Presentations and Authors

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Invited Talks and Research Excellence Paper

Open Information Extraction: The Second Generation PDF
Oren Etzioni, Anthony Fader, Janara Christensen, Stephen Soderland, - Mausam

Agent-Based and Multiagent Systems

On the Complexity of the Core over Coalition Structures PDF
Gianluigi Greco, Enrico Malizia, Luigi Palopoli, Francesco Scarcello
Max-Prob: An Unbiased Rational Decision Making Procedure for Multiple-Adversary Environments PDF
Anat Hashavit, Shaul Markovitch
A Dynamic Logic of Normative Systems PDF
Andreas Herzig, Emiliano Lorini, Frederic Moisan, Nicolas Troquard
Model Checking Knowledge in Pursuit Evasion Games PDF
Xiaowei Huang, Patrick Maupin, Ron van der Meyden
Subsidies, Stability, and Restricted Cooperation in Coalitional Games PDF
Reshef Meir, Jeffrey S. Rosenschein, Enrico Malizia
Using Experience to Generate New Regulations PDF
Javier Morales, Maite López-Sánchez, Marc Esteva
An Interaction-Oriented Model for Multi-Scale Simulation PDF
Sébastien Picault, Philippe Mathieu
Minimum Search To Establish Worst-Case Guarantees in Coalition Structure Generation PDF
Talal Rahwan, Tomasz P Michalak, Nicholas R Jennings
Generalizing Envy-Freeness Toward Group of Agents PDF
Taiki Todo, Runcong Li, Xuemei Hu, Takayuki Mouri, Atsushi Iwasaki, Makoto Yokoo

Constraints, Satisfiability, and Search

Symmetries and Lazy Clause Generation PDF
Geoffrey Chu, Maria Garcia de la Banda, Chris Mears, Peter J. Stuckey
Generalizing ADOPT and BnB-ADOPT PDF
Patricia Gutierrez, Pedro Meseguer, William Yeoh
Read-Once Resolution for Unsatisfiability-Based Max-SAT Algorithms PDF
Federico Heras, Joao Marques-Silva
Minimum Satisfiability and Its Applications PDF
Chu-Min Li, Zhu Zhu, Felip Manya, Laurent Simon
Exploiting Short Supports for Generalised Arc Consistency for Arbitrary Constraints PDF
Peter Nightingale, Ian Philip Gent, Chris Jefferson, Ian Miguel
Heuristic Algorithms for Balanced Multi-Way Number Partitioning PDF
Jilian Zhang, Kyriakos Mouratidis, HweeHwa Pang

Knowledge Representation, Reasoning, and Logic

Walking the Complexity Lines for Generalized Guarded Existential Rules PDF
Jean-François Baget, Marie-Laure Mugnier, Sebastian Rudolph, Michaël Thomazo
First-Order Extension of the FLP Stable Model Semantics via Modified Circumscription PDF
Michael Bartholomew, Joohyung Lee, Yunsong Meng
Expressiveness of the Interval Logics of Allen's Relations on the Class of all Linear Orders: Complete Classification PDF
Dario Della Monica, Valentin Goranko, Angelo Montanari, Guido Sciavicco
Belief Base Rationalization for Propositional Merging PDF
Sébastien Konieczny, Pierre Marquis, Nicolas Schwind
Existential Closures for Knowledge Compilation PDF
Pierre Marquis
Lost in Translation: Language Independence in Propositional Logic — Application to Belief Revision and Belief Merging PDF
Pierre Marquis, Nicolas Schwind
Reasoning about Fuzzy Belief and Common Belief: With Emphasis on Incomparable Beliefs PDF
Yoshihiro Maruyama
Causal Learnability PDF
Loizos Michael
Revisiting Preferences and Argumentation PDF
Sanjay Modgil, Henry Prakken

Machine Learning

Semi-Supervised Learning from a Translation Model Between Data Distributions PDF
Henry Anaya-Sánchez, José Martínez-Sotoca, Adolfo Martínez-Usó
Using Cases as Heuristics in Reinforcement Learning: A Transfer Learning Application PDF
Luiz A. Celiberto Jr., Jackson P. Matsuura, Ramon Lopez de Mantaras, Reinaldo A. C. Bianchi
Concept Labeling: Building Text Classifiers with Minimal Supervision PDF
Vijil Chenthamarakshan, Prem Melville, Vikas Sindhwani, Richard D Lawrence
Unsupervised Learning of Patterns in Data Streams Using Compression and Edit Distance PDF
Sook-Ling Chua, Stephen Marsland, Hans W. Guesgen
Flexible, High Performance Convolutional Neural Networks for Image Classification PDF
Dan Claudiu Ciresan, Ueli Meier, Jonathan Masci, Luca Maria Gambardella, Jürgen Schmidhuber
Gaussianity Measures for Detecting the Direction of Causal Time Series PDF
José Miguel Hernández-Lobato, Pablo Morales-Mombiela, Alberto Suárez
Combining Supervised and Unsupervised Models Via Unconstrained Probabilistic Embedding PDF
Xudong Ma, Ping Luo, Fuzhen Zhuang, Qing He, Zhongzhi Shi, Zhiyong Shen
Agent-Oriented Incremental Team and Activity Recognition PDF
Daniele Masato, Timothy J. Norman, Wamberto W. Vasconcelos, Katia Sycara
Multi-Kernel Gaussian Processes PDF
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 PDF
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 PDF
Kilho Shin, Danny Fernandes, Seiya Miyazaki
Heterogeneous Domain Adaptation using Manifold Alignment PDF
Chang Wang, Sridhar Mahadevan
Jointly Learning Data-Dependent Label and Locality-Preserving Projections PDF
Chang Wang, Sridhar Mahadevan
Fast Nonnegative Matrix Tri-Factorization for Large-Scale Data Co-Clustering PDF
Hua Wang, Feiping Nie, Heng Huang, Fillia Makedon
L2,1-Norm Regularized Discriminative Feature Selection for Unsupervised PDF
Yi Yang, Heng Tao Shen, Zhigang Ma, Zi Huang, Xiaofang Zhou

