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26th AAAI 2012: Toronto, Ontario, Canada

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Jörg Hoffmann, Bart Selman:
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, July 22-26, 2012, Toronto, Ontario, Canada. AAAI Press 2012

Artificial Intelligence and the Web

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Cornelia Caragea, Adrian Silvescu, Prasenjit Mitra:
Combining Hashing and Abstraction in Sparse High Dimensional Feature Spaces.
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  - conf/aaai/ChekolEGL12
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Melisachew Wudage Chekol, Jérôme Euzenat, Pierre Genevès, Nabil Layaïda:
SPARQL Query Containment Under SHI Axioms.
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Chen Cheng, Haiqin Yang, Irwin King, Michael R. Lyu:
Fused Matrix Factorization with Geographical and Social Influence in Location-Based Social Networks.
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Na Dai:
Building Contextual Anchor Text Representation using Graph Regularization.
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Achille Fokoue, Felipe Meneguzzi, Murat Sensoy, Jeff Z. Pan:
Querying Linked Ontological Data through Distributed Summarization.
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Xi Alice Gao, Yoram Bachrach, Peter Key, Thore Graepel:
Quality Expectation-Variance Tradeoffs in Crowdsourcing Contests.
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Chien-Ju Ho, Jennifer Wortman Vaughan:
Online Task Assignment in Crowdsourcing Markets.
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  - conf/aaai/HorsburghCM12
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Ben Horsburgh, Susan Craw, Stewart Massie:
Music-Inspired Texture Representation.
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Yuheng Hu, Ajita John, Fei Wang, Subbarao Kambhampati:
ET-LDA: Joint Topic Modeling for Aligning Events and their Twitter Feedback.
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Myungha Jang, Jin-Woo Park, Seung-won Hwang:
Predictive Mining of Comparable Entities from the Web.
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  - conf/aaai/KajinoTK12
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Hiroshi Kajino, Yuta Tsuboi, Hisashi Kashima:
A Convex Formulation for Learning from Crowds.
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  - conf/aaai/Lecue12
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Freddy Lécué:
Diagnosing Changes in An Ontology Stream: A DL Reasoning Approach.
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Christopher H. Lin, Mausam, Daniel S. Weld:
Dynamically Switching between Synergistic Workflows for Crowdsourcing.
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Xiao Ling, Daniel S. Weld:
Fine-Grained Entity Recognition.
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Guanfeng Liu, Yan Wang, Mehmet A. Orgun:
Social Context-Aware Trust Network Discovery in Complex Contextual Social Networks.
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  - conf/aaai/NavigliP12
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Roberto Navigli, Simone Paolo Ponzetto:
BabelRelate! A Joint Multilingual Approach to Computing Semantic Relatedness.
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Nozomi Nori, Danushka Bollegala, Hisashi Kashima:
Multinomial Relation Prediction in Social Data: A Dimension Reduction Approach.
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  - conf/aaai/PfeifferGCMR12
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Thomas Pfeiffer, Xi Alice Gao, Yiling Chen, Andrew Mao, David G. Rand:
Adaptive Polling for Information Aggregation.
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Giuseppe Pirrò:
REWOrD: Semantic Relatedness in the Web of Data.
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Adam Sadilek, Henry A. Kautz, Vincent Silenzio:
Predicting Disease Transmission from Geo-Tagged Micro-Blog Data.
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Hengjie Song, Ruoxue Liao, Xiangliang Zhang, Chunyan Miao, Qiang Yang:
A Mouse-Trajectory Based Model for Predicting Query-URL Relevance.
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Uthayasanker Thayasivam, Prashant Doshi:
Improved Convergence of Iterative Ontology Alignment using Block-Coordinate Descent.
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Congle Zhang, Raphael Hoffmann, Daniel S. Weld:
Ontological Smoothing for Relation Extraction with Minimal Supervision.
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Tom Chao Zhou, Xiance Si, Edward Y. Chang, Irwin King, Michael R. Lyu:
A Data-Driven Approach to Question Subjectivity Identification in Community Question Answering.
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Yin Zhu, Xiao Wang, Erheng Zhong, Nathan Nan Liu, He Li, Qiang Yang:
Discovering Spammers in Social Networks.
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Guobing Zou, Yixin Chen, You Xu, Ruoyun Huang, Yang Xiang:
Towards Automated Choreographing of Web Services Using Planning.

