Accepted papers
Main track
Verifiable Equilibria in Boolean Games
Thomas Ågotnes, Paul Harrenstein, Wiebe van der Hoek, Michael Wooldridge

A Framework to Choose Trust Models for Different E-Marketplace Environments
Athirai A. Irissappane, Siwei Jiang, Jie Zhang

Learning Community-based Preferences via Dirichlet Process Mixtures of Gaussian Processes
Ehsan Abbasnejad, Scott Sanner, Edwin V. Bonilla, Pascal Poupart

Robust Constraint Satisfaction and Local Hidden Variables in Quantum Mechanics
Samson Abramsky, Georg Gottlob, Phokion Kolaitis

Multiple Link Sign Prediction in Online Signed Social Networks
Priyanka Agrawal, Vikas K. Garg, Ramasuri Narayanam

Automatically Generating Problems and Solutions for Natural Deduction
Umair Ahmed, Sumit Gulwani, Amey Karkare

Revisiting Regression in Planning
Vidal Alcázar Saiz, Daniel Borrajo, Susana Fernández, Raquel Fuentetaja Pizán

Reasoning about normative update
Natasha Alechina, Mehdi Dastani, Brian Logan

Automated Grading of DFA constructions
Rajeev Alur, Loris D'Antoni, Sumit Gulwani, Dileep Kini, Mahesh Viswanathan

Efficient Algorithm for the Minimal Labeling Problem of Temporal and Spatial Qualitative Constraints
Nouhad Amaneddine, Jean-François Condotta, Michael Sioutis

An ensemble of Bayesian networks for multilabel classification
Alessandro Antonucci, Giorgio Corani, Denis Maua, Sandra Gabaglio

Exchanging OWL 2 QL Knowledge Bases
Marcelo Arenas, Elena Botoeva, Diego Calvanese, Vladislav Ryzhikov

Temporal Description Logic for Ontology-Based Data Access
Alessandro Artale, Roman Kontchakov, Frank Wolter, Michael Zakharyaschev

Undecidability of epistemic multi-agent planning
Guillaume Aucher, Thomas Bolander

Maximal Recursive Rule: A New Social Decision Scheme
Haris Aziz

Bridging the Gap Between Refinement and Heuristics in Abstraction
Christer Bäckström, Peter Jonsson

Identifying Useful Human Feedback from an On-line Translation Service
Alberto Barrón-Cedeño, lluis marquez, Carlos A. Henríquez Q., Formiga Lluís

Functional Stable Model Semantics and Answer Set Programming Modulo Theories
Michael Bartholomew, Joohyung Lee

Self-Organized Neural Learning of Statistical Inference from High-Dimensional Data
Johannes Bauer, Stefan Wermter

Maintaining alternative values in constraint-based configuration
Caroline Becker, Hélène Fargier

Decidability of Model Checking Non-Uniform Artifact-Centric Quantified Interpreted Systems
Francesco Belardinelli, Alessio Lomuscio

Reasoning about Continuous Uncertainty in the Situation Calculus
Vaishak Belle, Hector Levesque

Basic Level in Formal Concept Analysis: Interesting Concepts and Psychological Ramifications
Radim Belohlavek, Martin Trnecka

Syntactic Computation of Hybrid Possibilistic Conditioning under Uncertain Inputs
Salem Benferhat, Celia da Costa Pereira, Andrea Tettamanzi

Automating Quantified Conditional Logics in HOL
Christoph Benzmüller

Constraint Acquisition via Partial Queries
Christian Bessiere, Remi Coletta, Emmanuel Hebrard, George Katsirelos, Nadjib Lazaar, Nina Narodytska, Claude-Guy Quimper, Toby Walsh

Detecting and Exploiting Subproblem Tractability
Christian Bessiere, Clement Carbonnel, Emmanuel Hebrard, George Katsirelos, Toby Walsh

C-Link: a hierarchical clustering approach to coalition formation
Manuele Bicego, Alessandro Farinelli, Sarvapali Ramchurn, Mauro Zucchelli

First Order-Rewritability of Atomic Queries in Horn Description Logics
Meghyn Bienvenu, Carsten Lutz, Frank Wolter

Conjunctive Regular Path Queries in Lightweight Description Logics
Meghyn Bienvenu, Magdalena Ortiz, Mantas Simkus

Tractable Queries for Lightweight Description Logics
Meghyn Bienvenu, Magdalena Ortiz, Mantas Simkus, Guohui Xiao

Tractable Approximations of Consistent Query Answering for Robust Ontology-based Data Access
Meghyn Bienvenu, Riccardo Rosati

Audit Games
Jeremiah Blocki, Nicolas Christin, Anupam Datta, Ariel Procaccia, Arunesh Sinha

The Markov Assumption: Formalization and Impact
Alexander Bochman

Mining for Analogous Tuples from an Entity-Relation Graph
Danushka Bollegala, Mitsuru Kushimoto, Yuichi Yoshida, Ken-ichi Kawarabayashi

An Admissible Heuristic for SAS Planning Obtained from the State Equation
Blai Bonet

Causal Belief Decomposition for Planning with Sensing: Completeness and Practical Approximation
Blai Bonet, Hector Geffner

On the Complexity of Trick Taking Card Games
Édouard Bonnet, Florian Jamain, Abdallah Saffidine

Positive Subsumption in Fuzzy EL with General t-norms
Stefan Borgwardt, Rafael Peñaloza

Using Double-oracle Method and Serialized Alpha-Beta Search for Pruning in Simultaneous Moves Games
Branislav Bosansky, Jiri Cermak, Viliam Lisý, Roman Vitek, Michal Pechoucek

The Impact of Disjunction on Query Answering Under Guarded-based Existential Rules
Pierre Bourhis, Michael Morak, Andreas Pieris

Externalities in Cake Cutting
Simina Branzei, Ariel Procaccia, Jie Zhang

Are there any nicely structured preference profiles nearby?
Robert Bredereck, Jiehua Chen, Gerhard J. Woeginger

Abstract Dialectical Frameworks Revisited
Gerhard Brewka, Stefan Ellmauthaler, Hannes Strass, Johannes Wallner, Stefan Woltran

Rank-k Feature Selection
Xiao Cai, Feiping Nie, Heng Huang

Comprehensive Score: Towards Efficient Local Search for SAT with Long Clauses
Shaowei Cai, Kaile Su

Multi-View K-Means Clusteriing for Heterogeneous Data Integration
Xiao Cai, Feiping Nie, Heng Huang

Regularized Latent Least Square Regression for Cross Pose Face Recognition
xinyuan cai, chunheng wang, Baihua Xiao

A Tree-based Tabu Search for the Manpower Allocation Problem with Time Windows and Job-Teaming Const
Yilin Cai, Zizhen Zhang, Songshan Guo, Hu Qin, Andrew Lim

