ML Anthology

AAAI 2011

319 papers

A Bayesian Reinforcement Learning Framework Using Relevant Vector Machines Nikolaos Tziortziotis, Konstantinos Blekas
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A Closer Look at the Probabilistic Description Logic Prob-EL Víctor Gutiérrez-Basulto, Jean Christoph Jung, Carsten Lutz, Lutz Schröder
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A Comparison of Lex Bounds for Multiset Variables in Constraint Programming Yat Chiu Law, Jimmy Ho-Man Lee, May Hiu-Chun Woo, Toby Walsh
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A Distributed Anytime Algorithm for Dynamic Task Allocation in Multi-Agent Systems Kathryn Sarah Macarthur, Ruben Stranders, Sarvapali D. Ramchurn, Nicholas R. Jennings
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A Fast Spectral Relaxation Approach to Matrix Completion via Kronecker Products Hui Zhao, Jiuqiang Han, Naiyan Wang, Congfu Xu, Zhihua Zhang
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A Feasible Nonconvex Relaxation Approach to Feature Selection Cuixia Gao, Naiyan Wang, Qi Rose Yu, Zhihua Zhang
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A Framework for Integration of Logical and Probabilistic Knowledge Jingsong Wang, Marco Valtorta
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A Functional Analysis of Historical Memory Retrieval Bias in the Word Sense Disambiguation Task Nate Derbinsky, John E. Laird
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A Game-Theoretic Approach to Influence in Networks Mohammad Tanvir Irfan, Luis E. Ortiz
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A General Nogood-Learning Framework for Pseudo-Boolean Multi-Valued SAT Siddhartha Jain, Ashish Sabharwal, Meinolf Sellmann
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A Generalised Solution to the Out-of-Sample Extension Problem in Manifold Learning Harry Strange, Reyer Zwiggelaar
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A Kernel-Based Iterative Combinatorial Auction Sébastien Lahaie
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A Large-Scale Study on Predicting and Contextualizing Building Energy Usage J. Zico Kolter, Joseph Ferreira Jr.
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A Local Monte Carlo Tree Search Approach in Deterministic Planning Fan Xie, Hootan Nakhost, Martin Müller
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A Modular Consistency Proof for DOLCE Oliver Kutz, Till Mossakowski
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A Nonparametric Bayesian Model of Multi-Level Category Learning Kevin Robert Canini, Thomas L. Griffiths
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A Novel Technique for Avoiding Plateaus of Greedy Best-First Search in Satisficing Planning Tatsuya Imai, Akihiro Kishimoto
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A POMDP Model of Eye-Hand Coordination Tom Erez, Julian J. Tramper, William D. Smart, Stan C. A. M. Gielen
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A POMDP-Based Optimal Control of P300-Based Brain-Computer Interfaces Jaeyoung Park, Kee-Eung Kim, Yoon-Kyu Song
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A Probabilistic Trust and Reputation Model for Supply Chain Management Yasaman Haghpanah
A Robotics Environment for Software Engineering Courses Stephan Goebel, Ruben Jubeh, Simon-Lennert Raesch
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A Scalable Tree-Based Approach for Joint Object and Pose Recognition Kevin Lai, Liefeng Bo, Xiaofeng Ren, Dieter Fox
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A Semantical Account of Progression in the Presence of Uncertainty Vaishak Belle, Gerhard Lakemeyer
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A Simple and Effective Unsupervised Word Segmentation Approach Songjian Chen, Yabo Xu, Huiyou Chang
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A Switching Planner for Combined Task and Observation Planning Moritz Göbelbecker, Charles Gretton, Richard Dearden
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A Whole Page Click Model to Better Interpret Search Engine Click Data Weizhu Chen, Zhanglong Ji, Si Shen, Qiang Yang
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Abductive Markov Logic for Plan Recognition Parag Singla, Raymond J. Mooney
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Across-Model Collective Ensemble Classification Hoda Eldardiry, Jennifer Neville
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Active Dual Collaborative Filtering with Both Item and Attribute Feedback Luheng He, Nathan Nan Liu, Qiang Yang
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Ad Hoc Teamwork in Variations of the Pursuit Domain Samuel Barrett, Peter Stone
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Adaptive Large Margin Training for Multilabel Classification Yuhong Guo, Dale Schuurmans
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Adaptive Neighborhood Inverse Consistency as Lookahead for Non-Binary CSPs Robert J. Woodward, Shant Karakashian, Berthe Y. Choueiry, Christian Bessiere
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Adding Default Attributes to EL++ Piero A. Bonatti, Marco Faella, Luigi Sauro
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An Algebraic Prolog for Reasoning About Possible Worlds Angelika Kimmig, Guy Van den Broeck, Luc De Raedt
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An Efficient and Complete Approach for Cooperative Path-Finding Ryan Luna, Kostas E. Bekris
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An Empirical Study of Bagging Predictors for Different Learning Algorithms Guohua Liang, Xingquan Zhu, Chengqi Zhang
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An Event-Based Framework for Process Inference Michael Joya
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An Intelligent System for Prolonging Independent Living of Elderly Bogdan Pogorelc
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An Online Spectral Learning Algorithm for Partially Observable Nonlinear Dynamical Systems Byron Boots, Geoffrey J. Gordon
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Analogical Dialogue Acts: Supporting Learning by Reading Analogies in Instructional Texts David Michael Barbella, Kenneth D. Forbus