Cognitive Systems

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  - conf/aaai/CambriaOK12
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Erik Cambria, Daniel Olsher, Kenneth Kwok:
Sentic Activation: A Two-Level Affective Common Sense Reasoning Framework.
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  - conf/aaai/DerbinskyLL12
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Nate Derbinsky, Justin Li, John E. Laird:
A Multi-Domain Evaluation of Scaling in a General Episodic Memory.
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Nick Hawes, Matthew Klenk, Kate Lockwood, Graham S. Horn, John D. Kelleher:
Towards a Cognitive System that Can Recognize Spatial Regions Based on Context.
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Thomas R. Hinrichs, Kenneth D. Forbus:
Learning Qualitative Models by Demonstration.
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Evan A. Krause, Paul W. Schermerhorn, Matthias Scheutz:
Crossing Boundaries: Multi-Level Introspection in a Complex Robotic Architecture for Automatic Performance Improvements.
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Unmesh Kurup, Christian Lebiere, Anthony Stentz, Martial Hebert:
Using Expectations to Drive Cognitive Behavior.
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Justin Li, Nate Derbinsky, John E. Laird:
Functional Interactions Between Memory and Recognition Judgments.
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Sushobhan Nayak, Amitabha Mukerjee:
A Grounded Cognitive Model for Metaphor Acquisition.
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  - conf/aaai/ReitterL12
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David Reitter, Christian Lebiere:
Social Cognition: Memory Decay and Adaptive Information Filtering for Robust Information Maintenance.
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  - conf/aaai/TearseMMW12
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Brandon Robert Tearse, Peter A. Mawhorter, Michael Mateas, Noah Wardrip-Fruin:
Lessons Learned From a Rational Reconstruction of Minstrel.
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  - conf/aaai/TodorovskiBL12
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Ljupco Todorovski, Will Bridewell, Pat Langley:
Discovering Constraints for Inductive Process Modeling.

Computational Sustainability and Artificial Intelligence

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  - conf/aaai/BejarFMMSV12
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Ramón Béjar, Cèsar Fernández, Carles Mateu, Felip Manyà, Francina Sole-Mauri, David Vidal:
The Automated Vacuum Waste Collection Optimization Problem.
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  - conf/aaai/ChadesCMNSB12
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Iadine Chades, Josie Carwardine, Tara G. Martin, Samuel Nicol, Régis Sabbadin, Olivier Buffet:
MOMDPs: A Solution for Modelling Adaptive Management Problems.
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  - conf/aaai/ChakrabortyMAR12
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Prithwish Chakraborty, Manish Marwah, Martin F. Arlitt, Naren Ramakrishnan:
Fine-Grained Photovoltaic Output Prediction Using a Bayesian Ensemble.
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James H. Faghmous, Yashu Chamber, Shyam Boriah, Frode Vikebø, Stefan Liess, Michel dos Santos Mesquita, Vipin Kumar:
A Novel and Scalable Spatio-Temporal Technique for Ocean Eddy Monitoring.
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Sahil Garg, Amarjeet Singh, Fabio Ramos:
Learning Non-Stationary Space-Time Models for Environmental Monitoring.
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  - conf/aaai/JohnsonFT12
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Matthew Paul Johnson, Fei Fang, Milind Tambe:
Patrol Strategies to Maximize Pristine Forest Area.
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  - conf/aaai/KerstingXWBTRBRLP12
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Kristian Kersting, Zhao Xu, Mirwaes Wahabzada, Christian Bauckhage, Christian Thurau, Christoph Römer, Agim Ballvora, Uwe Rascher, Jens Leon, Lutz Plümer:
Pre-Symptomatic Prediction of Plant Drought Stress Using Dirichlet-Aggregation Regression on Hyperspectral Images.
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Akshat Kumar, XiaoJian Wu, Shlomo Zilberstein:
Lagrangian Relaxation Techniques for Scalable Spatial Conservation Planning.
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  - conf/aaai/LeeP12
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Donghun Lee, Warren B. Powell:
An Intelligent Battery Controller Using Bias-Corrected Q-learning.
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Jason Jingshi Li, Boi Faltings, Olga Saukh, David Hasenfratz, Jan Beutel:
Sensing the Air We Breathe - The OpenSense Zurich Dataset.
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  - conf/aaai/MartinezTBRSYYD12
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Neo D. Martinez, Perrine Tonnin, Barbara Bauer, Rosalyn C. Rael, Rahul Singh, Sanghyuk Yoon, Ilmi Yoon, Jennifer A. Dunne:
Sustaining Economic Exploitation of Complex Ecosystems in Computational Models of Coupled Human-Natural Networks.
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  - conf/aaai/McQuadeM12
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Scott McQuade, Claire Monteleoni:
Global Climate Model Tracking Using Geospatial Neighborhoods.
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  - conf/aaai/MubangiziISQ12
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Martin Gordon Mubangizi, Caterine Ikae, Athina Spiliopoulou, John A. Quinn:
Coupling Spatiotemporal Disease Modeling with Diagnosis.
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  - conf/aaai/OsborneGSF12
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Michael A. Osborne, Roman Garnett, Kevin Swersky, Nando de Freitas:
Prediction and Fault Detection of Environmental Signals with Uncharacterised Faults.
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  - conf/aaai/ParsonGWR12
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Oliver Parson, Siddhartha Ghosh, Mark J. Weal, Alex Rogers:
Non-Intrusive Load Monitoring Using Prior Models of General Appliance Types.
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  - conf/aaai/ReddyV12
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Prashant P. Reddy, Manuela M. Veloso:
Factored Models for Multiscale Decision-Making in Smart Grid Customers.
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Valentin Robu, Ramachandra Kota, Georgios Chalkiadakis, Alex Rogers, Nicholas R. Jennings:
Cooperative Virtual Power Plant Formation Using Scoring Rules.
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  - conf/aaai/Spencer12
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Gwen Spencer:
Robust Cuts Over Time: Combatting the Spread of Invasive Species with Unreliable Biological Control.
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  - conf/aaai/VogelRGR12
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Adam Vogel, Deepak Ramachandran, Rakesh Gupta, Antoine Raux:
Improving Hybrid Vehicle Fuel Efficiency Using Inverse Reinforcement Learning.
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  - conf/aaai/XueFS12
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Shan Xue, Alan Fern, Daniel Sheldon:
Scheduling Conservation Designs via Network Cascade Optimization.
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Yisong Yue, Lavanya Marla, Ramayya Krishnan:
An Efficient Simulation-Based Approach to Ambulance Fleet Allocation and Dynamic Redeployment.

