Kevin Regan, Craig Boutilier |
| 2010 | SAP Speaks PDDL. Jörg Hoffmann, Ingo Weber, Frank Michael Kraft |
| 2010 | Saving Redundant Messages in BnB-ADOPT. Patricia Gutierrez, Pedro Meseguer |
| 2010 | Search Space Reduction Using Swamp Hierarchies. Nir Pochter, Aviv Zohar, Jeffrey S. Rosenschein, Ariel Felner |
| 2010 | Search-Based Path Planning with Homotopy Class Constraints. Subhrajit Bhattacharya |
| 2010 | Searching Without a Heuristic: Efficient Use of Abstraction. Bradford John Larsen, Ethan Burns, Wheeler Ruml, Robert Holte |
| 2010 | Security Games with Arbitrary Schedules: A Branch and Price Approach. Manish Jain, Erim Kardes, Christopher Kiekintveld, Fernando Ordóñez, Milind Tambe |
| 2010 | Semantic Search in Linked Data: Opportunities and Challenges. Hamid Haidarian Shahri |
| 2010 | Semi-Supervised Dimension Reduction for Multi-Label Classification. Buyue Qian, Ian Davidson |
| 2010 | Sentiment Analysis with Global Topics and Local Dependency. Fangtao Li, Minlie Huang, Xiaoyan Zhu |
| 2010 | Sequential Incremental-Value Auctions. Xiaoming Zheng, Sven Koenig |
| 2010 | Session Based Click Features for Recency Ranking. Yoshiyuki Inagaki, Narayanan Sadagopan, Georges Dupret, Anlei Dong, Ciya Liao, Yi Chang, Zhaohui Zheng |
| 2010 | Simultaneous Elicitation of Preference Features and Utility. Craig Boutilier, Kevin Regan, Paolo Viappiani |
| 2010 | Single-Frontier Bidirectional Search. Ariel Felner, Carsten Moldenhauer, Nathan R. Sturtevant, Jonathan Schaeffer |
| 2010 | Situation Calculus as Answer Set Programming. Joohyung Lee, Ravi Palla |
| 2010 | SixthSense: Fast and Reliable Recognition of Dead Ends in MDPs. Andrey Kolobov, Mausam, Daniel S. Weld |
| 2010 | Smooth Optimization for Effective Multiple Kernel Learning. Zenglin Xu, Rong Jin, Shenghuo Zhu, Michael R. Lyu, Irwin King |
| 2010 | Soundness Preserving Approximation for TBox Reasoning. Yuan Ren, Jeff Z. Pan, Yuting Zhao |
| 2010 | Space Efficient Evaluation of ASP Programs with Bounded Predicate Arities. Thomas Eiter, Wolfgang Faber, Mushthofa Mushthofa |
| 2010 | Stability and Incentive Compatibility in a Kernel-Based Combinatorial Auction. Sébastien Lahaie |
| 2010 | Stackelberg Voting Games: Computational Aspects and Paradoxes. Lirong Xia, Vincent Conitzer |
| 2010 | Structure Learning for Markov Logic Networks with Many Descriptive Attributes. Hassan Khosravi, Oliver Schulte, Tong Man, Xiaoyuan Xu, Bahareh Bina |
| 2010 | Structured Parameter Elicitation. Li Ling Ko, David Hsu, Wee Sun Lee, Sylvie C. W. Ong |
| 2010 | Subjective Trust Inference in Composite Services. Lei Li, Yan Wang |
| 2010 | Supporting Wilderness Search and Rescue with Integrated Intelligence: Autonomy and Information at the Right Time and the Right Place. Lanny Lin, Michael Roscheck, Michael A. Goodrich, Bryan S. Morse |
| 2010 | Symbolic Dynamic Programming for First-order POMDPs. Scott Sanner, Kristian Kersting |
| 2010 | Symmetry Detection in General Game Playing. Stephan Schiffel |
| 2010 | Symmetry in Solutions. Marijn Heule, Toby Walsh |
| 2010 | Task Space Behavior Learning for Humanoid Robots using Gaussian Mixture Models. Kaushik Subramanian |
| 2010 | Team Formation with Heterogeneous Agents in Computer Games. Robert G. Price, Scott D. Goodwin |
| 2010 | Temporal Information Extraction. Xiao Ling, Daniel S. Weld |
| 2010 | Temporal Planning for Interacting Durative Actions with Continuous Effects. Serdar Kecici, Sanem Sariel Talay |
| 2010 | Temporal and Social Context Based Burst Detection from Folksonomies. Junjie Yao, Bin Cui, Yuxin Huang, Xin Jin |
| 2010 | The Boosting Effect of Exploratory Behaviors. Jivko Sinapov, Alexander Stoytchev |
| 2010 | The Genetic Algorithm as a General Diffusion Model for Social Networks. Mayank Lahiri, Manuel Cebrián |
| 2010 | The Induction and Transfer of Declarative Bias. Will Bridewell, Ljupco Todorovski |
| 2010 | The Model-Based Approach to Autonomous Behavior: A Personal View. Hector Geffner |
| 2010 | The Tree Representation of Feasible Solutions for the TSP with Pickup and Delivery and LIFO Loading. Dejian Tu, Songshan Guo, Hu Qin, Wee-Chong Oon, Andrew Lim |
