Presentations and Authors

Last name A B C D E F G H I J K L M N O P Q R S T U V W X Y Z All

Artificial Intelligence and the Web

Fused Matrix Factorization with Geographical and Social Influence in Location-Based Social Networks PDF
Chen Cheng, Haiqin Yang, Irwin King, Michael R. Lyu
Quality Expectation-Variance Tradeoffs in Crowdsourcing Contests PDF
Xi Alice Gao, Yoram Bachrach, Peter Key, Thore Graepel
ET-LDA: Joint Topic Modeling for Aligning Events and their Twitter Feedback PDF
Yuheng Hu, Ajita John, Fei Wang, Subbarao Kambhampati
A Convex Formulation for Learning from Crowds PDF
Hiroshi Kajino, Yuta Tsuboi, Hisashi Kashima
Multinomial Relation Prediction in Social Data: A Dimension Reduction Approach PDF
Nozomi Nori, Danushka Bollegala, Hisashi Kashima
Predicting Disease Transmission from Geo-Tagged Micro-Blog Data PDF
Adam Sadilek, Henry Kautz, Vincent Silenzio
A Data-Driven Approach to Question Subjectivity Identification in Community Question Answering PDF
Tom Chao Zhou, Xiance Si, Edward Y. Chang, Irwin King, Michael R. Lyu

Cognitive Systems

Sentic Activation: A Two-Level Affective Common Sense Reasoning Framework PDF
Erik Cambria, Daniel Olsher, Kenneth Kwok
Towards a Cognitive System that Can Recognize Spatial Regions Based on Context PDF
Nick Hawes, Matthew Klenk, Kate Lockwood, Graham S. Horn, John D Kelleher
Crossing Boundaries: Multi-Level Introspection in a Complex Robotic Architecture for Automatic Performance Improvements PDF
Evan A. Krause, Paul Schermerhorn, Matthias Scheutz
Using Expectations to Drive Cognitive Behavior PDF
Unmesh Kurup, Christian Lebiere, Anthony Stentz, Martial Hebert

Computational Sustainability and Artificial Intelligence

A Novel and Scalable Spatio-Temporal Technique for Ocean Eddy Monitoring PDF
James H. Faghmous, Yashu Chamber, Shyam Boriah, Frode Vikebø, Stefan Liess, Michel dos Santos Mesquita, Vipin Kumar
Pre-Symptomatic Prediction of Plant Drought Stress Using Dirichlet-Aggregation Regression on Hyperspectral Images PDF
Kristian Kersting, Zhao Xu, Mirwaes Wahabzada, Christian Bauckhage, Christian Thurau, Christoph Römer, Agim Ballvora, Uwe Rascher, Jen Leon, Lutz Plümer
Lagrangian Relaxation Techniques for Scalable Spatial Conservation Planning PDF
Akshat Kumar, Xiaojian Wu, Shlomo Zilberstein
Cooperative Virtual Power Plant Formation Using Scoring Rules PDF
Valentin Robu, Ramachandra Kota, Georgios Chalkiadakis, Alex Rogers, Nicholas R. Jennings
An Efficient Simulation-Based Approach to Ambulance Fleet Allocation and Dynamic Redeployment PDF
Yisong Yue, Lavanya Marla, Ramayya Krishnan

Constraints, Satisfiability, and Search

Solving Peg Solitaire with Bidirectional BFIDA* PDF
Joseph K. Barker, Richard E Korf
Solving Dots-And-Boxes PDF
Joseph K. Barker, Richard E. Korf
Iterative Resource Allocation for Memory Intensive Parallel Search Algorithms on Clouds, Grids, and Shared Clusters PDF
Alex Fukunaga, Akihiro Kishimoto, Adi Botea
Don't Be Strict in Local Search! PDF
Serge Gaspers, Eun Jung Kim, Sebastian Ordyniak, Saket Saurabh, Stefan Szeider
Non-Model-Based Search Guidance for Set Partitioning Problems PDF
Serdar Kadioglu, Yuri Malitsky, Meinolf Sellmann

Knowledge-Based Information Systems

Double-Bit Quantization for Hashing PDF
Weihao Kong, Wu-Jun Li

Knowledge Representation and Reasoning

On Finding Optimal Polytrees PDF
Serge Gaspers, Mikko Koivisto, Mathieu Liedloff, Sebastian Ordyniak, Stefan Szeider
Equality-Friendly Well-Founded Semantics and Applications to Description Logics PDF
Georg Gottlob, André Hernich, Clemens Kupke, Thomas Lukasiewicz
Compiling Model-Based Diagnosis to Boolean Satisfaction PDF
Amit Metodi, Roni Stern, Meir Kalech, Mike Codish
Far Out: Predicting Long-Term Human Mobility PDF
Adam Sadilek, John Krumm
Exploring the Duality in Conflict-Directed Model-Based Diagnosis PDF
Roni Tzvi Stern, Meir Kalech, Alexander Feldman, Gregory Provan

