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

Agent-Based and Multiagent Systems

Alternating Epistemic Mu-Calculus PDF
Nils Bulling, Wojciech Jamroga
Comparing Variants of Strategic Ability PDF
Wojciech Jamroga, Nils Bulling
Accelerating Best Response Calculation in Large Extensive Games PDF
Michael Johanson, Kevin Waugh, Michael Bowling, Martin Zinkevich
Agents, Actions and Goals in Dynamic Environments PDF
Peter Novák, Wojciech Jamroga
Minimum Search To Establish Worst-Case Guarantees in Coalition Structure Generation PDF
Talal Rahwan, Tomasz P Michalak, Nicholas R Jennings
Using Gaussian Processes to Optimise Concession in Complex Negotiations against Unknown Opponents PDF
Colin Richard Williams, Valentin Robu, Enrico Harm Gerding, Nicholas Robert Jennings
Improving Resource Allocation Strategy Against Human Adversaries in Security Games PDF
Rong Yang, Christopher Kiekintveld, Fernando Ordonez, Milind Tambe, Richard John

Constraints, Satisfiability, and Search

Tackling the Partner Units Configuration Problem PDF
Markus Aschinger, Conrad Drescher, Georg Gottlob, Peter Jeavons, Evgenij Thorstensen
Depth-Driven Circuit-Level Stochastic Local Search for SAT PDF
Anton Belov, Matti Järvisalo, Zbigniew Stachniak
Exploiting Short Supports for Generalised Arc Consistency for Arbitrary Constraints PDF
Peter Nightingale, Ian Philip Gent, Chris Jefferson, Ian Miguel
Real-Time Solving of Quantified CSPs Based on Monte-Carlo Game Tree Search PDF
Baba Satomi, Yongjoon Joe, Atsushi Iwasaki, Makoto Yokoo

Knowledge Representation, Reasoning, and Logic

Discrete-Time Temporal Reasoning with Horn DLRs PDF
Peter Jonsson, Tomas Lööw

Machine Learning

Heuristic Rule-Based Regression Via Dynamic Reduction to Classification PDF
Frederik Janssen, Johannes Fürnkranz
Imitation Learning in Relational Domains: A Functional-Gradient Boosting Approach PDF
Sriraam Natarajan, Saket Joshi, Prasad Tadepalli, Kristian Kersting, Jude Shavlik
Local and Structural Consistency for Multi-Manifold Clustering PDF
Yong Wang, Yuan Jiang, Yi Wu, Zhi-Hua Zhou

Natural-Language Processing

Short Text Classification Improved by Learning Multi-Granularity Topics PDF
Mengen Chen, Xiaoming Jin, Dou Shen
Unsupervised Modeling of Dialog Acts in Asynchronous Conversations PDF
Shafiq Rayhan Joty, Giuseppe Carenini, Chin-Yew Lin
Incorporating Reviewer and Product Information for Review Rating Prediction PDF
Fangtao Li, Nathan Nan Liu, Hongwei Jin, Kai Zhao, Qiang Yang, Xiaoyan Zhu
Learning Inter-Related Statistical Query Translation Models for English-Chinese Bi-Directional CLIR PDF
Yuejie Zhang, Lei Cen, Cheng Jin, Xiangyang Xue, Jianping Fan
Fusion of Multiple Features and Supervised Learning for Chinese OOV Term Detection and POS Guessing PDF
Yuejie Zhang, Lei Cen, Wei Wu, Cheng Jin, Xiangyang Xue

Robotics and Vision

Robotic Object Detection: Learning to Improve the Classifiers using Sparse Graphs for Path Planning PDF
Zhaoyin Jia, Ashutosh Saxena, Tsuhan Chen

Uncertainty in AI

Resolute Choice in Sequential Decision Problems with Multiple Priors PDF
Hélène Fargier, Gildas Jeantet, Olivier Spanjaard

Web and Knowledge-Based Information Systems

Mining Longitudinal Network for Predicting Company Value PDF
Yingzi Jin, Ching-Yung Lin, Yutaka Matsuo, Mitsuru Ishizuka
Mining User Dwell Time for Personalized Web Search Re-Ranking PDF
Songhua Xu, Hao Jiang, Francis Chi-Moon Lau

Special Track on Integrated and Embedded AI

Integrated Learning for Goal-Driven Autonomy PDF
Ulit Jaidee, Hector Munoz-Avila, David W. Aha
Learning Compact Visual Descriptor for Low Bit Rate Mobile Landmark Search PDF
Rongrong Ji, Ling-Yu Duan, Jie Chen, Hongxun Yao, Tiejun Huang, Wen Gao
Integrating Learning into a BDI Agent for Environments with Changing Dynamics PDF
Dhirendra Singh, Sebastian Sardina, Lin Padgham, Geoff James

Best Paper Track

Lower Bounds for Width-Restricted Clause Learning on Formulas of Small Width PDF
Eli Ben-Sasson, Jan Johannsen
A Transitivity Aware Matrix Factorization Model for Recommendation in Social Networks PDF
Mohsen Jamali, Martin Ester
An On-Line Algorithm for Semantic Forgetting PDF
Heather Stephanie Packer, Nicholas Gibbins, Nicholas R Jennings

Doctoral Consortium

Agent-Based Negotiation Teams PDF
Victor Sanchez-Anguix, Vicente Julian, Ana Garcia-Fornes