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
| On the Complexity of the Core over Coalition Structures | |
| Gianluigi Greco, Enrico Malizia, Luigi Palopoli, Francesco Scarcello |
| Max-Prob: An Unbiased Rational Decision Making Procedure for Multiple-Adversary Environments | |
| Anat Hashavit, Shaul Markovitch |
| A Dynamic Logic of Normative Systems | |
| Andreas Herzig, Emiliano Lorini, Frederic Moisan, Nicolas Troquard |
| Model Checking Knowledge in Pursuit Evasion Games | |
| Xiaowei Huang, Patrick Maupin, Ron van der Meyden |
| Subsidies, Stability, and Restricted Cooperation in Coalitional Games | |
| Reshef Meir, Jeffrey S. Rosenschein, Enrico Malizia |
| Using Experience to Generate New Regulations | |
| Javier Morales, Maite López-Sánchez, Marc Esteva |
| An Interaction-Oriented Model for Multi-Scale Simulation | |
| Sébastien Picault, Philippe Mathieu |
| Minimum Search To Establish Worst-Case Guarantees in Coalition Structure Generation | |
| Talal Rahwan, Tomasz P Michalak, Nicholas R Jennings |
| Generalizing Envy-Freeness Toward Group of Agents | |
| Taiki Todo, Runcong Li, Xuemei Hu, Takayuki Mouri, Atsushi Iwasaki, Makoto Yokoo |
Constraints, Satisfiability, and Search
| Symmetries and Lazy Clause Generation | |
| Geoffrey Chu, Maria Garcia de la Banda, Chris Mears, Peter J. Stuckey |
| Generalizing ADOPT and BnB-ADOPT | |
| Patricia Gutierrez, Pedro Meseguer, William Yeoh |
| Read-Once Resolution for Unsatisfiability-Based Max-SAT Algorithms | |
| Federico Heras, Joao Marques-Silva |
| Minimum Satisfiability and Its Applications | |
| Chu-Min Li, Zhu Zhu, Felip Manya, Laurent Simon |
| Exploiting Short Supports for Generalised Arc Consistency for Arbitrary Constraints | |
| Peter Nightingale, Ian Philip Gent, Chris Jefferson, Ian Miguel |
| Heuristic Algorithms for Balanced Multi-Way Number Partitioning | |
| Jilian Zhang, Kyriakos Mouratidis, HweeHwa Pang |
Knowledge Representation, Reasoning, and Logic
| Walking the Complexity Lines for Generalized Guarded Existential Rules | |
| Jean-François Baget, Marie-Laure Mugnier, Sebastian Rudolph, Michaël Thomazo |
| First-Order Extension of the FLP Stable Model Semantics via Modified Circumscription | |
| Michael Bartholomew, Joohyung Lee, Yunsong Meng |
| Expressiveness of the Interval Logics of Allen's Relations on the Class of all Linear Orders: Complete Classification | |
| Dario Della Monica, Valentin Goranko, Angelo Montanari, Guido Sciavicco |
| Belief Base Rationalization for Propositional Merging | |
| Sébastien Konieczny, Pierre Marquis, Nicolas Schwind |
| Existential Closures for Knowledge Compilation | |
| Pierre Marquis |
| Lost in Translation: Language Independence in Propositional Logic — Application to Belief Revision and Belief Merging | |
| Pierre Marquis, Nicolas Schwind |
| Reasoning about Fuzzy Belief and Common Belief: With Emphasis on Incomparable Beliefs | |
| Yoshihiro Maruyama |
| Causal Learnability | |
| Loizos Michael |
| Revisiting Preferences and Argumentation | |
| Sanjay Modgil, Henry Prakken |
Machine Learning
| Semi-Supervised Learning from a Translation Model Between Data Distributions | |
| Henry Anaya-Sánchez, José Martínez-Sotoca, Adolfo Martínez-Usó |