Constraints, Satisfiability, and Search

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David Allouche, Christian Bessiere, Patrice Boizumault, Simon de Givry, Patricia Gutierrez, Samir Loudni, Jean-Philippe Métivier, Thomas Schiex:
Filtering Decomposable Global Cost Functions.
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  - conf/aaai/BarkerK12
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Joseph Kelly Barker, Richard E. Korf:
Solving Peg Solitaire with Bidirectional BFIDA.
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Joseph Kelly Barker, Richard E. Korf:
Solving Dots-And-Boxes.
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  - conf/aaai/BartoliniLMB12
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Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini:
Optimization and Controlled Systems: A Case Study on Thermal Aware Workload Dispatching.
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Shaowei Cai, Kaile Su:
Configuration Checking with Aspiration in Local Search for SAT.
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Shaowei Cai, Kaile Su, Abdul Sattar:
Two New Local Search Strategies for Minimum Vertex Cover.
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  - conf/aaai/CimattiMR12
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Alessandro Cimatti, Andrea Micheli, Marco Roveri:
Solving Temporal Problems Using SMT: Weak Controllability.
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  - conf/aaai/CoffrinHB12
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Carleton Coffrin, Pascal Van Hentenryck, Russell Bent:
Last-Mile Restoration for Multiple Interdependent Infrastructures.
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Martin C. Cooper, Guillaume Escamocher:
A Dichotomy for 2-Constraint Forbidden CSP Patterns.
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Ariel Felner, Meir Goldenberg, Guni Sharon, Roni Stern, Tal Beja, Nathan R. Sturtevant, Jonathan Schaeffer, Robert Holte:
Partial-Expansion A* with Selective Node Generation.
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Alex Fukunaga, Akihiro Kishimoto, Adi Botea:
Iterative Resource Allocation for Memory Intensive Parallel Search Algorithms on Clouds, Grids, and Shared Clusters.
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Serge Gaspers, Eun Jung Kim, Sebastian Ordyniak, Saket Saurabh, Stefan Szeider:
Don't Be Strict in Local Search!
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Serdar Kadioglu, Yuri Malitsky, Meinolf Sellmann:
Non-Model-Based Search Guidance for Set Partitioning Problems.
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Ronan LeBras, Carla P. Gomes, Bart Selman:
From Streamlined Combinatorial Search to Efficient Constructive Procedures.
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Jimmy Ho-Man Lee, Ka Lun Leung, Yi Wu:
Polynomially Decomposable Global Cost Functions in Weighted Constraint Satisfaction.
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Levi Lelis, Sandra Zilles, Robert C. Holte:
Fast and Accurate Predictions of IDA*'s Performance.
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Yuliya Lierler:
On the Relation of Constraint Answer Set Programming Languages and Algorithms.
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Brammert Ottens, Christos Dimitrakakis, Boi Faltings:
DUCT: An Upper Confidence Bound Approach to Distributed Constraint Optimization Problems.
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Anastasia Paparrizou, Kostas Stergiou:
An Efficient Higher-Order Consistency Algorithm for Table Constraints.
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Duc Nghia Pham, Thach-Thao Duong, Abdul Sattar:
Trap Avoidance in Local Search Using Pseudo-Conflict Learning.
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Mark Richards, Eyal Amir:
Information Set Generation in Partially Observable Games.
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Abdallah Saffidine, Hilmar Finnsson, Michael Buro:
Alpha-Beta Pruning for Games with Simultaneous Moves.
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Guni Sharon, Roni Stern, Ariel Felner, Nathan R. Sturtevant:
Conflict-Based Search For Optimal Multi-Agent Path Finding.
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David Tolpin, Solomon Eyal Shimony:
MCTS Based on Simple Regret.
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Philippe Van Kessel, Claude-Guy Quimper:
Filtering Algorithms Based on the Word-RAM Model.
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Lin Xu, Holger H. Hoos, Kevin Leyton-Brown:
Predicting Satisfiability at the Phase Transition.