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Analyzing and Predicting Not-Answered Questions in Community-Based Question Answering Services Lichun Yang, Shenghua Bao, Qingliang Lin, Xian Wu, Dingyi Han, Zhong Su, Yong Yu
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Anytime Nonparametric a Jur van den Berg, Rajat Shah, Arthur Huang, Kenneth Y. Goldberg
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Approaches to Multi-Robot Exploration and Localization Arif Tuna Ozgelen, Michael Costantino, Adiba Ishak, Moses Kingston, Diquan Moore, Samuel Sanchez, Juan Pablo Muñoz, Simon Parsons, Elizabeth Sklar
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Artificial Intelligence for Artificial Artificial Intelligence Peng Dai, Mausam, Daniel S. Weld
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Assessing Quality in the Web of Linked Sensor Data Chris Colin Baillie, Peter Edwards, Edoardo Pignotti
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Automated Abstractions for Patrolling Security Games Nicola Basilico, Nicola Gatti
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Automated Action Abstraction of Imperfect Information Extensive-Form Games John Alexander Hawkin, Robert Holte, Duane Szafron
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Automatic Group Sparse Coding Fei Wang, Noah Lee, Jimeng Sun, Jianying Hu, Shahram Ebadollahi
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Autonomous Skill Acquisition on a Mobile Manipulator George Dimitri Konidaris, Scott Kuindersma, Roderic A. Grupen, Andrew G. Barto
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Balancing Safety and Exploitability in Opponent Modeling Zhikun Wang, Abdeslam Boularias, Katharina Mülling, Jan Peters
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Basis Function Discovery Using Spectral Clustering and Bisimulation Metrics Gheorghe Comanici, Doina Precup
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Bayesian Learning of Generalized Board Positions for Improved Move Prediction in Computer Go Martin Michalowski, Mark S. Boddy, Mike Neilsen
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Block A*: Database-Driven Search with Applications in Any-Angle Path-Planning Peter Yap, Neil Burch, Robert C. Holte, Jonathan Schaeffer
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Bounded Forgetting Yi Zhou, Yan Zhang
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Branch and Price for Multi-Agent Plan Recognition Bikramjit Banerjee, Landon Kraemer
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Campaign Management Under Approval-Driven Voting Rules Ildikó Schlotter, Piotr Faliszewski, Edith Elkind
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Can Collective Sentiment Expressed on Twitter Predict Political Elections? Jessica Elan Chung, Eni Mustafaraj
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Can Quadrotors Succeed as an Educational Platform? Zachary Dodds
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Causal Theories of Actions Revisited Fangzhen Lin, Mikhail Soutchanski
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CCRank: Parallel Learning to Rank with Cooperative Coevolution Shuaiqiang Wang, Byron J. Gao, Ke Wang, Hady Wirawan Lauw
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Co-Evolution of Selection and Influence in Social Networks Yoon-Sik Cho, Greg Ver Steeg, Aram Galstyan
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Co-Training as a Human Collaboration Policy Xiaojin Zhu, Bryan R. Gibson, Timothy T. Rogers
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Coarse-to-Fine Inference and Learning for First-Order Probabilistic Models Chloé Kiddon, Pedro M. Domingos
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Cognitive Synergy Between Procedural and Declarative Learning in the Control of Animated and Robotic Agents Using the OpenCogPrime AGI Architecture Ben Goertzel, Joel Pitt, Jared Wigmore, Nil Geisweiller, Zhenhua Cai, Ruiting Lian, Deheng Huang, Gino Yu
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Collaborative Users' Brand Preference Mining Across Multiple Domains from Implicit Feedbacks Jian Tang, Jun Yan, Lei Ji, Ming Zhang, Shaodan Guo, Ning Liu, Xianfang Wang, Zheng Chen
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Combining Learned Discrete and Continuous Action Models Joseph Z. Xu, John E. Laird
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Commitment to Correlated Strategies Vincent Conitzer, Dmytro Korzhyk
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Commonsense Causal Reasoning Using Millions of Personal Stories Andrew S. Gordon, Cosmin Adrian Bejan, Kenji Sagae
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Comparing Action-Query Strategies in Semi-Autonomous Agents Robert Cohn, Edmund H. Durfee, Satinder Singh
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Comparing Agents' Success Against People in Security Domains Raz Lin, Sarit Kraus, Noa Agmon, Samuel Barrett, Peter Stone
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Complete Information Pursuit Evasion in Polygonal Environments Kyle Klein, Subhash Suri
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Complexity of and Algorithms for Borda Manipulation Jessica Davies, George Katsirelos, Nina Narodytska, Toby Walsh
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Composite Social Network for Predicting Mobile Apps Installation Wei Pan, Nadav Aharony, Alex Pentland
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Computing an Extensive-Form Perfect Equilibrium in Two-Player Games Nicola Gatti, Claudio Iuliano
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Conflict-Driven Constraint Answer Set Solving with Lazy Nogood Generation Christian Drescher, Toby Walsh
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Conjunctive Query Inseparability of OWL 2 QL TBoxes Boris Konev, Roman Kontchakov, Michel Ludwig, Thomas Schneider, Frank Wolter, Michael Zakharyaschev
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Conjunctive Representations in Contingent Planning: Prime Implicates Versus Minimal CNF Formula Son Thanh To, Tran Cao Son, Enrico Pontelli
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Constrained Coalition Formation Talal Rahwan, Tomasz P. Michalak, Edith Elkind, Piotr Faliszewski, Jacek Sroka, Michael J. Wooldridge, Nicholas R. Jennings