Verification of Inconsistency-Tolerant Knowledge and Action Bases
Diego Calvanese, Evgeny Kharlamov, Marco Montali, Ario Santoso, Dmitriy Zheleznyakov

Robust Tensor Clustering with Non-Greedy Maximization
Xiaochun Cao, Xingxing Wei, Yahong Han

A Consensual Linear Opinion Pool
Arthur Carvalho, Kate Larson

Leveraging Multi-Domain Prior Knowledge in Topic Models
Zhiyuan Chen, Arjun Mukherjee, Bing Liu, Meichun Hsu, Malu Castellanos, Riddhiman Ghosh

Central Clustering of Categorical Data with Automated Feature Weighting
Lifei Chen, Shengrui Wang

Using Conditional Restricted Boltzmann Machine for Highly Competitive Negotiation taks
Siqi Chen, Haitham Bou Ammar, Karl Tuyls, Gerhard Weiss

An Exact Algorithm for Computing the Same-Decision Probability
Suming Chen, Arthur Choi, Adnan Darwiche

Domain Adaptation with Topical Correspondence Learning
Zheng Chen, Weixiong Zhang

Handling Open Knowledge for Service Robots
Xiao-Ping Chen, Jian-Min Jin, Zhi-Qiang Sui, Jiong-Kun Xie

Dimensionality reduction with generalized linear model
Mo Chen, Wei LI

Generalized Relational Topic Models with Fast Sampling Algorithms
Ning Chen, Jun Zhu, Fei Xia, Bo Zhang

Where You Like to Go Next: Successive Point-of-Interest Recommendation
Chen Cheng, Haiqin Yang, Michael R. Lyu, Irwin King

Bayesian Nonparametric Feature Construction for Inverse Reinforcement Learning
Jaedeug Choi, Kee-Eung Kim

On the complexity of global scheduling constraints under structural restrictions
Geoffrey Chu, Serge Gaspers, Nina Narodytska, Andreas Schutt, Toby Walsh

Breaking Symmetries in Graph Representation
Michael Codish, Alice Miller, Patrick Prosser, Peter Stuckey

Variable Elimination in Binary CSP via Forbidden Patterns
David A. Cohen, Martin Cooper, Guillaume Escamocher, Standa Zivny

Automated reasoning to infer all minimal keys
Pablo Cordero, Manuel Enciso, Angel Mora

Kemeny Elections with Bounded Single-peaked or Single-crossing Width
Denis Cornaz, Lucie Galand, Olivier Spanjaard

Do Hard SAT-Related Reasoning Tasks Become Easier in the Krom Fragment?
Nadia Creignou, Reinhard Pichler, Stefan Woltran

Computing Datalog Rewritings Beyond Horn Ontologies
Bernardo Cuenca Grau, Giorgos Stoilos, Boris Motik, Ian Horrocks

A Lossy Counting Based Approach for Learning on Streams of Graphs on a Budget
Giovanni Da San Martino, Nicolò Navarin, Alessandro Sperduti

Bounded Epistemic Situation Calculus Theories
Giuseppe De Giacomo, Yves Lespérance, Fabio Patrizi

Linear Temporal Logic and Linear Dynamic Logic on Finite Traces
Giuseppe De Giacomo, Moshe Vardi

Intention-Aware Routing to Minimise Delays at Electric Vehicle Charging Stations
Mathijs de Weerdt, Enrico Gerding, Sebastian Stein, Valentin Robu, Nick Jennings

A Formal Account of Nondeterministic and Failed Actions
James Delgrande, Hector Levesque

Sequence of Mechanisms for Causal Reasoning in Artificial Intelligence
Dash Denver, Mark Voortman, Martijn de Jongh

Optimally Solving Dec-POMDPs as Continuous-State MDPs
Jilles Dibangoye, Christopher Amato, Olivier Buffet, Francois Charpillet

Learning Topical Translation Model for Microblog Hashtag Suggestion
Zhuoye Ding, Xipeng Qiu, Qi Zhang, Xuanjing Huang

Celebrity Recommendation with Collaborative Social Topic Regression
Xuetao Ding, Xiaoming Jin, Yujia Li, Lianghao Li

Topic Extraction from Online Reviews for Classification and Recommendation
Ruihai Dong, Markus Schaal, Michael O\'Mahony, Barry Smyth

Elicitation and Approximately Stable Matching with Partial Preferences
Joanna Drummond, Craig Boutilier

Towards Robust Co-Clustering
Liang Du, Yidong Shen

Weight-Enhanced Diversification in Stochastic Local Search for Satisfiability
Thach-Thao Duong, Duc Nghia Pham, M.A.Hakim Newton, Abdul Sattar

An approach to abductive reasoning in equational logic
Mnacho Echenim, Nicolas Peltier, Sophie Tourret

Data Repair of Inconsistent DL-programs
Thomas Eiter, Michael Fink, Daria Stepanova

Bootstrap learning via modular concept discovery
Dechter Eyal, Jon Malmaud, Ryan P. Adams, Joshua B. Tenenbaum

Learning Finite Beta-Liouville Mixture Models via Variational Bayes for Proportional Data Clustering
Wentao Fan, Nizar Bouguila

Misleading Opinions Provided by Advisors: Dishonesty or Subjectivity
Hui Fang, Yang Bao, Jie Zhang

Semiring Labelled Decision Diagrams, Revisited: Canonicity and Spatial Efficiency Issues
Hélène Fargier, Pierre Marquis, Nicolas Schmidt

Towards a Knowledge Compilation Map for Heterogeneous Representation Languages
Hélène Fargier, Pierre Marquis, Alexandre Niveau

FQHT: the logic of stable models for logic programs with intensional functions
Luis Fariñas del Cerro, David Pearce, Agustin Valverde

On the Complexity of Probabilistic Abstract Argumentation
Bettina Fazzinga, Sergio Flesca, Francesco Parisi

Personalized Diagnosis for Over-Constrained Problems
Alexander Felfernig, Monika Schubert, Stefan Reiterer

Control in the Presence of Manipulators: Cooperative and Competitive Cases
Zack Fitzsimmons, Edith Hemaspaandra, Lane Hemaspaandra

Learning Optimal Cepstral Features for Audio Classification
Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang

Dominance Rules for the Choquet Integral in Multiobjective Dynamic Programming
Lucie Galand, Julien Lesca, Patrice Perny

Online Community Detection for Very Large Complex Networks
Pan Gang, Wangsheng Zhang, Shijian Li

Action Translation in Extensive-Form Games with Large Action Spaces: Axioms, Paradoxes, and the Pseudo-Harmonic Mapping
Sam Ganzfried, Tuomas Sandholm

Uniform Convergence, Stability and Learnability for Ranking Problems
Wei Gao, Zhi-Hua Zhou

Representation and Reasoning about General Solid Rectangles
XiaoYu Ge, Jochen Renz