Knowledge-Based Information Systems

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Wei Chen, Wei Lu, Ning Zhang:
Time-Critical Influence Maximization in Social Networks with Time-Delayed Diffusion Process.
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Jing Fang, Prasenjit Mitra, Zhi Tang, C. Lee Giles:
Table Header Detection and Classification.
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Ankush Gupta, Yashaswi Verma, C. V. Jawahar:
Choosing Linguistics over Vision to Describe Images.
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Andreas Harth, Sebastian Speiser:
On Completeness Classes for Query Evaluation on Linked Data.
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Zhanying He, Chun Chen, Jiajun Bu, Can Wang, Lijun Zhang, Deng Cai, Xiaofei He:
Document Summarization Based on Data Reconstruction.
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Hongxia Jin:
Content Recommendation for Attention Management in Unified Social Messaging.
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Weihao Kong, Wu-Jun Li:
Double-Bit Quantization for Hashing.
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Yue Lin, Rong Jin, Deng Cai, Xiaofei He:
Random Projection with Filtering for Nearly Duplicate Search.
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Zhunchen Luo, Miles Osborne, Sasa Petrovic, Ting Wang:
Improving Twitter Retrieval by Exploiting Structural Information.
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Feiping Nie, Heng Huang, Chris H. Q. Ding:
Low-Rank Matrix Recovery via Efficient Schatten p-Norm Minimization.
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Weike Pan, Evan Wei Xiang, Qiang Yang:
Transfer Learning in Collaborative Filtering with Uncertain Ratings.
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Abhishek B. Sharma, Kenneth D. Forbus:
Modeling the Evolution of Knowledge in Learning Systems.
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Truyen Tran, Dinh Q. Phung, Svetha Venkatesh:
A Sequential Decision Approach to Ordinal Preferences in Recommender Systems.
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Dingding Wang, Tao Li, Mitsunori Ogihara:
Generating Pictorial Storylines Via Minimum-Weight Connected Dominating Set Approximation in Multi-View Graphs.