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Contextually-Based Utility: An Appraisal-Based Approach at Modeling Framing and Decisions Jonathan Yasuo Ito, Stacy Marsella
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Continual Planning with Sensing for Web Service Composition Eirini Kaldeli, Alexander Lazovik, Marco Aiello
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Continuous Occupancy Mapping with Integral Kernels Simon Timothy O'Callaghan, Fabio T. Ramos
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Controlling Selection Bias in Causal Inference Elias Bareinboim, Judea Pearl
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Convergence Properties of (μ + Λ) Evolutionary Algorithms Aram Ter-Sarkisov, Stephen R. Marsland
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Convex Sparse Coding, Subspace Learning, and Semi-Supervised Extensions Xinhua Zhang, Yaoliang Yu, Martha White, Ruitong Huang, Dale Schuurmans
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Coordinated Multi-Agent Reinforcement Learning in Networked Distributed POMDPs Chongjie Zhang, Victor R. Lesser
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Core-Guided Binary Search Algorithms for Maximum Satisfiability Federico Heras, António Morgado, João Marques-Silva
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CosTriage: A Cost-Aware Triage Algorithm for Bug Reporting Systems Jin-Woo Park, Mu-Woong Lee, Jinhan Kim, Seung-won Hwang, Sunghun Kim
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Creative Introspection and Knowledge Acquisition Tony Veale, Guofu Li
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Cross Media Entity Extraction and Linkage for Chemical Documents Su Yan, W. Scott Spangler, Ying Chen
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Cross-Language Latent Relational Search: Mapping Knowledge Across Languages Nguyen Tuan Duc, Danushka Bollegala, Mitsuru Ishizuka
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Decentralised Control of Micro-Storage in the Smart Grid Thomas Voice, Perukrishnen Vytelingum, Sarvapali D. Ramchurn, Alex Rogers, Nicholas R. Jennings
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Deriving a Web-Scale Common Sense Fact Database Niket Tandon, Gerard de Melo, Gerhard Weikum
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Design and Analysis of Value Creation Networks Sampath Kameshwaran, Sameep Mehta, Vinayaka Pandit
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Designing Water Efficient Residential Landscapes with Agent-Based Modeling Rhonda Hoenigman
Detecting Multilingual and Multi-Regional Query Intent in Web Search Yi Chang, Ruiqiang Zhang, Srihari Reddy, Yan Liu
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Developing a Language for Spoken Programming Benjamin M. Gordon
Differential Eligibility Vectors for Advantage Updating and Gradient Methods Francisco S. Melo
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Direct Density-Ratio Estimation with Dimensionality Reduction via Hetero-Distributional Subspace Analysis Makoto Yamada, Masashi Sugiyama
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DISCO: Describing Images Using Scene Contexts and Objects Ifeoma Nwogu, Yingbo Zhou, Christopher Brown
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Discovering Latent Strategies Xiaoxi Xu
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Discovering Life Cycle Assessment Trees from Impact Factor Databases Naren Sundaravaradan, Debprakash Patnaik, Naren Ramakrishnan, Manish Marwah, Amip Shah
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Distributed Constraint Optimization Under Stochastic Uncertainty Thomas Léauté, Boi Faltings
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Dominant-Strategy Auction Design for Agents with Uncertain, Private Values David R. M. Thompson, Kevin Leyton-Brown
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Dominating Manipulations in Voting with Partial Information Vincent Conitzer, Toby Walsh, Lirong Xia
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Dual Decomposition for Marginal Inference Justin Domke
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Dynamic Batch Mode Active Learning via L1 Regularization Shayok Chakraborty, Vineeth Nallure Balasubramanian, Sethuraman Panchanathan
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Dynamic Resource Allocation in Conservation Planning Daniel Golovin, Andreas Krause, Beth Gardner, Sarah J. Converse, Steve Morey
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Effective End-User Interaction with Machine Learning Saleema Amershi, James Fogarty, Ashish Kapoor, Desney S. Tan
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Efficiency and Privacy Tradeoffs in Mechanism Design Xin Sui, Craig Boutilier
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Efficient Energy-Optimal Routing for Electric Vehicles Martin Sachenbacher, Martin Leucker, Andreas Artmeier, Julian Haselmayr
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Efficient Issue-Grouping Approach for Multi-Issues Negotiation Between Exaggerator Agents Katsuhide Fujita, Takayuki Ito, Mark Klein
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Efficient Methods for Lifted Inference with Aggregate Factors Jaesik Choi, Rodrigo de Salvo Braz, Hung Hai Bui
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Efficient Subspace Segmentation via Quadratic Programming Shusen Wang, Xiaotong Yuan, Tiansheng Yao, Shuicheng Yan, Jialie Shen
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Efficiently Learning a Distance Metric for Large Margin Nearest Neighbor Classification Kyoungup Park, Chunhua Shen, Zhihui Hao, Junae Kim
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End-User Feature Labeling via Locally Weighted Logistic Regression Weng-Keen Wong, Ian Oberst, Shubhomoy Das, Travis Moore, Simone Stumpf, Kevin McIntosh, Margaret M. Burnett
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Enforcing Liveness in Autonomous Traffic Management Tsz-Chiu Au, Neda Shahidi, Peter Stone
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Enhancing Semantic Role Labeling for Tweets Using Self-Training Xiaohua Liu, Kuan Li, Ming Zhou, Zhongyang Xiong
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Ensemble Classification for Relational Domains Hoda Eldardiry