Advanced Conflict-Driven Disjunctive Answer Set Solving
Martin Gebser, Benjamin Kaufmann, Torsten Schaub

Bargaining for Revenue Shares on Tree Trading Networks
Arpita Ghosh, Satyen Kale, Kevin Lang, Benjamin Moseley

A Brain-Computer Interface to a Plan-based Narrative
Stephen Gilroy, Julie Porteous, Fred Charles, Marc Cavazza, Gal Raz, Ilana Klovatch, Limor Ikar, Eyal Soreq, Udi Ben-Arie, Talma Hendler

Active Learning for Level Set Estimation
Alkis Gotovos, Nathalie Casati, Gregory Hitz, Andreas Krause

A matroid approach to the worst case allocation of indivisible goods
Laurent Gourvès, Jérôme MONNOT, Lydia Tlilane

Histogram of Oriented Displacements (HOD): Describing Trajectories of Human Joints for Action Recognition
Mohammad Gowayyed, Marwan Torki, Mohamed Hussein, Motaz El-Saban

A Strongly-Local Contextual Logic
Michael Gratton

Bounded Programs: A New Decidable Class of Logic Programs with Function Symbols
Sergio Greco, Cristian Molinaro, Irina Trubitsyna

Constraint Satisfaction and Fair Multi-Objective Optimization Problems
Gianluigi Greco, Francesco Scarcello

Audience-Based Uncertainty in Abstract Argument Games
Davide Grossi, Wiebe van der Hoek

Optimal Airline Ticket Purchasing Using Automated User-Guided Feature Selection
William Groves, Maria Gini

Isomorph-free branch and bound search for finite state controllers
Marek Grzes, Pascal Poupart, Jesse Hoey

Improving Question Retrieval in Community Question Answering Using World Knowledge
Zhou Guangyou , Kang Liu, Jun Zhao

Sufficiency-Based Selection Strategy for MCTS
Stefan Gudmundsson, Yngvi Björnsson

MiningZinc: A Language for Constraint-based Mining
Tias Guns, Anton Dries, Guido Tack, Siegfried Nijssen, Luc De Raedt

Probabilistic Multi-label Classification with Sparse Feature Learning
Yuhong Guo

Revenue Maximization via Hiding Item Attributes
Mingyu Guo, Argyrios Deligkas

A Novel Bayesian Similarity Measure for Recommender Systems
Guibing Guo, Jie Zhang, Neil Yorke-Smith

Iterated Boolean Games
Julian Gutierrez, Paul Harrenstein, Michael Wooldridge

Opponent Modelling in Persuasion Dialogues
Christos Hadjinikolis, Sanjay Modgil, Elizabeth Black, Peter McBurney, Yiannis Siantos

Sequential Equilibrium in Computational Games
Joseph Halpern, Rafael Pass

Why so hard to say sorry: evolution of apology with commitment in the iterated Prisoner's Dilemma
The Anh Han, Luis Pereira , Francisco C. Santos , Tom Lenaerts

Crowdsourcing-supported Query Structure Interpretation
Jun Han

Co-Regularized Ensemble for Feature Selection
Yahong Han, Yi Yang, Xiaofang Zhou

The Dynamics of Reinforcement Social Learning in Cooperative Multiagent Systems
Jianye Hao, Ho-fung Leung

Optimal Delete-Relaxed (and Semi-Relaxed) Planning with Conditional Effects
Patrik Haslum

DeQED: an Efficient Divide-and-Coordinate Algorithm for DCOP
Daisuke Hatano, Katsutoshi Hirayama

Macau: A Basis for Evaluating Reputation Systems
Chris Hazard, Munindar Singh

How to Persuade a Group to Change its Collective Decision?
Noam Hazon, Raz Lin, Sarit Kraus

Learning Optimal Auction Mechanism in Sponsored Search
Di He, Wei Chen, Liwei Wang, Tie-Yan Liu

Improving Traffic Prediction with Tweet Semantics
Jingrui He

A General Framework for Interacting Bayes-Optimally with Self-Interested Agents using Any Models and
Trong Nghia Hoang, Bryan Kian Hsiang Low

Towards Practical Planning to Predict and Exploit Intentions for Interacting with Self-Interested Ag
Trong Nghia Hoang, Bryan Kian Hsiang Low

What Users Care about: a Framework for Social Content Alignment
Lei Hou, Juanzi Li, Xiaoli Li, Jiangfeng Qu, Xiaofei Guo, Ou Hui, Jie Tang

Cross-Domain Collaborative Filtering via Bilinear Multilevel Analysis
Liang Hu, Jian Cao, Guandong Xu, Jie Wang, Zhiping Gu

Listen to the Crowd: Automated analysis of Live Events via Aggregated Twitter Sentiment
Yuheng Hu

Active Learning based on Local Representation
Yao Hu, Debing Zhang

PPSGen: Learning to Generate Presentation Slides for Academic Papers
Yue Hu, Xiaojun Wan

Social Spammer Detection in Microblogging
Xia Hu, Jiliang Tang, Huan Liu, Zhang Yanchao

Efficient Kernel Learning from Side Information Using ADMM
En-Liang Hu, James Kwok

Online Hashing
Longkai Huang, Qiang Yang, Wei-Shi Zheng

Robust Rank-K Matrix Completion
Jin Huang, Feiping Nie, Heng Huang

Robust Median Reversion Strategy for On-Line Portfolio Selection
Dingjiang Huang, Junlong Zhou, Bin Li, Steven Hoi, Shuigeng Zhou

Maximizing Flexibility in Simple Temporal Networks
Bob Huisman, Tomas Klos, Michel Wilson, Cees Witteveen

Human Action Recognition Using a Temporal Hierarchy of Covariance Descriptors on 3D Joint Locations
Mohamed Hussein, Marwan Torki, Mohammad Gowayyed, Motaz El-Saban

Extending Simple Tabular Reduction with Short Supports
Christopher Jefferson, Peter Nightingale

Rolling Dispersion for Robot Teams
Elizabeth Jensen, Maria Gini

Discovering Different Types of Topics: Multi-dimensional Membership Topics Models
Yun Jiang, Ashutosh Saxena

Defender (Mis)coordination in Security Games
Albert Xin Jiang, Ariel Procaccia, Yundi Qian, Nisarg Shah, Milind Tambe

End-to-End Coreference Resolution for Clinical Narratives
Prateek Jindal, Dan Roth

Retweet Behavior Understanding through Influence Locality Analysis
zhang jing, biao liu, Ting Chen, Jie Tang

Implicit learning of common sense for reasoning
Brendan Juba

A Bayesian Factorised Covariance Model for Image Analysis
Li Jun

Controlling the Hypothesis Space in Probabilistic Plan Recognition
Froduald Kabanza, Julien Filion, Abder Rezak Benaskeur, Hengameh Irandoust