Knowledge Representation and Reasoning

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Vernon Asuncion, Yan Zhang, Yi Zhou:
Ordered Completion for Logic Programs with Aggregates.
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Elias Bareinboim, Judea Pearl:
Transportability of Causal Effects: Completeness Results.
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Meghyn Bienvenu:
On the Complexity of Consistent Query Answering in the Presence of Simple Ontologies.
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Benjamin Bittner, Marco Bozzano, Alessandro Cimatti, Xavier Olive:
Symbolic Synthesis of Observability Requirements for Diagnosability.
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Floriana Di Pinto, Giuseppe De Giacomo, Maurizio Lenzerini, Riccardo Rosati:
Ontology-Based Data Access with Dynamic TBoxes in DL-Lite.
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Thomas Eiter, Magdalena Ortiz, Mantas Simkus, Trung-Kien Tran, Guohui Xiao:
Query Rewriting for Horn-SHIQ Plus Rules.
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Yi Fan, Minghui Cai, Naiqi Li, Yongmei Liu:
A First-Order Interpreter for Knowledge-Based Golog with Sensing based on Exact Progression and Limited Reasoning.
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Michael R. Fellows, Andreas Pfandler, Frances A. Rosamond, Stefan Rümmele:
The Parameterized Complexity of Abduction.
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Serge Gaspers, Mikko Koivisto, Mathieu Liedloff, Sebastian Ordyniak, Stefan Szeider:
On Finding Optimal Polytrees.
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Georg Gottlob, André Hernich, Clemens Kupke, Thomas Lukasiewicz:
Equality-Friendly Well-Founded Semantics and Applications to Description Logics.
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Xiaowei Huang, Kaile Su, Chenyi Zhang:
Probabilistic Alternating-Time Temporal Logic of Incomplete Information and Synchronous Perfect Recall.
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Xiaowei Huang, Ron van der Meyden:
Synthesizing Strategies for Epistemic Goals by Epistemic Model Checking: An Application to Pursuit Evasion Games.
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Martha Imprialou, Giorgos Stoilos, Bernardo Cuenca Grau:
Benchmarking Ontology-Based Query Rewriting Systems.
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Joohyung Lee, Ravi Palla:
Reformulating Temporal Action Logics in Answer Set Programming.
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Amit Metodi, Roni Stern, Meir Kalech, Michael Codish:
Compiling Model-Based Diagnosis to Boolean Satisfaction.
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Guilin Qi, Kewen Wang:
Conflict-Based Belief Revision Operators in Possibilistic Logic.
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Ariel Raviv, Shaul Markovitch:
Concept-Based Approach to Word-Sense Disambiguation.
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Adam Sadilek, John Krumm:
Far Out: Predicting Long-Term Human Mobility.
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Yi-Dong Shen, Kewen Wang:
FLP Semantics Without Circular Justifications for General Logic Programs.
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Roni Tzvi Stern, Meir Kalech, Alexander Feldman, Gregory M. Provan:
Exploring the Duality in Conflict-Directed Model-Based Diagnosis.
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Yisong Wang, Fangzhen Lin, Mingyi Zhang, Jia-Huai You:
A Well-Founded Semantics for Basic Logic Programs with Arbitrary Abstract Constraint Atoms.
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Yexiang Xue, Arthur Choi, Adnan Darwiche:
Basing Decisions on Sentences in Decision Diagrams.

Machine Learning

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Saeed Abdullah, Nicholas D. Lane, Tanzeem Choudhury:
Towards Population Scale Activity Recognition: A Framework for Handling Data Diversity.
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Margareta Ackerman, Shai Ben-David, Simina Brânzei, David Loker:
Weighted Clustering.
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Marc G. Bellemare, Joel Veness, Michael Bowling:
Investigating Contingency Awareness Using Atari 2600 Games.
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William Dabney, Andrew G. Barto:
Adaptive Step-Size for Online Temporal Difference Learning.
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Sajib Dasgupta, Richard M. Golden, Vincent Ng:
Clustering Documents Along Multiple Dimensions.
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Bruno Castro da Silva, Andrew G. Barto:
TD-DeltaPi: A Model-Free Algorithm for Efficient Exploration.
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Nemanja Djuric, Mihajlo Grbovic, Slobodan Vucetic:
Convex Kernelized Sorting.
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Eric Eaton, Rachael Mansbach:
A Spin-Glass Model for Semi-Supervised Community Detection.
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Alireza Ghasemi, Hamid R. Rabiee, Mohammad Taghi Manzuri, Mohammad Hossein Rohban:
A Bayesian Approach to the Data Description Problem.
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Mohammad Ghavamzadeh, Alessandro Lazaric:
Conservative and Greedy Approaches to Classification-Based Policy Iteration.
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Pinghua Gong, Changshui Zhang:
Efficient Multi-Stage Conjugate Gradient for Trust Region Step.
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Josif Grabocka, Alexandros Nanopoulos, Lars Schmidt-Thieme:
Classification of Sparse Time Series via Supervised Matrix Factorization.
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Mihajlo Grbovic, Christopher R. Dance, Slobodan Vucetic:
Sparse Principal Component Analysis with Constraints.
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