Euclidean Heuristic Optimization D. Chris Rayner, Michael H. Bowling, Nathan R. Sturtevant
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Evolution of Node Behavior in Link Prediction Baojun Qiu, Qi He, John Yen
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Exact Phase Transitions and Approximate Algorithm of #CSP Ping Huang, Minghao Yin, Ke Xu
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Exploiting Path Refinement Abstraction in Domain Transition Graphs Peter Gregory, Derek Long, Craig McNulty, Susan M. Murphy
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Exploiting Phase Transition in Latent Networks for Clustering Vahed Qazvinian, Dragomir R. Radev
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Exploiting Problem Symmetries in State-Based Planners Nir Pochter, Aviv Zohar, Jeffrey S. Rosenschein
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Extending Classical Planning Heuristics to Probabilistic Planning with Dead-Ends Florent Teichteil-Königsbuch, Vincent Vidal, Guillaume Infantes
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Extending the Applications of Recent Real-Time Heuristic Search Daniel Andrew Huntley, Vadim Bulitko
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Extensible Automated Constraint Modelling Ozgur Akgun, Ian Miguel, Christopher Jefferson, Alan M. Frisch, Brahim Hnich
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Fast Newton-CG Method for Batch Learning of Conditional Random Fields Yuta Tsuboi, Yuya Unno, Hisashi Kashima, Naoaki Okazaki
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Fast Parallel and Adaptive Updates for Dual-Decomposition Solvers Özgür Sümer, Umut A. Acar, Alexander Ihler, Ramgopal R. Mettu
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Fast Query Recommendation by Search Qixia Jiang, Maosong Sun
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Finding Answers and Generating Explanations for Complex Biomedical Queries Esra Erdem, Yelda Erdem, Halit Erdogan, Umut Öztok
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First-Order Logic with Counting for General Game Playing Lukasz Kaiser, Lukasz Stafiniak
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Generating Diverse Plans Using Quantitative and Qualitative Plan Distance Metrics Alexandra Coman, Hector Muñoz-Avila
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Generating Explanations for Complex Biomedical Queries Umut Öztok, Esra Erdem
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Generating True Relevance Labels in Chinese Search Engine Using Clickthrough Data Hengjie Song, Chunyan Miao, Zhiqi Shen
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Global Seismic Monitoring: A Bayesian Approach Nimar S. Arora, Stuart Russell, Paul Kidwell, Erik B. Sudderth
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Grammatical Error Detection for Corrective Feedback Provision in Oral Conversations Sungjin Lee, Hyungjong Noh, Kyusong Lee, Gary Geunbae Lee
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Green Driver: AI in a Microcosm Jim Apple, Paul Chang, Aran Clauson, Heidi E. Dixon, Hiba Fakhoury, Matthew L. Ginsberg, Erin Keenan, Alex Leighton, Kevin Scavezze, Bryan Smith
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Hekateros: A Desktop 5 Degree-of-Freedom Robot Arm for the Small-Scale Manipulation Robot Chess Challenge Kim Wheeler, Robin Knight, Collin Horvat, Daniel Packard, Casey Kuhns, Brent Wilkins, Robert Shiely
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Heterogeneous Transfer Learning for Image Classification Yin Zhu, Yuqiang Chen, Zhongqi Lu, Sinno Jialin Pan, Gui-Rong Xue, Yong Yu, Qiang Yang
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Heterogeneous Transfer Learning with RBMs Bin Wei, Christopher J. Pal
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Heuristic Planning in Adversarial Dynamic Domains Simon Chamberland, Froduald Kabanza
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Heuristic Search for Large Problems with Real Costs Matthew Hatem, Ethan Burns, Wheeler Ruml
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Higher-Order Description Logics for Domain Metamodeling Giuseppe De Giacomo, Maurizio Lenzerini, Riccardo Rosati
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How to Calibrate the Scores of Biased Reviewers by Quadratic Programming Magnus Roos, Jörg Rothe, Björn Scheuermann
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Human Spatial Relational Reasoning: Processing Demands, Representations, and Cognitive Model Marco Ragni, Sven Brüssow
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Hybrid Planning with Temporally Extended Goals for Sustainable Ocean Observing Hui Li, Brian Williams
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Hybrid Tractable Classes of Binary Quantified Constraint Satisfaction Problems Jian Gao, Minghao Yin, Junping Zhou
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Identifying Evaluative Sentences in Online Discussions Zhongwu Zhai, Bing Liu, Lei Zhang, Hua Xu, Peifa Jia
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Identifying Missing Node Information in Social Networks Ron Eyal, Sarit Kraus, Avi Rosenfeld
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Improving Cost-Optimal Domain-Independent Symbolic Planning Peter Kissmann, Stefan Edelkamp
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Improving Semi-Supervised Support Vector Machines Through Unlabeled Instances Selection Yufeng Li, Zhi-Hua Zhou
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Incentive-Compatible Escrow Mechanisms Jens Witkowski, Sven Seuken, David C. Parkes
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Incentive-Compatible Trust Mechanisms Jens Witkowski
Incorporating Boosted Regression Trees into Ecological Latent Variable Models Rebecca A. Hutchinson, Li-Ping Liu, Thomas G. Dietterich
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Inner Regions and Interval Linearizations for Global Optimization Gilles Trombettoni, Ignacio Araya, Bertrand Neveu, Gilles Chabert
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Integrating Clustering and Multi-Document Summarization by Bi-Mixture Probabilistic Latent Semantic Analysis (PLSA) with Sentence Bases Chao Shen, Tao Li, Chris H. Q. Ding