Machine Learning

Learning Games from Videos Guided by Descriptive Complexity PDF
Lukasz Kaiser
Probabilistic Models for Common Spatial Patterns: Parameter-Expanded EM and Variational Bayes PDF
Hyohyeong Kang, Seungjin Choi
Kernel-Based Reinforcement Learning on Representative States PDF
Branislav Kveton, Georgios Theocharous
Rule Ensemble Learning Using Hierarchical Kernels in Structured Output Spaces PDF
Naveen Nair, Amrita Saha, Ganesh Ramakrishnan, Shonali Krishnaswamy
Learning Behavior Models for Hybrid Timed Systems PDF
Oliver Niggemann, Benno Stein, Asmir Vodencarevic, Alexander Maier, Hans Kleine Büning

Multiagent Systems

Security Games with Limited Surveillance PDF
Bo An, David Kempe, Christopher Kiekintveld, Eric Shieh, Satinder Singh, Milind Tambe, Yevgeniy Vorobeychik
Sample Bounded Distributed Reinforcement Learning for Decentralized POMDPs PDF
Bikramjit Banerjee, Jeremy Lyle, Landon Kraemer, Rajesh Yellamraju
A Multivariate Complexity Analysis of Lobbying in Multiple Referenda PDF
Robert Bredereck, Jiehua Chen, Sepp Hartung, Rolf Niedermeier, Ondřej Suchý, Stefan Kratsch
Approximately Revenue-Maximizing Auctions for Deliberative Agents PDF
L. Elisa Celis, Anna R. Karlin, Kevin Leyton-Brown, C. Thach Nguyen, David R. M. Thompson
Congestion Games with Agent Failures PDF
Reshef Meir, Moshe Tennenholtz, Yoram Bachrach, Peter Key
Influence-Based Abstraction for Multiagent Systems PDF
Frans Adriaan Oliehoek, Stefan J. Witwicki, Leslie Pack Kaelbling

Multidisciplinary Topics

Automated Strategies for Determining Rewards for Human Work PDF
Amos Azaria, Yonatan Aumann, Sarit Kraus
Strategic Advice Provision in Repeated Human-Agent Interactions PDF
Amos Azaria, Zinovi Rabinovich, Sarit Kraus, Claudia V. Goldman, Ya'akov Gal
Agent-Human Coordination with Communication Costs Under Uncertainty PDF
Asaf Frieder, Raz Lin, Sarit Kraus
Learning to Learn: Algorithmic Inspirations from Human Problem Solving PDF
Ashish Kapoor, Bongshin Lee, Desney Tan, Eric Horvitz
Performance and Preferences: Interactive Refinement of Machine Learning Procedures PDF
Ashish Kapoor, Bongshin Lee, Desney Tan, Eric Horvitz

Reasoning about Plans, Processes, and Actions

The Linear Distance Traveling Tournament Problem PDF
Richard Hoshino, Ken-ichi Kawarabayashi
Structural Patterns Beyond Forks: Extending the Complexity Boundaries of Classical Planning PDF
Michael Katz, Emil Keyder
LRTDP Versus UCT for Online Probabilistic Planning PDF
Andrey Kolobov, . Mausam, Daniel S. Weld
Planning in Factored Action Spaces with Symbolic Dynamic Programming PDF
Aswin Raghavan, Saket Joshi, Alan Fern, Prasad Tadepalli, Roni Khardon


Catch Me If You Can: Pursuit and Capture in Polygonal Environments with Obstacles PDF
Kyle Klein, Subhash Suri
Using the Web to Interactively Learn to Find Objects PDF
Mehdi Samadi, Thomas Kollar, Manuela Veloso


Search-Based Path Planning with Homotopy Class Constraints in 3D PDF
Subhrajit Bhattacharya, Maxim Likhachev, Vijay Kumar
Semi-Relaxed Plan Heuristics PDF
Emil Ragip Keyder, Joerg Hoffmann, Patrik Haslum
Research Challenges in Combinatorial Search PDF
Richard Earl Korf
Relative Attributes for Enhanced Human-Machine Communication PDF
Devi Parikh, Adriana Kovashka, Amar Parkash, Kristen Grauman

Student Abstracts

Strategic Advice Provision in Repeated Human-Agent Interactions (Abstract) PDF
Amos Azaria, Zinovi Rabinovich, Sarit Kraus, Claudia V. Goldman, Ya'akov Gal
Recommending Related Microblogs: A Comparison Between Topic and WordNet based Approaches PDF
Xing Chen, Lin Li, Guandong Xu, Zhenglu Yang, Masaru Kitsuregawa
Failure Handling In a Planning Framework PDF
Sertac Karapinar, Sanem Sariel-Talay
Informed Initial Policies for Learning in Dec-POMDPs PDF
Landon Jeffrey Kraemer, Bikramjit Banerjee
A Testbed for Learning by Demonstration from Natural Language and RGB-Depth Video PDF
Young Chol Song, Henry Kautz
Learning Transformation Rules by Examples PDF
Bo Wu, Pedro Szekely, Craig A. Knoblock