A Social Welfare Optimal Sequential Allocation Procedure
Thomas Kalinowski, Nina Narodytska, Toby Walsh

A Monte-Carlo Approach for the Adaptive Control of Crowdsourcing
Ece Kamar, Ashish Kapoor, Eric Horvitz

Prior-Free Exploration Bonus for and beyond near Bayes-Optimal Behavior
Kenji Kawaguchi, Hiroshi Sato

Pareto-Based Multi-Objective AI Planning
Mostepha Redouane Khouadjia, Marc Schoenauer, Vincent Vidal, Johann Dreo, Pierre Savéant

Context-Dependent Conceptualization
Dongwoo Kim, Haixun Wang, Alice Oh

A Clause-level Hybrid Approach to Chinese Empty Element Recovery
Fang Kong, Guodong Zhou

Knowledge Compilation for Model Counting: Affine Decision Trees
Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis, Samuel Thomas

A Cutoff Technique for the Verification of Parameterised IS with Parameterised Environments
Panagiotis Kouvaros, Alessio Lomuscio

Parameterized Complexity of Optimal Planning: A Detailed Map
Martin Kronegger, Andreas Pfandler, Reinhard Pichler

Syntactic Labelled Tableaux for Lukasiewicz Fuzzy ALC
Agnieszka Kulacka, Dirk Pattinson, Lutz Schröder

Active Learning for Teaching a Robot Grounded Relational Symbols
Johannes Kulick, Marc Toussaint, Tobias Lang, Manuel Lopes

Tractable Constrained Optimization Problems on Ordered Domains
T. K. Satish Kumar, Liron Cohen, Sven Koening

Probabilistic Reasoning with Undefined Properties in Ontologically-Grounded Belief Networks
Chia-Li Kuo, David Buchman, Arzoo Katiyar, David Poole

Preserving partial solutions while relaxing constraint networks
Jean-Marie Lagniez, Eric Grégoire, Bertrand Mazure

Decidable Reasoning in a Logic of Limited Belief with Introspection and Unknown Individuals
Gerhard Lakemeyer, Hector Levesque

Monte Carlo *-Minimax Search
Marc Lanctot, Abdallah Saffidine, Joel Veness, Chris Archibald, Mark Winands

Accelerated Robust Point Cloud Registration in Natural Environments through Positive and Unlabeled Learning
Maxime Latulippe, Alexandre Drouin, Philippe Giguère, François Laviolette

Double-Wheel Graphs Are Graceful
Ronan Le Bras, Carla Gomes, Bart Selman

Predicting Knowledge in An Ontology Stream
Freddy Lecue, Jeff Z. Pan

StarVars -- Effective Reasoning about Relative Direction Information
Jae Hee Lee, Jochen Renz, Diedrich Wolter

Answer Set Programming Modulo Theories and Reasoning about Continuous Changes
Joohyung Lee, Yunsong Meng

Action Language BC: Preliminary Report
Joohyung Lee, Vladimir Lifschitz, Fangkai Yang

Predicting the Size of Depth-First Branch and Bound Search Tree
Levi Lelis, Lars Otten, Rina Dechter

Adaptive thresholding in structure learning of a Bayesian network
Boaz Lerner, Michal Caspi, Rafi Bojmel

Agent Failures in All-Pay Auctions
Yoad Lewenberg, Omer Lev, Yoram Bachrach, Jeffrey Rosenschein

Active Learning for Cross-domain Sentiment Classification
Shoushan Li, Yunxia Xue, Zhongqing Wang, Guodong Zhou

Active Learning with Multi-label SVM Classification
Xin Li, Yuhong Guo

Low-Rank Coding with b-Matching Constraint for Semi-supervised Classification
Sheng Li, Yun Fu

Joint Modeling of Argument Identification and Role Determination in Chinese Event Extraction
Peifeng Li, Guodong Zhou

Efficient Learning in Linearly Solvable MDP Models
Ang Li, Paul Schrater

TutorialPlan: Automated Tutorial Generation from CAD Drawings
Wei Li, Yuanlin Zhang, George Fitzmaurice

Reasoning about State Constraints in the Situation Calculus
Naiqi Li, Yi Fan, Yongmei Liu

Analogico-Deductive Generation of Gödel's First Incompleteness Theorem from the Liar Paradox
John Licato, Naveen Sundar Govindarajulu, Selmer Bringsjord, Michael Pomeranz, Logan Gittelson

Target-Value Search Revisited
Carlos Linares López, Roni Stern, Ariel Felner

Synthesizing Union Tables from the Web
Xiao Ling, Alon Halevy, Fei Wu, Cong Yu

A Unified Framework for Reputation Estimation in Online Rating Systems
Guang Ling, Irwin King, Michael R. Lyu

Opinion Target Extraction Using Partial-Supervised Word Alignment Model
Kang Liu, Liheng Xu, Jun Zhao

Large Scale Spectral Clustering on Graphs
Jialu Liu

Learning Discriminative Representations from RGB-D Video Data
Li Liu, Ling Shao

Online Expectation Maximization for Reinforcement Learning in POMDPs
Miao Liu, Xuejun Liao, Lawrence Carin

An Epistemic Halpern-Shoham Logic
Alessio Lomuscio, Jakub Michaliszyn

The Multi-feature Information Bottleneck with Application to Unsupervised Image Categorization
Zhengzheng Lou, Yangdong Ye, Xiaoqiang Yan

Learning Canonical Correlations of Paired Tensor Sets via Tensor-to-Vector Projection
Haiping Lu

Multi-winner Social Choice with Incomplete Preferences
Tyler Lu, Craig Boutilier

Joint and Coupled Bilingual Topic Model Based Sentence Representations for Language Model Adaptation
Shixiang Lu, Xiaoyin Fu, Wei Wei, Bo Xu

Learning Descriptive Visual Representation by Semantic Regularized Matrix Factorization
Zhiwu Lu, Yuxin Peng

Preference-based Query Answering in Datalog+/- Ontologies
Thomas Lukasiewicz, Maria Vanina Martinez, Gerardo Simari

Ontology-Based Data Access with Closed Predicates is Inherently Intractable (Sometimes)
Carsten Lutz, Inanc Seylan, Frank Wolter

An Ambiguity Aversion Framework of Security Game under Ambiguities
Wenjun Ma, Xudong Luo, Weiru Liu

Thinking of Images as What They Are: Compound Matrix Regression for Image Classification
Zhigang Ma, Yi Yang, Feiping Nie, Sebe Nicu

Computing Stable Models for Nonmonotonic Existential Rules
Despoina Magka, Markus Krötzsch, Ian Horrocks

Selecting Algorithms by Hierarchical Clustering
Yuri Malitsky, Ashish Sabharwal, Horst Samulowitz, Meinolf Sellmann