| 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 |
| 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 |
| Gaussianity Measures for Detecting the Direction of Causal Time Series | |
| José Miguel Hernández-Lobato, Pablo Morales-Mombiela, Alberto Suárez |
| Combining Supervised and Unsupervised Models Via Unconstrained Probabilistic Embedding | |
| Xudong Ma, Ping Luo, Fuzhen Zhuang, Qing He, Zhongzhi Shi, Zhiyong Shen |
| Agent-Oriented Incremental Team and Activity Recognition | |
| Daniele Masato, Timothy J. Norman, Wamberto W. Vasconcelos, Katia Sycara |
| Multi-Kernel Gaussian Processes | |
| Arman Melkumyan, Fabio Ramos |
| 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 |
| Consistency Measures for Feature Selection: A Formal Definition, Relative Sensitivity Comparison and a Fast Algorithm | |
| Kilho Shin, Danny Fernandes, Seiya Miyazaki |
| Heterogeneous Domain Adaptation using Manifold Alignment | |
| Chang Wang, Sridhar Mahadevan |
| Jointly Learning Data-Dependent Label and Locality-Preserving Projections | |
| Chang Wang, Sridhar Mahadevan |
| Fast Nonnegative Matrix Tri-Factorization for Large-Scale Data Co-Clustering | |
| Hua Wang, Feiping Nie, Heng Huang, Fillia Makedon |
| L2,1-Norm Regularized Discriminative Feature Selection for Unsupervised | |
| Yi Yang, Heng Tao Shen, Zhigang Ma, Zi Huang, Xiaofang Zhou |
Multidisciplinary Topics And Applications
| Finding "Unexplained" Activities in Video | |
| Massimiliano Albanese, Cristian Molinaro, Fabio Persia, Antonio Picariello, V.S. Subrahmanian |
| A Neural-Symbolic Cognitive Agent for Online Learning and Reasoning | |
| H. Leo H. de Penning, Artur S. d'Avila Garcez, Luis C. Lamb, John-Jules C. Meyer |
| Verifying Fault Tolerance and Self-Diagnosability of an Autonomous Underwater Vehicle | |
| Jonathan Ezekiel, Alessio Lomuscio, Levente Molnar, Sandor Veres, Miles Pebody |
| OCS-14: You Can Get Occluded in Fourteen Ways | |
| Prithwijit Guha, Amitabha Mukerjee, K. S. Venkatesh |
| The Role of Intention Recognition in the Evolution of Cooperative Behavior | |
| The Anh Han, Luis Moniz Pereira, Francisco C. Santos |
Natural-Language Processing
| Predicting Globally-Coherent Temporal Structures from Texts Via Endpoint Inference and Graph Decomposition | |
| Pascal Denis, Philippe Muller |
| Constraint Optimization Approach to Context Based Word Selection | |
| Jun Matsuno, Toru Ishida |
| An Approach to Answer Selection in Question-Answering Based on Semantic Relations | |
| Ana Cristina Mendes, Luísa Coheur |
| Learning for Deep Language Understanding | |
| Smaranda Muresan |
| Improving Topic Evaluation Using Conceptual Knowledge | |
| Claudiu Cristian Musat, Julien Velcin, Stefan Trausan-Matu, Marian-Andrei Rizoiu |
Planning and Scheduling
| Monitoring the Execution of Partial-Order Plans via Regression | |
| Christian Muise, Sheila A. McIlraith, J. Christopher Beck |
| Probabilistic Goal Markov Decision Processes | |
| Huan Xu, Shie Mannor |
Uncertainty in AI
| Lifted Probabilistic Inference by First-Order Knowledge Compilation | |
| Guy Van den Broeck, Nima Taghipour, Wannes Meert, Jesse Davis, Luc De Raedt |
| Learning Optimal Bayesian Networks Using A* Search | |