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Integrating Community Question and Answer Archives Wei Wei, Gao Cong, Xiaoli Li, See-Kiong Ng, Guohui Li
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Integrating Rules and Description Logics by Circumscription Qian Yang, Jia-Huai You, Zhiyong Feng
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Intrinsic Chess Ratings Kenneth Wingate Regan, Guy McCrossan Haworth
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Item-Level Social Influence Prediction with Probabilistic Hybrid Factor Matrix Factorization Peng Cui, Fei Wang, Shiqiang Yang, Lifeng Sun
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Joint Inference for Extracting Text Descriptors from Triage Images of Mass Disaster Victims Niyati Chhaya
Language Splitting and Relevance-Based Belief Change in Horn Logic Maonian Wu, Dongmo Zhang, Mingyi Zhang
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Large Scale Diagnosis Using Associations Between System Outputs and Components Ting Guo, Zhanshan Li, Ruizhi Guo, Xingquan Zhu
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Large Scale Spectral Clustering with Landmark-Based Representation Xinlei Chen, Deng Cai
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Latent Semantic Learning by Efficient Sparse Coding with Hypergraph Regularization Zhiwu Lu, Yuxin Peng
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Learned Behaviors of Multiple Autonomous Agents in Smart Grid Markets Prashant P. Reddy, Manuela M. Veloso
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Learning a Kernel for Multi-Task Clustering Quanquan Gu, Zhenhui Li, Jiawei Han
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Learning Accuracy and Availability of Humans Who Help Mobile Robots Stephanie Rosenthal, Manuela M. Veloso, Anind K. Dey
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Learning Compact Representations of Time-Varying Processes Philip Bachman, Doina Precup
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Learning Dimensional Descent for Optimal Motion Planning in High-Dimensional Spaces Paul Vernaza, Daniel D. Lee
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Learning from Demonstration in Spatial Exploration Juan Pablo Muñoz, Arif Tuna Ozgelen, Elizabeth Sklar
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Learning from Spatial Overlap Michael H. Coen, M. Hidayath Ansari, Nathanael Fillmore
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Learning in Repeated Games with Minimal Information: The Effects of Learning Bias Jacob W. Crandall, Asad Ahmed, Michael A. Goodrich
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Learning Instance Specific Distance for Multi-Instance Classification Hua Wang, Feiping Nie, Heng Huang
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Learning Sensor, Space and Object Geometry Jeremy Stober
Learning Structured Embeddings of Knowledge Bases Antoine Bordes, Jason Weston, Ronan Collobert, Yoshua Bengio
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Learning Tasks and Skills Together from a Human Teacher Baris Akgün, Kaushik Subramanian, Jaeeun Shim, Andrea Lockerd Thomaz
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Learning to Interpret Natural Language Navigation Instructions from Observations David L. Chen, Raymond J. Mooney
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Learning to Suggest Questions in Online Forums Tom Chao Zhou, Chin-Yew Lin, Irwin King, Michael R. Lyu, Young-In Song, Yunbo Cao
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Learning with Imprecise Classes, Rare Instances, and Complex Relationships Srinath Ravindran
Lego Plays Chess: A Low-Cost, Low-Complexity Approach to Intelligent Robotics Michael Lanighan, Jerod Sikorskyj, Debra T. Burhans, Robert Selkowitz
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Leveraging Wikipedia Characteristics for Search and Candidate Generation in Question Answering Jennifer Chu-Carroll, James Fan
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Limits of Preprocessing Stefan Szeider
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Linear Discriminant Analysis: New Formulations and Overfit Analysis Dijun Luo, Chris H. Q. Ding, Heng Huang
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Linear Dynamic Programs for Resource Management Marek Petrik, Shlomo Zilberstein
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Localized K-Flats Yong Wang, Yuan Jiang, Yi Wu, Zhi-Hua Zhou
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Logistic Methods for Resource Selection Functions and Presence-Only Species Distribution Models Steven Phillips, Jane Elith
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Long-Term Declarative Memory for Generally Intelligent Agents Nate Derbinsky
Lossy Conservative Update (LCU) Sketch: Succinct Approximate Count Storage Amit Goyal, Hal Daumé Iii
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M-Unit EigenAnt: An Ant Algorithm to Find the M Best Solutions Sameena Shah, Jayadeva, Ravi Kothari, Suresh Chandra
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Manipulation of Nanson's and Baldwin's Rules Nina Narodytska, Toby Walsh, Lirong Xia
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Market Manipulation with Outside Incentives Yiling Chen, Xi Alice Gao, Rick Goldstein, Ian A. Kash
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Markov Logic Sets: Towards Lifted Information Retrieval Using PageRank and Label Propagation Marion Neumann, Babak Ahmadi, Kristian Kersting
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Maximum Entropy Context Models for Ranking Biographical Answers to Open-Domain Definition Questions Alejandro Figueroa, John Atkinson
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Mean Field Inference in Dependency Networks: An Empirical Study Daniel Lowd, Arash Shamaei
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Mechanism Design for Federated Sponsored Search Auctions Sofia Ceppi, Nicola Gatti, Enrico H. Gerding
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Medical Treatment Conflict Resolving in Answer Set Programming Forrest Sheng Bao, Zhizheng Zhang, Yuanlin Zhang
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Memory-Efficient Dynamic Programming for Learning Optimal Bayesian Networks Brandon M. Malone, Changhe Yuan, Eric A. Hansen
