Invited Talks and Research Excellence Paper
| Open Information Extraction: The Second Generation | |
| Oren Etzioni, Anthony Fader, Janara Christensen, Stephen Soderland, - Mausam |
Agent-Based and Multiagent Systems
| Dynamics of Profit-Sharing Games | |
| John Augustine, Ning Chen, Edith Elkind, Angelo Fanelli, Nick Gravin, Dmitry Shiryaev |
| Manipulation in Group Argument Evaluation | |
| Martin Caminada, Gabriella Pigozzi, Mikołaj Podlaszewski |
| Towards More Expressive Cake Cutting | |
| Ioannis Caragiannis, John K. Lai, Ariel D. Procaccia |
| Efficient Mechanisms with Risky Participation | |
| Ruggiero Cavallo |
| Using Incentive Mechanisms for an Adaptive Regulation of Open Multi-Agent Systems | |
| Roberto Centeno, Holger Billhardt |
| AstonCAT-Plus: An Efficient Specialist for the TAC Market Design Tournament | |
| Meng Chang, Minghua He, Xudong Luo |
| A Market Clearing Solution for Social Lending | |
| Ning Chen, Arpita Ghosh |
| Hypercubewise Preference Aggregation in Multi-Issue Domains | |
| Vincent Conitzer, Jérôme Lang, Lirong Xia |
| Human-Agent Auction Interactions: Adaptive-Aggressive Agents Dominate | |
| Marco De Luca, Dave Cliff |
| Security Games with Multiple Attacker Resources | |
| Dmytro Korzhyk, Vincent Conitzer, Ronald Parr |
| Facing Openness with Socio Cognitive Trust and Categories | |
| Matteo Venanzi, Michele Piunti, Rino Falcone, Cristiano Castelfranchi |
| Dynamic Sanctioning for Robust and Cost-Efficient Norm Compliance | |
| Daniel Villatoro, Giulia Andrighetto, Jordi Sabater-Mir, Rosaria Conte |
| Online Planning for Ad Hoc Autonomous Agent Teams | |
| Feng Wu, Shlomo Zilberstein, Xiaoping Chen |
| A Maximum Likelihood Approach Towards Aggregating Partial Orders | |
| Lirong Xia, Vincent Conitzer |
Constraints, Satisfiability, and Search
| Symmetries and Lazy Clause Generation | |
| Geoffrey Chu, Maria Garcia de la Banda, Chris Mears, Peter J. Stuckey |
Knowledge Representation, Reasoning, and Logic
| A Theory of Meta-Diagnosis: Reasoning About Diagnostic Systems | |
| Nuno Belard, Yannick Pencolé, Michel Combacau |
| Finite-Valued Lukasiewicz Modal Logic Is PSPACE-Complete | |
| Félix Bou, Marco Cerami, Francesc Esteva |
| A Practical Automata-Based Technique for Reasoning in Expressive Description Logics | |
| Diego Calvanese, Domenico Carbotta, Magdalena Ortiz |
| Containment of Regular Path Queries under Description Logic Constraints | |
| Diego Calvanese, Magdalena Ortiz, Mantas Simkus |
| Defeasible Inheritance-Based Description Logics | |
| Umberto Straccia, Giovanni Casini |
Machine Learning
| A Competitive Strategy for Function Approximation in Q-Learning | |
| Alejandro Gabriel Agostini, Enric Celaya |
| A Framework for Incorporating General Domain Knowledge into Latent Dirichlet Allocation Using First-Order Logic | |
| David Andrzejewski, Xiaojin Zhu, Mark Craven, Benjamin Recht |
| Distance Metric Learning under Covariate Shift | |
| Bin Cao, Xiaochuan Ni, Jian-Tao Sun, Gang Wang, Qiang Yang |
| Using Cases as Heuristics in Reinforcement Learning: A Transfer Learning Application | |
| Luiz A. Celiberto Jr., Jackson P. Matsuura, Ramon Lopez de Mantaras, Reinaldo A. C. Bianchi |
| Increasing the Scalability of the Fitting of Generalised Block Models for Social Networks | |
