Computational Sustainability and Artificial Intelligence
Fine-Grained Photovoltaic Output Prediction Using a Bayesian Ensemble | |
Prithwish Chakraborty, Manish Marwah, Martin Arlitt, Naren Ramakrishnan |
Constraints, Satisfiability, and Search
Filtering Decomposable Global Cost Functions | |
David Allouche, Christian Bessiere, Patrice Boizumault, Simon de Givry, Patricia Gutierrez, Samir Loudni, Jean-Philippe Métivier, Thomas Schiex |
Information Set Generation in Partially Observable Games | |
Mark Richards, Eyal Amir |
Knowledge Representation and Reasoning
Ordered Completion for Logic Programs with Aggregates | |
Vernon Asuncion, Yan Zhang, Yi Zhou |
Machine Learning
Towards Population Scale Activity Recognition: A Framework for Handling Data Diversity | |
Saeed Abdullah, Nicholas D. Lane, Tanzeem Choudhury |
Weighted Clustering | |
Margareta Ackerman, Shai Ben-David, Simina Brânzei, David Loker |
Multiagent Systems
Security Games with Limited Surveillance | |
Bo An, David Kempe, Christopher Kiekintveld, Eric Shieh, Satinder Singh, Milind Tambe, Yevgeniy Vorobeychik |
Housing Markets with Indifferences: A Tale of Two Mechanisms | |
Haris Aziz, Bart de Keijzer |
Decision Support for Agent Populations in Uncertain and Congested Environments | |
Pradeep Varakantham, Shih-Fen Cheng, Geoff Gordon, Asrar Ahmed |
Multidisciplinary Topics
Automated Strategies for Determining Rewards for Human Work | |
Amos Azaria, Yonatan Aumann, Sarit Kraus |
Strategic Advice Provision in Repeated Human-Agent Interactions | |
Amos Azaria, Zinovi Rabinovich, Sarit Kraus, Claudia V. Goldman, Ya'akov Gal |
Identifying Bullies with a Computer Game | |
Juan Fernando Mancilla-Caceres, Wen Pu, Eyal Amir, Dorothy Espelage |
Unsupervised Detection of Music Boundaries by Time Series Structure Features | |
Joan Serrà, Meinard Müller, Peter Grosche, Josep Lluis Arcos |
Natural-Language Processing
Sense Sentiment Similarity: An Analysis | |
Mitra Mohtarami, Hadi Amiri, Man Lan, Thanh Phu Tran, Chew Lim Tan |
Reasoning about Plans, Processes, and Actions
Efficient Approximate Value Iteration for Continuous Gaussian POMDPs | |
Jur van den Berg, Sachin Patil, Ron Alterovitz |
Reasoning Under Uncertainty
Lifted MEU by Weighted Model Counting | |
Udi Apsel, Ronen I. Brafman |
Symbolic Variable Elimination for Discrete and Continuous Graphical Models | |
Scott Sanner, Ehsan Abbasnejad |
Robotics
Visibility Induction for Discretized Pursuit-Evasion Games | |
Ahmed Abdelkader Abdelrazek, Hazem M El-Alfy |
Searching for Optimal Off-Line Exploration Paths in Grid Environments for a Robot with Limited Visibility | |
Alberto Quattrini Li, Francesco Amigoni, Nicola Basilico |
Spotlight
Usage-Centric Benchmarking of RDF Triple Stores | |
Mohamed Morsey, Jens Lehmann, Sören Auer, Axel-Cyrille Ngonga Ngomo |
PROTECT: An Application of Computational Game Theory for the Security of the Ports of the United States | |
Eric Anyung Shieh, Bo An, Rong Yang, Milind Tambe, Craig Baldwin, Joseph DiRenzo, Ben Maule, Garrett Meyer |
Student Abstracts
Strategic Advice Provision in Repeated Human-Agent Interactions (Abstract) | |
Amos Azaria, Zinovi Rabinovich, Sarit Kraus, Claudia V. Goldman, Ya'akov Gal |
Real-Time Collaborative Planning with the Crowd | |
Walter S. Lasecki, Jeffrey P. Bigham, James F. Allen, George Ferguson |
Learning Names for RFID-Tagged Objects in Activity Videos | |
Ian E. Perera, James F. Allen |