Main Track — Agent and Multiagent Systems
| Agile Planning for Real-World Disaster Response | |
| Feng Wu, Sarvapali D. Ramchurn, Wenchao Jiang, Jeol E. Fischer, Tom Rodden, Nicholas R. Jennings |
Main Track — Artificial Intelligence and Social Sciences
| Emotions in Argumentation: an Empirical Evaluation | |
| Sahbi Benlamine, Maher Chaouachi, Serena Villata, Elena Cabrio, Claude Frasson, Fabien Gandon |
Main Track — Constraint Optimization
| Recursive Decomposition for Nonconvex Optimization | |
| Abram L. Friesen, Pedro Domingos |
Main Track — Constraints, Satisfiability, and Search
| ReACTR: Realtime Algorithm Configuration through Tournament Rankings | |
| Tadhg Fitzgerald, Yuri Malitsky, Barry O'Sullivan |
Main Track — Distributed Search/CSP/Optimization
| Collective Biobjective Optimization Algorithm for Parallel Test Paper Generation | |
| Minh Luan Nguyen, Siu Cheung Hui, Alvis C. M. Fong |
Main Track — Game Theory
| The Adjusted Winner Procedure: Characterizations and Equilibria | |
| Haris Aziz, Simina Brânzei, Aris Filos-Ratsikas, Søren Kristoffer Stiil Frederiksen |
| Approximate Nash Equilibria with Near Optimal Social Welfare | |
| Artur Czumaj, Michail Fasoulakis, Marcin Jurdzinski |
| Implementing the Wisdom of Waze | |
| Shoshana Vasserman, Michal Feldman, Avinatan Hassidim |
Main Track — Graphical Models
| From Weighted to Unweighted Model Counting | |
| Supratik Chakraborty, Dror Fried, Kuldeep S. Meel, Moshe Y. Vardi |
Main Track — Heuristic Search
| ICBS: Improved Conflict-Based Search Algorithm for Multi-Agent Pathfinding | |
| Eli Boyarski, Ariel Felner, Roni Stern, Guni Sharon, David Tolpin, Oded Betzalel, Eyal Shimony |
Main Track — Knowledge Acquisition
| Personalizing Product Rankings Using Collaborative Filtering on Opinion-Derived Topic Profiles | |
| Claudiu Cristian Musat, Boi Faltings |
| Building Hierarchies of Concepts via Crowdsourcing | |
| Yuyin Sun, Adish Singla, Dieter Fox, Andreas Krause |
Main Track — Machine Learning
| Biclustering Gene Expressions Using Factor Graphs and the Max-Sum Algorithm | |
| Matteo Denitto, Alessandro Farinelli, Manuele Bicego |
Main Track — Multidisciplinary Topics and Applications
| A Study of Human-Agent Collaboration for Multi-UAV Task Allocation in Dynamic Environments | |
| Sarvapali D. Ramchurn, Joel E Fischer, Yuki Ikuno, Feng Wu, Jack Flann, Antony Waldock |
Main Track — Natural Language Processing
| Positive, Negative, or Neutral: Learning an Expanded Opinion Lexicon from Emoticon-Annotated Tweets | |
| Felipe Bravo-Marquez, Eibe Frank, Bernhard Pfahringer |
| Word-Error Correction of Continuous Speech Recognition Based on Normalized Relevance Distance | |
| Yohei Fusayasu, Katsuyuki Tanaka, Tetsuya Takiguchi, Yasuo Ariki |
Main Track — Planning
| Temporal Planning with Semantic Attachment of Non-Linear Monotonic Continuous Behaviours | |
| Josef Bajada, Maria Fox, Derek Long |
| Mixed Discrete-Continuous Heuristic Generative Planning Based on Flow Tubes | |
| Enrique Fernandez-Gonzalez, Erez Karpas, Brian C. Williams |