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Model Update for Automated Planning Maria Viviane de Menezes, Leliane Nunes de Barros
Modeling and Monitoring Crop Disease in Developing Countries John Alexander Quinn, Kevin Leyton-Brown, Ernest Mwebaze
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Modeling Opponent Actions for Table-Tennis Playing Robot Zhikun Wang, Abdeslam Boularias, Katharina Mülling, Jan Peters
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Modeling the Effects of Emotion on Cognition Marc Spraragen
Multi-Level Cluster Indicator Decompositions of Matrices and Tensors Dijun Luo, Chris H. Q. Ding, Heng Huang
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Multi-Observation Sensor Resetting Localization with Ambiguous Landmarks Brian Coltin, Manuela M. Veloso
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Multi-Task Learning in Heterogeneous Feature Spaces Yu Zhang, Dit-Yan Yeung
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Multi-Task Learning in Square Integrable Space Wei Wu, Hang Li, Yunhua Hu, Rong Jin
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Multiagent Patrol Generalized to Complex Environmental Conditions Noa Agmon, Daniel Urieli, Peter Stone
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Multiple-Instance Learning: Multiple Feature Selection on Instance Representation I-Hong Jhuo, D. T. Lee
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New Expressive Languages for Ontological Query Answering Andrea Calì, Georg Gottlob, Andreas Pieris
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Non-Parametric Approximate Linear Programming for MDPs Jason Pazis, Ronald Parr
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Nonnegative Spectral Clustering with Discriminative Regularization Yi Yang, Heng Tao Shen, Feiping Nie, Rongrong Ji, Xiaofang Zhou
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OASIS: Online Active Semi-Supervised Learning Andrew B. Goldberg, Xiaojin Zhu, Alex Furger, Jun-Ming Xu
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On Expressing Value Externalities in Position Auctions Florin Constantin, Malvika Rao, Chien-Chung Huang, David C. Parkes
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On Improving Conformant Planners by Analyzing Domain-Structures Hoang-Khoi Nguyen, Dang-Vien Tran, Tran Cao Son, Enrico Pontelli
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On the Complexity of BDDs for State Space Search: A Case Study in Connect Four Stefan Edelkamp, Peter Kissmann
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On the Discovery and Utility of Precedence Constraints in Temporal Planning Yanmei Hu, Minghao Yin, Dunbo Cai
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On the Effectiveness of Belief State Representation in Contingent Planning Son Thanh To, Tran Cao Son, Enrico Pontelli
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Online Graph Pruning for Pathfinding on Grid Maps Daniel Damir Harabor, Alban Grastien
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Online Updating the Generalized Inverse of Centered Matrices Qing Wang, Liang Zhang
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Optimal Envy-Free Cake Cutting Yuga J. Cohler, John K. Lai, David C. Parkes, Ariel D. Procaccia
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Optimal Graph Search with Iterated Graph Cuts David Burkett, David Hall, Dan Klein
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Optimal Packing of High-Precision Rectangles Eric Huang, Richard E. Korf
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Optimal Rewards Versus Leaf-Evaluation Heuristics in Planning Agents Jonathan Sorg, Satinder Singh, Richard L. Lewis
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Optimal Route Planning for Electric Vehicles in Large Networks Jochen Eisner, Stefan Funke, Sabine Storandt
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Optimal Subset Selection for Active Learning Yifan Fu, Xingquan Zhu
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Ordinal Regression via Manifold Learning Yang Liu, Yan Liu, Keith C. C. Chan
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Parameterized Complexity of Problems in Coalitional Resource Games Rajesh Hemant Chitnis, MohammadTaghi Hajiaghayi, Vahid Liaghat
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Partially Supervised Text Classification with Multi-Level Examples Tao Liu, Xiaoyong Du, Yong-Dong Xu, Minghui Li, Xiaolong Wang
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Personalizing Your Web Services with Constructive DL Reasoning Join Freddy Lécué
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Planning for Operational Control Systems with Predictable Exogenous Events Ronen I. Brafman, Carmel Domshlak, Yagil Engel, Zohar Feldman
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Planning in Domains with Cost Function Dependent Actions Mike Phillips, Maxim Likhachev
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Planning with Specialized SAT Solvers Jussi Rintanen
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Playing Chess with a Human-Scale Mobile Manipulator Michael Ferguson, Kimberly A. Gero, Joao Salles, James Weis
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Policy Gradient Planning for Environmental Decision Making with Existing Simulators Mark Crowley, David Poole
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Predicting Author Blog Channels with High Value Future Posts for Monitoring Shanchan Wu, Tamer Elsayed, William Rand, Louiqa Raschid
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Predicting Text Quality for Scientific Articles Annie Priyadarshini Louis
Preferred Explanations: Theory and Generation via Planning Shirin Sohrabi, Jorge A. Baier, Sheila A. McIlraith
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Probabilistic Plan Graph Heuristic for Probabilistic Planning Yolanda E-Martín, María Dolores Rodríguez-Moreno, David E. Smith
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Progression Semantics for Disjunctive Logic Programs Yi Zhou, Yan Zhang
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Propagating Both Trust and Distrust with Target Differentiation for Combating Web Spam Xianchao Zhang, You Wang, Nan Mou, Wenxin Liang