On Computing Minimal Correction Subsets
Joao Marques-Silva, Federico Heras, Mikolas Janota, Alessandro Previti, Anton Belov

Control Complexity of Schulze Voting
Curtis Menton, Preetjot Singh

An Empirical Investigation of Ceteris Paribus Learnability
Loizos Michael, Elena Papageorgiou

Computational Analysis of Connectivity Games with Applications to Terrorist Networks
Tomasz Michalak, Talal Rahwan, Piotr Szczepanski, Oskar Skibski, Ramasuri Narayanam, Nick Jennings, Michael Wooldridge

Probabilistic Constraint Logic Programming
Steffen Michels, Arjen Hommersom, Peter Lucas, Marina Velikova, Pieter Koopman

Multi-prototype Label Ranking with Novel Pairwise to Total Rank Aggregation
Grbovic Mihajlo, Nemanja Djuric, Slobodan Vucetic

Search Strategies for Optimal Multi-Way Number Partitioning
Michael Moffitt

Statistical tests for the detection of the arrow of time in vector autoregressive models
Pablo Morales-Mombiela, Daniel Hernández-Lobato, Alberto Suarez

Integrating Syntactic and Semantic Analysis into the Open Information Extraction Paradigm
Andrea Moro, Roberto Navigli

Meta-interpretive Learning of Higher-Order Dyadic Datalog: Predicate Invention revisited
Stephen Muggleton, Dianhuan Lin

Flexible Execution of Partial Order Plans With Temporal Constraints
Christian Muise, J. Christopher Beck, Sheila McIlraith

Recommendation Using Textual Opinions
Claudiu Cristian Musat, Yizhong Liang, Boi Faltings

Towards a second generation random walk planner: an experimental exploration
Hootan Nakhost, Martin Müller

Three generalizations of the Focus constraint
Nina Narodytska, Thierry Petit, Mohamed Siala, Toby Walsh

Upper Confidence Weighted Learning for Efficient Exploration in Multiclass Prediction with Binary Feedback
Hung Ngo, Matthew Luciw, Ngo Anh Vien, Juergen Schmidhuber

Probabilistic Equivalence Verification Approach for Automatic Mathematical Solution Assessment
Minh Luan Nguyen, Siu Cheung Hui, Alvis C.M. Fong

Multi-Modal Image Annotation with Multi-Instance Multi-Label LDA
Cam-Tu Nguyen, De-Chuan Zhan, Zhi-Hua Zhou

The Route to Success - A Performance Comparison of Diagnosis Algorithms
Iulia Nica, Ingo Pill, Thomas Quaritsch, Franz Wotawa

Adaptive Loss Minimization for Semi-Supervised Elastic Embedding
Feiping Nie, Hua Wang, Heng Huang, Chris Ding

Early Active Learning via Robust Representation and Structured Sparsity
Feiping Nie, Hua Wang, Heng Huang

Annealed Importance Sampling for Structure Learning in Bayesian Networks
Teppo Niinimäki, Mikko Koivisto

Towards active event recognition
Dimitri Ognibene, Yiannis Demiris

Sufficient Plan-Time Statistics for Decentralized POMDPs
Frans Oliehoek

Efficient Vote Elicitation under Candidate Uncertainty
Joel Oren, Yuval Filmus, Craig Boutilier

Map Matching with Multiple Route Metrics
Takayuki Osogami, Rudy Raymond

Utilizing Workers' Self-reported Confidence to Integrate Multiple Crowdsourced Labels
Satoshi Oyama, Yukino Baba, Yuko Sakurai, Hisashi Kashima

Graph Classification with Imbalanced Class Distributions and Noise
Shirui Pan, Xingquan Zhu

Group Preference based Bayesian Personalized Ranking for One-Class Collaborative Filtering
Weike Pan, Li Chen

Hierarchical Bayesian Matrix Factorization with Side Information
Sunho Park, Yong-Deok Kim, Seungjin Choi

Fair LTL Synthesis for Non-Deterministic Systems using Strong Cyclic Planners
Fabio Patrizi, Nir Lipovetzky, Hector Geffner

A Classification of First-Order Progressable Action Theories in Situation Calculus
Fabio Patrizi, Stavros Vassos

How to predict human strategic decisions using facial expressions
Noam Peled, Moshe Bitan, Joseph Keshet, Sarit Kraus

Multi-modal Distance Learning
Xie Pengtao

Backdoors to Abduction
Andreas Pfandler, Stefan Rümmele, Stefan Szeider

A Scalable Approach to Column-Based Low-Rank Matrix Approximation
Yifan Pi, Haoruo Peng, Shuchang Zhou, Zhihua Zhang

Behavioral Diagnosis of LTL Specifications at Operator Level
Ingo Pill, Thomas Quaritsch

Fault-Tolerant Planning under Uncertainty
Luis Pineda, Yi Lu, Shlomo Zilberstein, Claudia Goldman

Getting the Most Out of Pattern Databases for Classical Planning
Florian Pommerening, Gabriele Röger, Malte Helmert

Cyclic Causal Models with Discrete Variables: Markov Chain Equilibrium Semantics and Sample Ordering
David Poole, Mark Crowley

A Proof-Theoretical View of Collective Rationality
Daniele Porello

Robust Multiple Task Regression via Reweighted Least Square
Jian Pu, Yugang Jiang, Jun Wang, Xiangyang Xue

Robust Unsupervised Feature Selection
Mingjie Qian, Chengxiang Zhai

Active Learning from Relative Queries
Buyue Qian, Xiang Wang, Fei Wang, Hongfei Li, Ian Davidson

Promoting Diversity in Recommendation by Entropy Regularizer
Lijing Qin, Xiaoyan Zhu

Coalitional Games via Network Flows
Talal Rahwan, Tri-Dung Nguyen, Tomasz Michalak, Maria Polukarov, Madalina Croitoru, Michael Wooldridge, Nick Jennings

Path Integral Control by Reproducing Kernel Hilbert Space Embedding
Konrad Rawlik, Marc Toussaint, Sethu Vijayakumar

Heuristic Subset Selection
Chris Rayner, Nathan Sturtevant, Michael Bowling

Combine Constituent and Dependency Parsing via Reranking
Xiaona Ren

Efficient Extraction and Representation of Spatial Information from Video Data
Jochen Renz, Hajar Sadeghi Sokeh

Opponent Models with Uncertainty for Strategic Argumentation
Tjitze Rienstra, Matthias Thimm, Nir Oren

Better Generalization with Forecasts
Mark Ring, Tom Schaul

Tractable Upper Bounds on Lengths of Transition Sequences
Jussi Rintanen, Charles Gretton

Efficient Interdependent Value Combinatorial Auctions with Single-Minded Bidders
Valentin Robu, David Parkes, Takayuki Ito, Nick Jennings