| Changhe Yuan, Brandon Malone, Xiaojian Wu |
| Bayesian Chain Classifiers for Multidimensional Classification | |
| Julio Cesar Zaragoza, Enrique Sucar, Eduardo Morales, Concha Bielza, Pedro Larrañaga |
Web and Knowledge-Based Information Systems
| Relation Adaptation: Learning to Extract Novel Relations with Minimum Supervision | |
| Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka |
| Finding the Hidden Gems: Recommending Untagged Music | |
| Ben Horsburgh, Susan Craw, Stewart Massie, Robin Boswell |
| Mining Longitudinal Network for Predicting Company Value | |
| Yingzi Jin, Ching-Yung Lin, Yutaka Matsuo, Mitsuru Ishizuka |
| Context Sensitive Topic Models for Author Influence in Document Networks | |
| Saurabh Kataria, Prasenjit Mitra, Cornelia Caragea, C. Lee Giles |
| Social Abstract Argumentation | |
| João Leite, João Martins |
| Minimally Complete Recommendations | |
| David McSherry |
| Predicting Epidemic Tendency through Search Behavior Analysis | |
| Danqing Xu, Yiqun Liu, Min Zhang, Shaoping Ma, Anqi Cui, Liyun Ru |
| Recommender Systems from "Words of Few Mouths" | |
| Richong Zhang, Thomas Tran, Yongyi Mao |
Special Track on Integrated and Embedded AI
| Integrated Learning for Goal-Driven Autonomy | |
| Ulit Jaidee, Hector Munoz-Avila, David W. Aha |
| A System for Providing Differentiated QoS in Retail Banking | |
| Sameep Mehta, Girish Chafle, Gyana Parija, Vikas Kedia |
| Learning 3D Geological Structure from Drill-Rig Sensors for Automated Mining | |
| Sildomar Takahashi Monteiro, Joop van de Ven, Fabio Ramos, Peter Hatherly |
| An Agent Architecture for Prognostic Reasoning Assistance | |
| Jean Oh, Felipe Meneguzzi, Katia Sycara, Timothy J Norman |
Best Paper Track
| Human-Guided Machine Learning for Fast and Accurate Network Alarm Triage | |
| Saleema Amershi, Bongshin Lee, Ashish Kapoor, Ratul Mahajan, Blaine Christian |
| Automatic Construction of Efficient Multiple Battery Usage Policies | |
| Maria Fox, Derek Long, Daniele Magazzeni |
| Recommender Systems: Missing Data and Statistical Model Estimation | |
| Benjamin M. Marlin, Richard S. Zemel, Sam T. Roweis, Malcolm Slaney |
| Mind the Eigen-Gap, or How to Accelerate Semi-Supervised Spectral Learning Algorithms | |
| Dimitrios Mavroeidis |
| Theoretical Justification of Popular Link Prediction Heuristics | |
| Purnamrita Sarkar, Deepayan Chakrabarti, Andrew W. Moore |
Doctoral Consortium
| Behaviour Recognition in Smart Homes | |
| Sook-Ling Chua, Stephen Marsland, Hans W. Guesgen |
| Distributed Constraint Optimization Problems Related with Soft Arc Consistency | |
| Patricia Gutierrez, Pedro Meseguer |
| An Analysis of Multiobjective Search Algorithms and Heuristics | |
| Enrique Machuca, Lawrence Mandow |
| On Temporal Regulations and Commitment Protocols | |
| Elisa Marengo, Matteo Baldoni, Cristina Baroglio |
| Contributions to Personalizable Knowledge Integration | |
| Maria Vanina Martinez |
| Decision Making Under Uncertainty: Social Choice and Manipulation | |
| Nicholas Scott Mattei |
| RDFKB: A Semantic Web Knowledge Base | |
| James P. McGlothlin, Latifur Khan, Bhavani Thuraisingham |
| Research Proposal: Cooperation among Self Interested Agents | |
| Reshef Meir |