| Jeffrey Chan, Samantha Lam, Conor Hayes |
| Concept Labeling: Building Text Classifiers with Minimal Supervision | |
| Vijil Chenthamarakshan, Prem Melville, Vikas Sindhwani, Richard D Lawrence |
| Unsupervised Learning of Patterns in Data Streams Using Compression and Edit Distance | |
| Sook-Ling Chua, Stephen Marsland, Hans W. Guesgen |
| Flexible, High Performance Convolutional Neural Networks for Image Classification | |
| Dan Claudiu Ciresan, Ueli Meier, Jonathan Masci, Luca Maria Gambardella, Jürgen Schmidhuber |
| Automatic State Abstraction from Demonstration | |
| Luis Carlos Cobo, Peng Zang, Charles Lee Isbell Jr., Andrea Lockerd Thomaz |
| Adaptation of a Mixture of Multivariate Bernoulli Distributions | |
| Ankur Kamthe, Miguel Angel Carreira-Perpinan, Alberto E. Cerpa |
| Activity Recognition with Finite State Machines | |
| Wesley Kerr, Anh Tran, Paul Cohen |
| Distribution-Aware Online Classifiers | |
| Tam T. Nguyen, Kuiyu Chang, Cheung Siu Hui |
| Classification of Emerging Extreme Event Tracks in Multivariate Spatio-Temporal Physical Systems Using Dynamic Network Structures: Application to Hurricane Track Prediction | |
| Huseyin Sencan, Zhengzhang Chen, William Hendrix, Tatdow Pansombut, Frederick Semazzi, Alok Choudhary, Vipin Kumar, Anatoli V. Melechko, Nagiza F. Samatova |
| Active Online Classification Via Information Maximization | |
| Noam Slonim, Elad Yom-Tov, Koby Crammer |
| Similarity-Based Approach for Positive and Unlabelled Learning | |
| Yanshan Xiao, Bo Liu, Jie Yin, Longbing Cao, Chengqi Zhang, Zhifeng Hao |
| Matrix Co-Factorization on Compressed Sensing | |
| Seungjin Choi, Jiho Yoo |
Multidisciplinary Topics And Applications
| A Hierarchical Architecture for Adaptive Brain-Computer Interfacing | |
| Mike Chung, Willy Cheung, Reinhold Scherer, Rajesh P. N. Rao |
| Effective and Efficient Microprocessor Design Space Exploration Using Unlabeled Design Configurations | |
| Qi Guo, Tianshi Chen, Yunji Chen, Zhi-Hua Zhou, Weiwu Hu, Zhiwei Xu |
| Visual Task Inference Using Hidden Markov Models | |
| Amin Haji Abolhassani, James J. Clark |
| Multi-Select Faceted Navigation Based on Minimum Description Length Principle | |
| Chao He, Xueqi Cheng, Jiafeng Guo, Huawei Shen |
Natural-Language Processing
| Short Text Classification Improved by Learning Multi-Granularity Topics | |
| Mengen Chen, Xiaoming Jin, Dou Shen |
| Online Latent Structure Training for Language Acquisition | |
| Michael James Connor, Cynthia Fisher, Dan Roth |
| Unsupervised Modeling of Dialog Acts in Asynchronous Conversations | |
| Shafiq Rayhan Joty, Giuseppe Carenini, Chin-Yew Lin |
| An Approach to Answer Selection in Question-Answering Based on Semantic Relations | |
| Ana Cristina Mendes, Luísa Coheur |
| Sample Efficient On-Line Learning of Optimal Dialogue Policies with Kalman Temporal Differences | |
| Olivier Pietquin, Matthieu Geist, Senthilkumar Chandramohan |
| Learning Inter-Related Statistical Query Translation Models for English-Chinese Bi-Directional CLIR | |
| 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 | |
| Yuejie Zhang, Lei Cen, Wei Wu, Cheng Jin, Xiangyang Xue |
Planning and Scheduling
| Risk-Sensitive Policies for Sustainable Renewable Resource Allocation | |
| Stefano Ermon, Jon Conrad, Carla Gomes, Bart Selman |