| Planning for Stochastic Games with Co-Safe Objectives | |
| Lei Song, Yuan Feng, Lijun Zhang |
Main Track — Robotics and Vision
| Graph-Based Inverse Optimal Control for Robot Manipulation | |
| Arunkumar Byravan, Mathew Monfort, Brian Ziebart, Byron Boots, Dieter Fox |
| Reactive Integrated Motion Planning and Execution | |
| Andreas G. Hofmann, Enrique Fernandez, Justin Helbert, Scott D. Smith, Brian C. Williams |
| Multi-Modality Tracker Aggregation: From Generative to Discriminative | |
| Xiaoqin Zhang, Wei Li, Mingyu Fan, Di Wang, Xiuzi Ye |
Main Track — Social Networks
| How Robust Is the Wisdom of the Crowds? | |
| Noga Alon, Michal Feldman, Omer Lev, Moshe Tennenholtz |
| Uncovering the Formation of Triadic Closure in Social Networks | |
| Zhanpeng Fang, Jie Tang |
| Personalized Ranking Metric Embedding for Next New POI Recommendation | |
| Shanshan Feng, Xutao Li, Yifeng Zeng, Gao Cong, Yeow Meng Chee, Quan Yuan |
Main Track — Vision and Perception
| Cross-View Projective Dictionary Learning for Person Re-Identification | |
| Sheng Li, Ming Shao, Yun Fu |
| Semantic Single Video Segmentation with Robust Graph Representation | |
| Handong Zhao, Yun Fu |
Main Track — Web and Knowledge-Based Information Systems
| Personalized Sentiment Classification Based on Latent Individuality of Microblog Users | |
| Kaisong Song, Shi Feng, Wei Gao, Daling Wang, Ge Yu, Kam-Fai Wong |
Main Track — Web Mining
| Tracking Political Elections on Social Media: Applications and Experience | |
| Danish Contractor, Bhupesh Chawda, Sameep Mehta, L Venkata Subramaniam, Tanveer Afzal Faruquie |
| Large Scale Homophily Analysis in Twitter Using a Twixonomy | |
| Stefano Faralli, Giovanni Stilo, Paola Velardi |
Artificial Intelligence and the Arts Track
| Artificial Intelligence in the Concertgebouw | |
| Andreas Arzt, Harald Frostel, Thassilo Gadermaier, Martin Gasser, Maarten Grachten, Gerhard Widmer |
Computational Sustainability Track
| Clustering Dynamic Spatio-Temporal Patterns in The Presence of Noise and Missing Data | |
| Xi Chen, James H. Faghmous, Ankush Khandelwal, Vipin Kumar |
| When Security Games Go Green: Designing Defender Strategies to Prevent Poaching and Illegal Fishing | |
| Fei Fang, Peter Stone, Milind Tambe |
Knowledge Representation Track
| Stable Model Semantics of Abstract Dialectical Frameworks Revisited: A Logic Programming Perspective | |
| Mario Alviano, Wolfgang Faber |
| A Logic for Reasoning about Justified Uncertain Beliefs | |
| Tuan-Fang Fan, Churn-Jung Liau |
| On the Progression of Knowledge and Belief for Nondeterministic Actions in the Situation Calculus | |
| Liangda Fang, Yongmei Liu, Ximing Wen |
| Epistemic Equilibrium Logic | |
| Luis Fariñas del Cerro, Andreas Herzig, Ezgi Iraz Su |
| The Combined Approach to Query Answering Beyond the OWL 2 Profiles | |
| Cristina Feier, David Carral, Giorgio Stefanoni, Bernardo Cuenca Grau, Ian Horrocks |
| Computing Social Behaviours Using Agent Models | |
| Paolo Felli, Tim Miller, Christian Muise, Adrian R. Pearce, Liz Sonenberg |