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Provoking Opponents to Facilitate the Recognition of Their Intentions Francis Bisson, Froduald Kabanza, Abder Rezak Benaskeur, Hengameh Irandoust
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Pruning Techniques in Search and Planning Nir Pochter
Pushing the Power of Stochastic Greedy Ordering Schemes for Inference in Graphical Models Kalev Kask, Andrew Gelfand, Lars Otten, Rina Dechter
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Qualitative Numeric Planning Siddharth Srivastava, Shlomo Zilberstein, Neil Immerman, Hector Geffner
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Quantity Makes Quality: Learning with Partial Views Nicolò Cesa-Bianchi, Shai Shalev-Shwartz, Ohad Shamir
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Quick Polytope Approximation of All Correlated Equilibria in Stochastic Games Liam MacDermed, Karthik Sankaran Narayan, Charles Lee Isbell Jr., Lora Weiss
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Reasoning About General Games Described in GDL-II Stephan Schiffel, Michael Thielscher
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Recognizing Plans with Loops Represented in a Lexicalized Grammar Christopher W. Geib, Robert P. Goldman
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Recognizing Text Through Sound Alone Wenzhe Li, Tracy Anne Hammond
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Recommendation Sets and Choice Queries: There Is No Exploration/Exploitation Tradeoff! Paolo Viappiani, Craig Boutilier
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Reconstructing the Stochastic Evolution Diagram of Dynamic Complex Systems Navid Bazzazzadeh, Benedikt Brors, Roland Eils
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Refinement of Strong Stackelberg Equilibria in Security Games Bo An, Milind Tambe, Fernando Ordóñez, Eric Anyung Shieh, Christopher Kiekintveld
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Relational Blocking for Causal Discovery Matthew J. Rattigan, Marc E. Maier, David D. Jensen
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Revisiting Semantics for Epistemic Extensions of Description Logics Anees Mehdi, Sebastian Rudolph
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Risk-Averse Strategies for Security Games with Execution and Observational Uncertainty Zhengyu Yin, Manish Jain, Milind Tambe, Fernando Ordóñez
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Role-Based Ad Hoc Teamwork Katie Long Genter, Noa Agmon, Peter Stone
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Scaling up Game Theory: Achievable Set Methods for Efficiently Solving Stochastic Games of Complete and Incomplete Information Liam MacDermed
Scaling up Reinforcement Learning Through Targeted Exploration Timothy A. Mann, Yoonsuck Choe
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Selective Transfer Between Learning Tasks Using Task-Based Boosting Eric Eaton, Marie desJardins
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Self-Aware Traffic Route Planning David Wilkie, Jur P. van den Berg, Ming C. Lin, Dinesh Manocha
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Semantic Relatedness Using Salient Semantic Analysis Samer Hassan, Rada Mihalcea
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SemRec: A Semantic Enhancement Framework for Tag Based Recommendation Guandong Xu, Yanhui Gu, Peter Dolog, Yanchun Zhang, Masaru Kitsuregawa
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Simulated Annealing Based Influence Maximization in Social Networks Qingye Jiang, Guojie Song, Gao Cong, Yu Wang, Wenjun Si, Kunqing Xie
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Size Adaptive Selection of Most Informative Features Si Liu, Hairong Liu, Longin Jan Latecki, Shuicheng Yan, Changsheng Xu, Hanqing Lu
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Social Recommendation Using Low-Rank Semidefinite Program Jianke Zhu, Hao Ma, Chun Chen, Jiajun Bu
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Social Relations Model for Collaborative Filtering Wu-Jun Li, Dit-Yan Yeung
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Solution Quality Improvements for Massively Multi-Agent Pathfinding Ko-Hsin Cindy Wang, Adi Botea, Philip Kilby
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Solving 4x5 Dots-and-Boxes Joseph Kelly Barker, Richard E. Korf
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Solving Difficult CSPs with Relational Neighborhood Inverse Consistency Robert J. Woodward, Shant Karakashian, Berthe Y. Choueiry, Christian Bessiere
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Sparse Group Restricted Boltzmann Machines Heng Luo, Ruimin Shen, Changyong Niu, Carsten Ullrich
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Sparse Matrix-Variate T Process Blockmodels Zenglin Xu, Feng Yan, Yuan (Alan) Qi
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Spectrum-Based Sequential Diagnosis Alberto González-Sanchez, Rui Abreu, Hans-Gerhard Groß, Arjan J. C. van Gemund
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Stochastic Model Predictive Controller for the Integration of Building Use and Temperature Regulation Alie El-Din Mady, Gregory M. Provan, Conor Ryan, Kenneth N. Brown
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Stopping Rules for Randomized Greedy Triangulation Schemes Andrew Gelfand, Kalev Kask, Rina Dechter
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Strategic Information Disclosure to People with Multiple Alternatives Amos Azaria, Zinovi Rabinovich, Sarit Kraus, Claudia V. Goldman
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Succinct Set-Encoding for State-Space Search Tim Schmidt, Rong Zhou
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Symmetric Graph Regularized Constraint Propagation Zhenyong Fu, Zhiwu Lu, Horace Ho-Shing Ip, Yuxin Peng, Hongtao Lu
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Temporal Dynamics of User Interests in Tagging Systems Dawei Yin, Liangjie Hong, Zhenzhen Xue, Brian D. Davison
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Termination and Correctness Analysis of Cyclic Control Siddharth Srivastava, Neil Immerman, Shlomo Zilberstein
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The AC(C) Language: Integrating Answer Set Programming and Constraint Logic Programming Forrest Sheng Bao