Machine-Learning-Based Circuit Synthesis
Lior Rokach, Meir Kalech, Gregory Provan, Alexander Feldman

Semiring-Based Mini-Bucket Partition Heuristics
Emma Rollon, Rina Dechter

Value of Information with Streaming Evidence
Stephanie Rosenthal, Dan Bohus, Ece Kamar, Eric Horvitz

Learning from Polyhedral Sets
Salvatore Ruggieri

Causal Inference with Rare Events in Large-Scale Time-Series Data
Kleinberg Samantha

Weighted paths as condensed pattern in a single attributed DAG
Jérémy Sanhes, Frédéric Flouvat, Claude Pasquier, Nazha Selmaoui-Folcher, Jean-François Boulicaut

Multi-dimensional Causal Discovery
Ulrich Schaechtle, Kostas Stathis, Stefano Bromuri

Combining RCC5 relations with betweenness information
Steven Schockaert, Sanjiang Li

Interpolative reasoning with default rules
Steven Schockaert, Henri Prade

Improved Bin Completion for Optimal Bin Packing and Number Partitioning
Ethan Schreiber, Richard Korf

Forward Perimeter Search with Controlled Use of Memory
Thorsten Schuett, Robert Doebbelin, Alexander Reinefeld

Supervised Hypothesis Discovery Using Syllogistic Patterns in the Biomedical Literature
Kazuhiro Seki, Kuniaki Uehara

Fast Linearization of Tree Kernels over Large-Scale Data
Aliaksei Severyn, Alessandro Moschitti

Exploring Knowledge Engineering Strategies in Designing & Modelling Road Traffic Accident Management
Mohammad Shah, Lukas Chrpa, Diane Kitchin, Thomas Leo McCluskey, Mauro Vallati

Extending Stable Models to the Full Propositional Language with Justifications
Tasharrofi Shahab

Guarantees of Augmented Trace Norm Models in Tensor Recovery
Ziqiang Shi, Jiqing Han, Tieran Zheng, Ji Li

Probabilistic Matrix Factorization with Sparse Covariance Prior for Collaborative Filtering
Jianping Shi, Naiyan Wang, Yang Xia, Dit-Yan Yeung, Irwin King, Jiaya Jia

Scaling Up Joint Activity Based Security Games
Eric Shieh, Manish Jain, Albert Xin Jiang, Milind Tambe

Towards rational deployment of multiple heuristics in A*
Solomon Shimony, Erez Karpas, Ariel Felner, David Tolpin, Tal Beja

The GoDeL Planning System: A more perfect union of Domain-Independent and Hierarchical Planning
Vikas Shivashankar, Ron Alford, Ugur Kuter, Dana Nau

Plan Quality Optimisation via Block Decomposition
Fazlul Siddiqui, Patrik Haslum

Just-In-Time Compilation of Knowledge Bases
Laurent Simon, Gilles Audemard, Jean-Marie Lagniez

Employing Batch Reinforcement Learning to Control Gene Regulation Without Explicitly Constructing Gene Regulatory Networks
Utku Sirin, Faruk Polat, Reda Alhajj

Fully Proportional Representation as Resource Allocation: Approximability Results
Piotr Skowron, Piotr Faliszewski, Arkadii Slinko

Hartigan's K-means vs. Lloyd's K-means -- is it time for a change?
Noam Slonim, Ehud Aharoni, Koby Crammer

On Condensing a Sequence of Updates in Answer-Set Programming
Martin Slota, Joao Leite

The Inclusion-Exclusion Rule and its Application to the Junction Tree Algorithm
David Smith, Vibhav Gogate

One-Class Conditional Random Fields for Sequential Anomaly Detection
Yale Song, Zhen Wen, Ching-Yung Lin, Randall Davis

Bimodal Switching for Online Planning in Multiagent Settings
Ekhlas Sonu, Prashant Doshi

Multi-agent Team Formation - Diversity Beats Strength?
Leandro Soriano Marcolino, Albert Xin Jiang, Milind Tambe

Hierarchical Object Discovery and Dense Modelling From Motion Cues in RGB-D Video
Jörg Stückler, Sven Behnke

Nominal Schema Absorption
Andreas Steigmiller, Birte Glimm, Thorsten Liebig

Granular Description of Qualitative Change
John Stell

Minimizing Writes in Parallel External Memory Search
Nathan Sturtevant, Matthew Rutherford

Measuring Statistical Dependence via the Mutual Information Dimension
Mahito Sugiyama, Karsten Borgwardt

Multi-dimensional Single-peaked Consistency and its Approximations
Xin Sui, Alex Francois-Nienaber, Craig Boutilier

Analysis and Optimization of Multi-dimensional Percentile Mechanisms
Xin Sui, Craig Boutilier, Tuomas Sandholm

Unlearning from Demonstration
Keith Sullivan, Ahmed Molla, Bill Squires, Sean Luke

Multi-view Maximum Entropy Discrimination
Shiliang Sun, Guoqing Chao

Answer Extraction from Passage Graph for Factoid Question Answering
Hong Sun, Nan Duan, Yajuan Duan, Ming Zhou

Non-negative Multiple Matrix Factorization
Koh Takeuchi, Katsuhiko Ishiguro, Akisato Kimura, Hiroshi Sawada

An Intelligent Broker Agent for Energy Trading: an MDP Approach
Rodrigue Talla Kuate, Minghua He, Maria Chli, Hai Wang

Exploiting Local and Global Social Context for Recommendation
Jiliang Tang, Huiji Gao, Huan Liu, Xia Hu

Compact Rewritings for Existential Rules
Michaël Thomazo

Symbolic Merge-and-Shrink for Cost-Optimal Planning
Álvaro Torralba, Carlos Linares López, Daniel Borrajo

An Efficient Vector-Based Representation for Coalitional Games
Long Tran-Thanh, Tri-Dung Nguyen, Talal Rahwan, Alex Rogers, Nick Jennings

Forecasting Multi-Appliance Usage for Smart Home Energy Management
Ngoc Cuong Truong, James McInerney, Long Tran-Thanh, Enrico Costanza, Sarvapali Ramchurn

Endogenous Boolean Games
Paolo Turrini

Linear Bayesian Reinforcement Learning
Nikolaos Tziortziotis, Christos Dimitrakakis, Konstantinos D. Blekas

Breakout local search for the vertex separator problem
Benlic Una, Jin-Kao Hao

Multi Class Learning with Individual Sparsity
Ben Zion Vatashsky, Koby Crammer

Problem Splitting using Heuristic Search in Landmark Orderings
Simon Vernhes, Guillaume Infantes, Vincent Vidal

Online Egocentric Models for Citation networks
Hao Wang, Wu-Jun Li

Knowing That, Knowing What, and Public Communication: Public Announcement Logic with Kv Operators
Yanjing Wang, Jie Fan