| A Complete Epistemic Planner without the Epistemic Closed World Assumption | |
| Hai Wan, Rui Yang, Liangda Fang, Yongmei Liu, Huada Xu |
Machine Learning Track
| Learning Regular Languages via Alternating Automata | |
| Dana Angluin, Sarah Eisenstat, Dana Fisman |
| Deep Low-Rank Coding for Transfer Learning | |
| Zhengming Ding, Ming Shao, Yun Fu |
| Robust Multiple Kernel K-means Using L21-Norm | |
| Liang Du, Peng Zhou, Lei Shi, Hanmo Wang, Mingyu Fan, Wenjian Wang, Yi-Dong Shen |
| Random Feature Mapping with Signed Circulant Matrix Projection | |
| Chang Feng, Qinghua Hu, Shizhong Liao |
| Quiet: Faster Belief Propagation for Images and Related Applications | |
| Yasuhiro Fujiwara, Dennis Shasha |
| Multitask Coactive Learning | |
| Robby Goetschalckx, Alan Fern, Prasad Tadepalli |
| Active Imitation Learning of Hierarchical Policies | |
| Mandana Hamidi, Prasad Tadepalli, Robby Goetschalckx, Alan Fern |
| Optimizing Locally Linear Classifiers with Supervised Anchor Point Learning | |
| Xue Mao, Zhouyu Fu, Ou Wu, Weiming Hu |
| Graph Invariant Kernels | |
| Francesco Orsini, Paolo Frasconi, Luc De Raedt |
| Deep Linear Coding for Fast Graph Clustering | |
| Ming Shao, Sheng Li, Zhengming Ding, Yun Fu |
| Feature Selection from Microarray Data via an Ordered Search with Projected Margin | |
| Saulo Moraes Villela, Saul de Castro Leite, Raul Fonseca Neto |
| An Efficient Classifier Based on Hierarchical Mixing Linear Support Vector Machines | |
| Di Wang, Xiaoqin Zhang, Mingyu Fan, Xiuzi Ye |
| A Joint Optimization Framework of Sparse Coding and Discriminative Clustering | |
| Zhangyang Wang, Yingzhen Yang, Shiyu Chang, Jinyan Li, Simon Fong, Thomas S Huang |
| Dual-Regularized Multi-View Outlier Detection | |
| Handong Zhao, Yun Fu |
Journal Track
| Influencing Individually: Fusing Personalization and Persuasion (Extended Abstract) | |
| Shlomo Berkovsky, Jill Freyne, Harri Oinas-Kukkonen |
| The Complexity of Manipulative Attacks in Nearly Single-Peaked Electorates (Extended Abstract) | |
| Piotr Faliszewski, Edith Hemaspaandra, Lane A. Hemaspaandra |
| kLog: A Language for Logical and Relational Learning with Kernels (Extended Abstract) | |
| Paolo Frasconi, Fabrizio Costa, Luc De Raedt, Kurt De Grave |
Best Papers from Sister Conferences Track
| Trust-Guided Behavior Adaptation Using Case-Based Reasoning | |
| Michael Floyd, Michael Drinkwater, David Aha |
| Max Is More than Min: Solving Maximization Problems with Heuristic Search | |
| Roni Stern, Scott Kiesel, Rami Puzis, Ariel Felner, Wheeler Ruml |
Doctoral Consortium
| Bipartite Graph for Topic Extraction | |
| Thiago de Paulo Faleiros, Alneu de Andrade Lopes |
| Statistical Relational Learning Towards Modelling Social Media Users | |
| Golnoosh Farnadi |
Invited
| Activity-based Scheduling of Science Campaigns for the Rosetta Orbiter | |
| Steve Chien, Gregg Rabideau, Daniel Tran, Martina Troesch, Joshua Doubleday, Federico Nespoli, Miguel Perez Ayucar, Marc Costa Sitja, Claire Vallat, Bernhard Geiger, Nico Altobelli, Manuel Fernandez, Fran Vallejo, Rafael Andres, Michael Kueppers |