Multidisciplinary Topics And Applications

Finding "Unexplained" Activities in Video PDF
Massimiliano Albanese, Cristian Molinaro, Fabio Persia, Antonio Picariello, V.S. Subrahmanian
A Neural-Symbolic Cognitive Agent for Online Learning and Reasoning PDF
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 PDF
Jonathan Ezekiel, Alessio Lomuscio, Levente Molnar, Sandor Veres, Miles Pebody
OCS-14: You Can Get Occluded in Fourteen Ways PDF
Prithwijit Guha, Amitabha Mukerjee, K. S. Venkatesh
The Role of Intention Recognition in the Evolution of Cooperative Behavior PDF
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 PDF
Pascal Denis, Philippe Muller
Constraint Optimization Approach to Context Based Word Selection PDF
Jun Matsuno, Toru Ishida
An Approach to Answer Selection in Question-Answering Based on Semantic Relations PDF
Ana Cristina Mendes, Luísa Coheur
Learning for Deep Language Understanding PDF
Smaranda Muresan
Improving Topic Evaluation Using Conceptual Knowledge PDF
Claudiu Cristian Musat, Julien Velcin, Stefan Trausan-Matu, Marian-Andrei Rizoiu

Planning and Scheduling

Monitoring the Execution of Partial-Order Plans via Regression PDF
Christian Muise, Sheila A. McIlraith, J. Christopher Beck
Probabilistic Goal Markov Decision Processes PDF
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 PDF
Changhe Yuan, Brandon Malone, Xiaojian Wu
Bayesian Chain Classifiers for Multidimensional Classification PDF
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 PDF
Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka
Finding the Hidden Gems: Recommending Untagged Music PDF
Ben Horsburgh, Susan Craw, Stewart Massie, Robin Boswell
Mining Longitudinal Network for Predicting Company Value PDF
Yingzi Jin, Ching-Yung Lin, Yutaka Matsuo, Mitsuru Ishizuka
Context Sensitive Topic Models for Author Influence in Document Networks PDF
Saurabh Kataria, Prasenjit Mitra, Cornelia Caragea, C. Lee Giles
Social Abstract Argumentation PDF
João Leite, João Martins
Minimally Complete Recommendations PDF
David McSherry
Predicting Epidemic Tendency through Search Behavior Analysis PDF
Danqing Xu, Yiqun Liu, Min Zhang, Shaoping Ma, Anqi Cui, Liyun Ru
Recommender Systems from "Words of Few Mouths" PDF
Richong Zhang, Thomas Tran, Yongyi Mao

Special Track on Integrated and Embedded AI

Integrated Learning for Goal-Driven Autonomy PDF
Ulit Jaidee, Hector Munoz-Avila, David W. Aha
A System for Providing Differentiated QoS in Retail Banking PDF
Sameep Mehta, Girish Chafle, Gyana Parija, Vikas Kedia
Learning 3D Geological Structure from Drill-Rig Sensors for Automated Mining PDF
Sildomar Takahashi Monteiro, Joop van de Ven, Fabio Ramos, Peter Hatherly
An Agent Architecture for Prognostic Reasoning Assistance PDF
Jean Oh, Felipe Meneguzzi, Katia Sycara, Timothy J Norman

Best Paper Track

Human-Guided Machine Learning for Fast and Accurate Network Alarm Triage PDF
Saleema Amershi, Bongshin Lee, Ashish Kapoor, Ratul Mahajan, Blaine Christian
Automatic Construction of Efficient Multiple Battery Usage Policies PDF
Maria Fox, Derek Long, Daniele Magazzeni
Recommender Systems: Missing Data and Statistical Model Estimation PDF
Benjamin M. Marlin, Richard S. Zemel, Sam T. Roweis, Malcolm Slaney
Mind the Eigen-Gap, or How to Accelerate Semi-Supervised Spectral Learning Algorithms PDF
Dimitrios Mavroeidis
Theoretical Justification of Popular Link Prediction Heuristics PDF
Purnamrita Sarkar, Deepayan Chakrabarti, Andrew W. Moore

Doctoral Consortium

Behaviour Recognition in Smart Homes PDF
Sook-Ling Chua, Stephen Marsland, Hans W. Guesgen
Distributed Constraint Optimization Problems Related with Soft Arc Consistency PDF
Patricia Gutierrez, Pedro Meseguer
An Analysis of Multiobjective Search Algorithms and Heuristics PDF
Enrique Machuca, Lawrence Mandow
On Temporal Regulations and Commitment Protocols PDF
Elisa Marengo, Matteo Baldoni, Cristina Baroglio
Contributions to Personalizable Knowledge Integration PDF
Maria Vanina Martinez
Decision Making Under Uncertainty: Social Choice and Manipulation PDF
Nicholas Scott Mattei
RDFKB: A Semantic Web Knowledge Base PDF
James P. McGlothlin, Latifur Khan, Bhavani Thuraisingham
Research Proposal: Cooperation among Self Interested Agents PDF
Reshef Meir