The Compressed Differential Heuristic Meir Goldenberg, Nathan R. Sturtevant, Ariel Felner, Jonathan Schaeffer
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The Epistemic Logic Behind the Game Description Language Ji Ruan, Michael Thielscher
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The Influence of Emotion Expression on Perceptions of Trustworthiness in Negotiation Dimitrios Antos, Celso de Melo, Jonathan Gratch, Barbara J. Grosz
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The Inter-League Extension of the Traveling Tournament Problem and Its Application to Sports Scheduling Richard Hoshino, Ken-ichi Kawarabayashi
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The Next Best Solution Ronen I. Brafman, Enrico Pilotto, Francesca Rossi, Domenico Salvagnin, Kristen Brent Venable, Toby Walsh
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The Steiner Multigraph Problem: Wildlife Corridor Design for Multiple Species Katherine J. Lai, Carla P. Gomes, Michael K. Schwartz, Kevin S. McKelvey, David E. Calkin, Claire A. Montgomery
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Time Complexity of Iterative-Deepening A*: The Informativeness Pathology (Abstract) Levi Lelis, Sandra Zilles, Robert C. Holte
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Toward Learning to Solve Insertion Tasks: A Developmental Approach Using Exploratory Behaviors and Proprioception Philip Koonce, Vasha Dutell, Jose Farrington, Vladimir Sukhoy, Alexander Stoytchev
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Towards Evolutionary Nonnegative Matrix Factorization Fei Wang, Hanghang Tong, Ching-Yung Lin
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Towards Large-Scale Collaborative Planning: Answering High-Level Search Queries Using Human Computation Edith Law, Haoqi Zhang
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Towards Maximizing the Area Under the ROC Curve for Multi-Class Classification Problems Ke Tang, Rui Wang, Tianshi Chen
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Towards Practical ABox Abduction in Large OWL DL Ontologies Jianfeng Du, Guilin Qi, Yi-Dong Shen, Jeff Z. Pan
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Tracking User-Preference Varying Speed in Collaborative Filtering Ruijiang Li, Bin Li, Cheng Jin, Xiangyang Xue, Xingquan Zhu
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Trajectory Regression on Road Networks Tsuyoshi Idé, Masashi Sugiyama
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Transfer Latent Semantic Learning: Microblog Mining with Less Supervision Dan Zhang, Yan Liu, Richard D. Lawrence, Vijil Chenthamarakshan
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Transfer Learning by Structural Analogy Hua-Yan Wang, Qiang Yang
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Transfer Learning for Multiple-Domain Sentiment Analysis - Identifying Domain Dependent/Independent Word Polarity Yasuhisa Yoshida, Tsutomu Hirao, Tomoharu Iwata, Masaaki Nagata, Yuji Matsumoto
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Transportability of Causal and Statistical Relations: A Formal Approach Judea Pearl, Elias Bareinboim
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Tree Sequence Kernel for Natural Language Jun Sun, Min Zhang, Chew Lim Tan
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Trust Transitivity in Complex Social Networks Guanfeng Liu, Yan Wang, Mehmet A. Orgun
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Two Visual Strategies for Solving the Raven's Progressive Matrices Intelligence Test Maithilee Kunda, Keith McGreggor, Ashok K. Goel
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Two-Dimensional Description Logics for Context-Based Semantic Interoperability Szymon Klarman, Víctor Gutiérrez-Basulto
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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
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Understanding User Migration Patterns in Social Media Shamanth Kumar, Reza Zafarani, Huan Liu
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Unsupervised Learning of Human Behaviours Sook-Ling Chua, Stephen Marsland, Hans W. Guesgen
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User-Controllable Learning of Location Privacy Policies with Gaussian Mixture Models Justin Cranshaw, Jonathan Mugan, Norman M. Sadeh
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Using Conditional Random Fields to Exploit Token Structure and Labels for Accurate Semantic Annotation Aman Goel, Craig A. Knoblock, Kristina Lerman
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Using Neural Networks for Evaluation in Heuristic Search Algorithm Hung-Che Chen, Jyh-Da Wei
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Using Partitions and Superstrings for Lossless Compression of Pattern Databases Ethan L. Schreiber, Richard E. Korf
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Using Semantic Cues to Learn Syntax Tahira Naseem, Regina Barzilay
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Utilizing Partial Policies for Identifying Equivalence of Behavioral Models Yifeng Zeng, Prashant Doshi, Yinghui Pan, Hua Mao, Muthukumaran Chandrasekaran, Jian Luo
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Value Function Approximation in Reinforcement Learning Using the Fourier Basis George Dimitri Konidaris, Sarah Osentoski, Philip S. Thomas
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VCG Redistribution with Gross Substitutes Mingyu Guo
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Verifying Intervention Policies to Counter Infection Propagation over Networks: A Model Checking Approach Ganesh Ram Santhanam, Yuly Suvorov, Samik Basu, Vasant G. Honavar
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Water Conservation Through Facilitation on Residential Landscapes Rhonda Hoenigman, Elizabeth Bradley, Nichole Barger
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Web Personalization and Cohort Information Services for Natural Resource Managers Crystal Redman
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When to Stop? That Is the Question Shulamit Reches, Meir Kalech, Rami Stern
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WikiSimple: Automatic Simplification of Wikipedia Articles Kristian Woodsend, Mirella Lapata
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