An alternative axiomatization of DEL and its applications
Yanjing Wang, Guillaume Aucher

Multi-Agent Subset Space Logic
Yi Wang, Thomas Ågotnes

A KNN Based Kalman Filter Gaussian Process Regression
Yali Wang, Brahim Chaib-draa

Relation Regularized Collaborative Topic Regression for Tag Recommendation
Hao Wang, Binyi Chen, Wu-Jun Li

Coupled Attribute Analysis on Numerical Data
Can Wang, Zhong She, longbing cao

Nonconvex Relaxation Approaches to Robust Matrix Recovery
Shusen Wang, Dehua Liu, Zhihua Zhang

Learning Visual Symbols for Parsing Human Pose in Images
Fang Wang, Yi Li

Online Group Feature Selection
Jing Wang, Zhong-Qiu ZHAO, xuegang hu, peipei li

Manifold Alignment Preserving Global Geometry
Chang Wang, Sridhar Mahadevan

Run-Time Improvement of Point-Based POMDP Policies
Minlue Wang, Richard Dearden

Bayesian Optimization in High Dimensions via Random Embeddings
Ziyu Wang, Masrour Zoghi, Frank Hutter, David Matheson, Nando de Freitas

Deep Feature Learning using Target Priors with Applications in ECoG Signal Decoding for BCI
Zuoguan Wang, Siwei Lyu, Qiang Ji

Large Scale Online Kernel Classification
Jialei Wang, Steven Hoi, Peilin Zhao

Forgetting for Answer Set Programs Revisited
Yisong Wang, Kewen Wang

Protein Function Prediction via Laplacian Network Partitioning Incorporating Function Category Correlations
Hua Wang, Heng Huang, Chris Ding

Interactive Value Iteration for Markov Decision Processes with Unknown Rewards
Paul Weng, Bruno Zanuttini

Transition Constraints: A Study on the Computational Complexity of Qualitative Change
Matthias Westphal, Julien Hué, Stefan Wölfl, Bernhard Nebel

Euler Clustering
Jian-sheng Wu, Wei-Shi Zheng, Jian-huang Lai

A Theoretic Framework of K-means-based Consensus Clustering
Junjie Wu, Hongfu Liu, Hui Xiong

Monte-Carlo Expectation Maximization for Decentralized POMDPs
Feng Wu, Shlomo Zilberstein

Instance Selection and Instance Weighting for Cross-domain Sentiment Classification via PU Learning
Rui Xia, Xuelei Hu, Jianfeng Lu, Jian Yang, Chengqing Zong

PageRank with Priori: An Influence Propagation Perspective
Biao Xiang, Qi Liu, Enhong Chen, Hui Xiong, Yi Zheng

Smoothing for Bracketing Induction
Duan Xiangyu

Modeling Lexical Cohesion for Document-Level Machine Translation
Deyi Xiong, Guosheng Ben, Min Zhang, Yajuan Lv, Qun Liu

A Text Scanning Mechanism Simulating Text Reading Process of Human
Bei Xu, Hai Zhuge

Harmonious Hashing
Bin Xu, Jiajun Bu, Yue Lin, Chun Chen, Xiaofei He, Deng Cai

On the Supremal Realizability of Behaviors with Uncontrollable Exogenous Events
Nitin Yadav, Giuseppe De Giacomo, Paolo Felli, Sebastian Sardina

Change-Point Detection with Feature Selection in High-Dimensional Time-Series Data
Makoto Yamada, Akisato Kimura, Futoshi Naya, Hiroshi Sawada

i, Poet: Chinese Poetry Composition through a Summarization Framework under Constrained Optimization
Rui Yan, Han Jiang, Mirella Lapata, Shou-De Lin, Xiaoming Li

Fusion of Word and Letter Based Metrics for Automatic MT Evaluation
Muyun Yang, Junguo Zhu, Sheng Li, Tiejun Zhao

Reduced Heteroscedasticity Linear Regression for Nystrom Approximation
Hao Yang, Jianxin Wu

Scaling-up Security Games with Boundedly Rational Adversaries: A Cutting-plane Approach
Rong Yang, Albert Xin Jiang, Milind Tambe, Fernando Ordonez

Multi-Instance Multi-Label Learning with Weak Label
Shu-Jun Yang, Yuan Jiang, Zhi-Hua Zhou

Smart Hashing Update for Fast Response
Qiang Yang, Longkai Huang, Wei-Shi Zheng, Ling Yingbiao

Social Collaborative Filtering by Trust
Bo Yang, Yu Lei, Dayou Liu, Jiming Liu

On Robust Estimation of High Dimensional Generalized Linear Models
Eunho Yang, Ambuj Tewari, Pradeep Ravikumar

Multi-view Discriminant Transfer Learning
Pei Yang, Wei Gao

Automated Generation of Interaction Graphs for Value-Factored Decentralized POMDPs
William Yeoh, Akshat Kumar, Shlomo Zilberstein

Protein Function Prediction using Multiple Kernels
Guoxian Yu, Huzefa Rangwala, Carlotta Domeniconi, Guoji Zhang, Zili Zhang

Continuously Relaxing Over-constrained Conditional Temporal Problems
Peng Yu, Brian Williams

Multi-agent Epistemic Explanatory Diagnosis via Reasoning about Actions
Quan Yu, Ximing Wen, Yongmei Liu

A Reputation Management Model for Resource Constrained Trustee Agents
Han Yu, Miao Chunyan, Bo An

Proportional Representation Under Preferences That Are Single-peaked on a Tree
Lan Yu, Hau Chan, Edith Elkind

Learning Domain Differences Automatically for Dependency Parsing Adaptation
Mo Yu, Yalong Bai

Risk Estimates for Bandit Problems
Jia Yuan Yu, Evdokia Nikolova

Game-Theoretic Problem Selection for Tests
Li Yuqian, Vincent Conitzer

Robust Optimization for Hybrid MDPs with State-dependent Noise
Zahra Zamani, Scott Sanner, Karina Valdivia Delgado, Leliane Barros

Most Specific Generalizations w.r.t. General EL-TBoxes
Benjamin Zarrieß, Anni-Yasmin Turhan

A Generalization of SAT and #SAT for Policy Evaluation
Erik Zawadzki, Andre Platzer , Geoffery Gordon

Parametric Local Multimodal Hashing for Cross-view Similarity Search
Deming Zhai, Hong Chang, Yi Zhen, Xianming Liu, Wen Gao

Learning High-Order Task Relationships in Multi-Task Learning
Yu Zhang, Dit-Yan Yeung

Partial-Tree Linearization for Text-to-Text Applications
Yue Zhang

Integrating Semantic Relatedness and Words’ Intrinsic Features for Keyword Extraction
Wei Zhang, Wei Feng, Jianyong Wang

Improve Coding with Bilevel VisualWords for Image Classification
Jiemi Zhang, Chenxia Wu, Deng Cai