| 2010 | To Max or Not to Max: Online Learning for Speeding Up Optimal Planning. Carmel Domshlak, Erez Karpas, Shaul Markovitch |
| 2010 | Tolerable Manipulability in Dynamic Assignment without Money. James Y. Zou, Sujit Gujar, David C. Parkes |
| 2010 | Topological Relations between Convex Regions. Sanjiang Li, Weiming Liu |
| 2010 | Toward Learning to Press Doorbell Buttons. Liping Wu, Vladimir Sukhoy, Alexander Stoytchev |
| 2010 | Toward an Architecture for Never-Ending Language Learning. Andrew Carlson, Justin Betteridge, Bryan Kisiel, Burr Settles, Estevam R. Hruschka Jr., Tom M. Mitchell |
| 2010 | Towards Interesting Patterns of Hard CSPs with Functional Constraints. Chendong Li |
| 2010 | Towards Multiagent Meta-level Control. Shanjun Cheng, Anita Raja, Victor R. Lesser |
| 2010 | Towards a Robust Deep Language Understanding System. Mehdi Hafezi Manshadi |
| 2010 | Towards an Intelligent Code Search Engine. Jinhan Kim, Sanghoon Lee, Seung-won Hwang, Sunghun Kim |
| 2010 | Transductive Learning on Adaptive Graphs. Yan-Ming Zhang, Yu Zhang, Dit-Yan Yeung, Cheng-Lin Liu, Xinwen Hou |
| 2010 | Transfer Learning in Collaborative Filtering for Sparsity Reduction. Weike Pan, Evan Wei Xiang, Nathan Nan Liu, Qiang Yang |
| 2010 | Transferable Utility Planning Games. Ronen I. Brafman, Carmel Domshlak, Yagil Engel, Moshe Tennenholtz |
| 2010 | Transmission Network Expansion Planning with Simulation Optimization. Russell Bent, Alan Berscheid, G. Loren Toole |
| 2010 | Trial-Based Dynamic Programming for Multi-Agent Planning. Feng Wu, Shlomo Zilberstein, Xiaoping Chen |
| 2010 | Trust Models and Con-Man Agents: From Mathematical to Empirical Analysis. Amirali Salehi-Abari, Tony White |
| 2010 | Truth, Justice, and Cake Cutting. Yiling Chen, John K. Lai, David C. Parkes, Ariel D. Procaccia |
| 2010 | Two-Player Game Structures for Generalized Planning and Agent Composition. Giuseppe De Giacomo, Paolo Felli, Fabio Patrizi, Sebastian Sardiña |
| 2010 | Two-Stage Sparse Representation for Robust Recognition on Large-Scale Database. Ran He, Bao-Gang Hu, Wei-Shi Zheng, Yanqing Guo |
| 2010 | Understanding the Success of Perfect Information Monte Carlo Sampling in Game Tree Search. Jeffrey Richard Long, Nathan R. Sturtevant, Michael Buro, Timothy Furtak |
| 2010 | Unsupervised Learning of Event Classes from Video. Muralikrishna Sridhar, Anthony G. Cohn, David C. Hogg |
| 2010 | Urban Security: Game-Theoretic Resource Allocation in Networked Domains. Jason Tsai, Zhengyu Yin, Jun-young Kwak, David Kempe, Christopher Kiekintveld, Milind Tambe |
| 2010 | User-Specific Learning for Recognizing a Singer's Intended Pitch. Andrew Guillory, Sumit Basu, Dan Morris |
| 2010 | UserRec: A User Recommendation Framework in Social Tagging Systems. Tom Chao Zhou, Hao Ma, Michael R. Lyu, Irwin King |
| 2010 | Using Bisimulation for Policy Transfer in MDPs. Pablo Samuel Castro, Doina Precup |
| 2010 | Using Closed Captions as Supervision for Video Activity Recognition. Sonal Gupta, Raymond J. Mooney |
| 2010 | Using Imagery to Simplify Perceptual Abstraction in Reinforcement Learning Agents. Samuel Wintermute |
| 2010 | Using Lookaheads with Optimal Best-First Search. Roni Stern, Tamar Kulberis, Ariel Felner, Robert Holte |
| 2010 | Utilizing Context in Generative Bayesian Models for Linked Corpus. Saurabh Kataria, Prasenjit Mitra, Sumit Bhatia |
| 2010 | Visual Contextual Advertising: Bringing Textual Advertisements to Images. Yuqiang Chen, Ou Jin, Gui-Rong Xue, Jia Chen, Qiang Yang |
| 2010 | Voting Almost Maximizes Social Welfare Despite Limited Communication. Ioannis Caragiannis, Ariel D. Procaccia |
| 2010 | What Is an Opinion About? Exploring Political Standpoints Using Opinion Scoring Model. Bi Chen, Leilei Zhu, Daniel Kifer, Dongwon Lee |
| 2010 | What if the Irresponsible Teachers Are Dominating? Shuo Chen, Jianwen Zhang, Guangyun Chen, Changshui Zhang |
| 2010 | g-Planner: Real-time Motion Planning and Global Navigation using GPUs. Jia Pan, Christian Lauterbach, Dinesh Manocha |