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

A Convex Formulation for Learning from Crowds PDF
Hiroshi Kajino, Yuta Tsuboi, Hisashi Kashima
Improved Convergence of Iterative Ontology Alignment using Block-Coordinate Descent PDF
Uthayasanker Thayasivam, Prashant Doshi

Cognitive Systems

Lessons Learned From a Rational Reconstruction of Minstrel PDF
Brandon Robert Tearse, Peter Mawhorter, Michael Mateas, Noah Wardrip-Fruin
Discovering Constraints for Inductive Process Modeling PDF
Ljupco Todorovski, Will Bridewell, Pat Langley

Computational Sustainability and Artificial Intelligence

Patrol Strategies to Maximize Pristine Forest Area PDF
Matthew Paul Johnson, Fei Fang, Milind Tambe
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
Sustaining Economic Exploitation of Complex Ecosystems in Computational Models of Coupled Human-Natural Networks PDF
Neo D. Martinez, Perrine Tonnin, Barbara Bauer, Rosalyn C. Rael, Rahul Singh, Sangyuk Yoon, Ilmi Yoon, Jennifer A. Dunne

Constraints, Satisfiability, and Search

MCTS Based on Simple Regret PDF
David Tolpin, Solomon Eyal Shimony

Knowledge-Based Information Systems

Table Header Detection and Classification PDF
Jing Fang, Prasenjit Mitra, Zhi Tang, C. Lee Giles
A Sequential Decision Approach to Ordinal Preferences in Recommender Systems PDF
Truyen Tran, Dinh Q. Phung, Svetha Venkatesh

Knowledge Representation and Reasoning

Query Rewriting for Horn-SHIQ Plus Rules PDF
Thomas Eiter, Magdalena Ortiz, Mantas Simkus, Trung-Kien Tran, Guohui Xiao

Machine Learning

Kernel-Based Reinforcement Learning on Representative States PDF
Branislav Kveton, Georgios Theocharous
Convex Matching Pursuit for Large-Scale Sparse Coding and Subset Selection PDF
Mingkui Tan, Ivor W. Tsang, Li Wang, Xinming Zhang
Hierarchical Double Dirichlet Process Mixture of Gaussian Processes PDF
Aditya Tayal, Pascal Poupart, Yuying Li
Knapsack Based Optimal Policies for Budget–Limited Multi–Armed Bandits PDF
Long Tran-Thanh, Archie Chapman, Alex Rogers, Nicholas R Jennings
Name-Ethnicity Classification and Ethnicity-Sensitive Name Matching PDF
Pucktada Treeratpituk, C. Lee Giles
Discriminative Clustering via Generative Feature Mapping PDF
Liwei Wang, Xiong Li, Zhuowen Tu, Jiaya Jia

Multiagent Systems

Security Games with Limited Surveillance PDF
Bo An, David Kempe, Christopher Kiekintveld, Eric Shieh, Satinder Singh, Milind Tambe, Yevgeniy Vorobeychik
Optimal Proportional Cake Cutting with Connected Pieces PDF
Xiaohui Bei, Ning Chen, Xia Hua, Biaoshuai Tao, Endong Yang
Approximately Revenue-Maximizing Auctions for Deliberative Agents PDF
L. Elisa Celis, Anna R. Karlin, Kevin Leyton-Brown, C. Thach Nguyen, David R. M. Thompson
The Deployment-to-Saturation Ratio in Security Games PDF
Manish Jain, Kevin Leyton-Brown, Milind Tambe
Congestion Games with Agent Failures PDF
Reshef Meir, Moshe Tennenholtz, Yoram Bachrach, Peter Key
Optimal Auctions for Spiteful Bidders PDF
Pingzhong Tang, Tuomas Sandholm
Security Games for Controlling Contagion PDF
Jason Tsai, Thanh H. Nguyen, Milind Tambe

Multidisciplinary Topics

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
HyperPlay: A Solution to General Game Playing with Imperfect Information PDF
Michael John Schofield, Timothy Joseph Cerexhe, Michael Thielscher

Natural-Language Processing

Sense Sentiment Similarity: An Analysis PDF
Mitra Mohtarami, Hadi Amiri, Man Lan, Thanh Phu Tran, Chew Lim Tan

Reasoning about Plans, Processes, and Actions

Planning in Factored Action Spaces with Symbolic Dynamic Programming PDF
Aswin Raghavan, Saket Joshi, Alan Fern, Prasad Tadepalli, Roni Khardon
Stochastic Safest and Shortest Path Problems PDF
Florent Teichteil-Königsbuch


Parsing Outdoor Scenes from Streamed 3D Laser Data Using Online Clustering and Incremental Belief Updates PDF
Rudolph A. Triebel, Rohan Paul, Daniela Rus, Paul Newman


SMT-Based Verification of Hybrid Systems PDF
Alessandro Cimatti, Sergio Mover, Stefano Tonetta
PROTECT: An Application of Computational Game Theory for the Security of the Ports of the United States PDF
Eric Anyung Shieh, Bo An, Rong Yang, Milind Tambe, Craig Baldwin, Joseph DiRenzo, Ben Maule, Garrett Meyer

Student Abstracts

Matching State-Based Sequences with Rich Temporal Aspects PDF
Aihua Zheng, Jixin Ma, Jin Tang, Bin Luo