| Iterative Flattening Search for the Flexible Job Shop Scheduling Problem | |
| Angelo Oddi, Riccardo Rasconi, Amedeo Cesta, Stephen F. Smith |
Robotics and Vision
| Robotic Object Detection: Learning to Improve the Classifiers using Sparse Graphs for Path Planning | |
| Zhaoyin Jia, Ashutosh Saxena, Tsuhan Chen |
Uncertainty in AI
| Lifted Relational Kalman Filtering | |
| Jaesik Choi, Abner Guzman-Rivera, Eyal Amir |
Web and Knowledge-Based Information Systems
| Leveraging Unlabeled Data to Scale Blocking for Record Linkage | |
| Yunbo Cao, Zhiyuan Chen, Jiamin Zhu, Pei Yue, Chin-Yew Lin, Yong Yu |
| A Convex Formulation of Modularity Maximization for Community Detection | |
| Yun Kwan Chan, Dit-Yan Yeung |
| What to Ask to an Incomplete Semantic Web Reasoner? | |
| Bernardo Cuenca Grau, Giorgos Stoilos |
| Finding the Hidden Gems: Recommending Untagged Music | |
| Ben Horsburgh, Susan Craw, Stewart Massie, Robin Boswell |
| Context Sensitive Topic Models for Author Influence in Document Networks | |
| Saurabh Kataria, Prasenjit Mitra, Cornelia Caragea, C. Lee Giles |
| Short Text Conceptualization Using a Probabilistic Knowledgebase | |
| Yangqiu Song, Haixun Wang, Zhongyuan Wang, Hongsong Li, Weizhu Chen |
| Predicting Epidemic Tendency through Search Behavior Analysis | |
| Danqing Xu, Yiqun Liu, Min Zhang, Shaoping Ma, Anqi Cui, Liyun Ru |
Special Track on Integrated and Embedded AI
| A Comprehensive Approach to On-Board Autonomy Verification and Validation | |
| Marco Bozzano, Alessandro Cimatti, Marco Roveri, Andrei Tchaltsev |
| Buried Utility Pipeline Mapping Based on Multiple Spatial Data Sources: A Bayesian Data Fusion Approach | |
| Huanhuan Chen, Anthony G. Cohn |
| Learning Compact Visual Descriptor for Low Bit Rate Mobile Landmark Search | |
| Rongrong Ji, Ling-Yu Duan, Jie Chen, Hongxun Yao, Tiejun Huang, Wen Gao |
| A System for Providing Differentiated QoS in Retail Banking | |
| Sameep Mehta, Girish Chafle, Gyana Parija, Vikas Kedia |
| Cross-People Mobile-Phone Based Activity Recognition | |
| Zhongtang Zhao, Yiqiang Chen, Junfa Liu, Zhiqi Shen, Mingjie Liu |
Best Paper Track
| Human-Guided Machine Learning for Fast and Accurate Network Alarm Triage | |
| Saleema Amershi, Bongshin Lee, Ashish Kapoor, Ratul Mahajan, Blaine Christian |
| Community Detection in Social Networks Through Community Formation Games | |
| Wei Chen, Zhenming Liu, Xiaorui Sun, Yajun Wang |
| An Algorithm for Adapting Cases Represented in ALC | |
| Julien Cojan, Jean Lieber |
| GUARDS — Innovative Application of Game Theory for National Airport Security | |
| James Pita, Milind Tambe, Christopher Kiekintveld, Shane Cullen, Erin Steigerwald |
| Theoretical Justification of Popular Link Prediction Heuristics | |
| Purnamrita Sarkar, Deepayan Chakrabarti, Andrew W. Moore |
| Large Linear Classification When Data Cannot Fit in Memory | |
| Hsiang-Fu Yu, Cho-Jui Hsieh, Kai-Wei Chang, Chih-Jen Lin |
Doctoral Consortium
| Decision Support through Argumentation-Based Practical Reasoning | |
| Federico Cerutti |
| Behaviour Recognition in Smart Homes | |
| Sook-Ling Chua, Stephen Marsland, Hans W. Guesgen |
| Input Parameter Calibration in Forest Fire Spread Prediction: Taking the Intelligent Way | |
| Kerstin Wendt, Ana Cortés |