A Unified Approximate Nearest Neighbor Search Scheme by Combining Data Structure and Hashing
Debing Zhang, Genmao Yang, Yao Hu, Deng Cai, Xiaofei He

Automatic Name-Face Alignment to Enable Cross-Media News Retrieval
Yuejie Zhang

Cross Lingual Entity Linking with Bilingual Topic Model
Tao Zhang, Kang Liu, Jun Zhao

Semi-Supervised Learning with Manifold Fitted Graphs
Tongtao Zhang, Rongrong Ji, Wei Liu, Gang Hua

Sparse Reconstruction for Weakly Supervised Semantic Segmentation
Ke Zhang, Wei Zhang, Yingbin Zheng, Xiangyang Xue

Improving Function Word Alignment with Frequency and Syntax
Jingyi Zhang, Hai Zhao

First-Order Expressibility and Boundedness of Disjunctive Logic Programs
Heng Zhang, Yan Zhang

Multi-View Embedding Learning for Incompletely Labeled Data
Wei Zhang, Ke Zhang, Pan Gu, Xiangyang Xue

Lazy Paired Hyper-Parameter Tuning
Alice Zheng, Mikhail Bilenko

Boosting Cross-lingual Knowledge Linking via Concept Annotation
Wang Zhichun, Juanzi Li, Jie Tang

A Probabilistic Approach to Latent Cluster Analysis
Xie Zhipeng, Rui Dong, Zhengheng Deng, Zhenying He, Weidong Yang

Accurate Probability Calibration for Multiple Classifiers
wenliang Zhong, James Kwok

Adaptive error-correcting output codes
Guoqiang Zhong, Mohamed Cheriet

Efficient Latent Variables Perceptron for Semantic Parsing
Junsheng Zhou, Juhong Xu, Weiguang Qu

Shifted Subspaces Tracking on Sparse Outlier
Tianyi Zhou

Persistent Homology: An Introduction and a Text Application
Xiaojin Zhu

Concept Learning for Cross-domain Text Classification: a General Probabilistic Framework
Fuzhen Zhuang, Ping Luo, Peifeng Yin, Qing He, Zhongzhi Shi

Definability of Horn Revision from Horn Contraction
Zhiqiang Zhuang, Maurice Pagnucco, Yan Zhang

Refining Incomplete Planning Domain Models Through Plan Traces
Hankz Hankui Zhuo, Rao Kambhampati, Tuan Nguyen

Action-Model Acquisition from Noisy Plan Traces
Hankz Hankui Zhuo, Rao Kambhampati

On the Variance of the Shapley value in Weighted Voting Games
Yair Zick

AI and Computational Sustainability Track
Assessing the resilience of bilingual societies: coupling viability and active learning with kd-tree
Isabelle Alvarez, Ricardo de Aldama, Sophie Martin, Romain Reuillon

Towards Understanding Global Spread of Disease from Everyday Interpersonal Interactions
Sean Brennan, Adam Sadilek, Henry Kautz

Forecast Oriented Classification of Spatio-Temporal Extreme Events
Zhengzhang Chen, Ankit Agrawal, Alok Choudhary, Wei-keng Liao

Short-term Wind Power Forecasting using Gaussian Processes
Niya Chen, Zheng Qian, Ian Nabney, Xiaofeng Meng

Outstanding paper: Semi-Supervised Learning for Integration of Aerosol Predictions from Multiple Satellite Instruments
Nemanja Djuric, Lakesh Kansakar, Slobodan Vucetic

Deep Sparse Coding based Recursive Disaggregation Model for Water Conservation
Haili Dong, Bingsheng Wang

Optimal Pricing for Improving Efficiency of Taxi Systems
Jiarui Gan, Bo An, Haizhong Wang, Xiaoming Sun, Zhongzhi Shi

Accurate Estimates of Reference Evapotranspiration for Irrigation Management in the Texas High Plain
Daniel Holman, Mohan Sridharan, Prasanna Gowda, Dana Porter, Thomas Marek, Terry Howell, Jerry Moorhead

Information fusion based learning for frugal traffic state sensing
Vikas Joshi, Nithya Rajamani, Takayuki Katsuki, Naveen Prathapaneni, L V Subramaniam

A Multi-objective Memetic Algorithm for Vehicle Resource Allocation in Sustainable Transportation Planning
Hoong Chuin Lau, Lucas Agussurja, Shih-Fen Cheng, Pang Jin Tan

Crowdsourcing Backdoor Identification for Combinatorial Optimization
Ronan Le Bras, Richard Bernstein, Carla Gomes, Bart Selman, Bruce van Dover

Evolution of Common-Pool Resources and Social Welfare in Structured Populations
Jean-Sébastien Lerat, The Anh Han, Tom Lenaerts

Tag-Weighted Topic Model for Mining Documents with Labels
Shuangyin Li

Manifold Alignment Based on Sparse Local Structures of More Corresponding Pairs
Xiaojie Li, Jian Cheng Lv, Zhang Yi

A global constrained optimization method for designing road networks with small diameters
Teng Ma, Yuexian Hou, Xiaozhao Zhao

Adaptive management of migratory birds under sea level rise
Sam Nicol, Takuya Iwamura, Olivier Buffet, Iadine Chades

Bayesian Joint Inversions for the Exploration of Earth Resources
Alistair Reid, Simon O'Callaghan, Edwin Bonilla, Lachlan McCalman, Tim Rawling, Fabio Ramos

Taxi and Car sharing Online: A Framework and Heuristics for the Optimization Problem
Douglas Santos, Eduardo Xavier

An Active Learning Approach to Home Heating in the Smart Grid
Mike Shann, Sven Seuken

Planning with MIP for Supply Restoration in Power Distribution Systems
Sylvie Thiebaux, Carleton Coffrin, Hassan Hijazi, John Slaney

Randomized Load Control: A Simple Distributed Approach for Scheduling Smart Appliances
Menkes van den Briel, Paul Scott, Sylvie Thiebaux

Parameter Learning for Latent Network Diffusion
Xiaojian Wu, Akshat Kumar, Daniel Sheldon, Shlomo Zilberstein

Detecting and Tracking Disease Outbreaks in Real-time through Social Media
Yusheng Xie

Towards Effective Prioritizing Water Pipe Replacement and Rehabilitation
Junchi Yan, Yu Wang, Ke Zhou, Jin Huang, Tian Chunhua, Hongyuan Zha, Weishan Dong

Improved Integer Programming Approaches for the Chance-Constrained Stochastic Programming
Hiroki Yanagisawa, Takayuki Osogami

Outstanding student paper: A Hidden Markov Model-Based Cicada Detector for Crowdsourced Smartphone Biodiversity Monitoring
Davide Zilli, Oliver Parson, Geoff V Merrett, Alex Rogers