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
Artificial Intelligence and Human Thinking PDF
Robert Anthony Kowalski

Agent-Based and Multiagent Systems

The Shapley Value as a Function of the Quota in Weighted Voting Games PDF
Yair Zick, Alexander Skopalik, Edith Elkind
Aggregating Dependency Graphs into Voting Agendas in Multi-Issue Elections PDF
Stéphane Airiau, Ulle Endriss, Umberto Grandi, Daniele Porello, Joel Uckelman
Using Emotions to Enhance Decision-Making PDF
Dimitrios Antos, Avi Pfeffer
Hustling in Repeated Zero-Sum Games with Imperfect Execution PDF
Christopher Archibald, Yoav Shoham
Dynamics of Profit-Sharing Games PDF
John Augustine, Ning Chen, Edith Elkind, Angelo Fanelli, Nick Gravin, Dmitry Shiryaev
Optimal Partitions in Additively Separable Hedonic Games PDF
Haris Aziz, Felix Brandt, Hans Georg Seedig
Coalitional Voting Manipulation: A Game-Theoretic Perspective PDF
Yoram Bachrach, Edith Elkind, Piotr Faliszewski
Unweighted Coalitional Manipulation Under the Borda Rule Is NP-Hard PDF
Nadja Betzler, Rolf Niedermeier, Gerhard J. Woeginger
Simulating the Emergence of Grammatical Agreement in Multi-Agent Language Games PDF
Katrien Beuls, Sebastian Höfer
Approximately Strategy-Proof Voting PDF
Eleanor Birrell, Rafael Pass
A General Elicitation-Free Protocol for Allocating Indivisible Goods PDF
Sylvain Bouveret, Jérôme Lang
Group-Strategyproof Irresolute Social Choice Functions PDF
Felix Brandt
On the Fixed-Parameter Tractability of Composition-Consistent Tournament Solutions PDF
Felix Brandt, Markus Brill, Hans Georg Seedig
Social Distance Games PDF
Simina Brânzei, Kate Larson
Modeling the Emergence and Convergence of Norms PDF
Logan Conrad Brooks, Wayne Iba, Sandip Sen
Verifying Normative Behaviour via Normative Mechanism Design PDF
Nils Bulling, Mehdi Dastani
Alternating Epistemic Mu-Calculus PDF
Nils Bulling, Wojciech Jamroga
Trust Decision-Making in Multi-Agent Systems PDF
Chris Burnett, Timothy J. Norman, Katia Sycara
Manipulation in Group Argument Evaluation PDF
Martin Caminada, Gabriella Pigozzi, Mikołaj Podlaszewski
Towards More Expressive Cake Cutting PDF
Ioannis Caragiannis, John K. Lai, Ariel D. Procaccia
Efficient Mechanisms with Risky Participation PDF
Ruggiero Cavallo
Using Incentive Mechanisms for an Adaptive Regulation of Open Multi-Agent Systems PDF
Roberto Centeno, Holger Billhardt
AstonCAT-Plus: An Efficient Specialist for the TAC Market Design Tournament PDF
Meng Chang, Minghua He, Xudong Luo
A Market Clearing Solution for Social Lending PDF
Ning Chen, Arpita Ghosh
Hypercubewise Preference Aggregation in Multi-Issue Domains PDF
Vincent Conitzer, Jérôme Lang, Lirong Xia
Changing One's Mind: Erase or Rewind? Possibilistic Belief Revision with Fuzzy Argumentation Based on Trust PDF
Célia da Costa Pereira, Andrea G. B. Tettamanzi, Serena Villata
Multi-Agent Soft Constraint Aggregation via Sequential Voting PDF
Giorgio Dalla Pozza, Maria Silvia Pini, Francesca Rossi, K. Brent Venable
Human-Agent Auction Interactions: Adaptive-Aggressive Agents Dominate PDF
Marco De Luca, Dave Cliff
Choosing Collectively Optimal Sets of Alternatives Based on the Condorcet Criterion PDF
Edith Elkind, Jérôme Lang, Abdallah Saffidine
Action Selection via Learning Behavior Patterns in Multi-Robot Systems PDF
Can Erdogan, Manuela Veloso
Assumption-Based Argumentation Dialogues PDF
Xiuyi Fan, Francesca Toni
Binary Aggregation with Integrity Constraints PDF
Umberto Grandi, Ulle Endriss
Manipulating Boolean Games Through Communication PDF
John Grant, Sarit Kraus, Michael John Wooldridge, Inon Zuckerman
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
Considerate Equilibrium PDF
Martin Hoefer, Michal Penn, Maria Polukarov, Alexander Skopalik, Berthold Vöcking
Model Checking Knowledge in Pursuit Evasion Games PDF
Xiaowei Huang, Patrick Maupin, Ron van der Meyden
The Complexity of Safe Manipulation under Scoring Rules PDF
Egor Ianovski, Lan Yu, Edith Elkind, Mark C. Wilson
Comparing Variants of Strategic Ability PDF
Wojciech Jamroga, Nils Bulling
Accelerating Best Response Calculation in Large Extensive Games PDF
Michael Johanson, Kevin Waugh, Michael Bowling, Martin Zinkevich
A Mechanism for Dynamic Ride Sharing Based on Parallel Auctions PDF
Alexander Kleiner, Bernhard Nebel, Vittorio Amos Ziparo
Security Games with Multiple Attacker Resources PDF
Dmytro Korzhyk, Vincent Conitzer, Ronald Parr
Budgeted Social Choice: From Consensus to Personalized Decision Making PDF
Tyler Lu, Craig Boutilier
Robust Approximation and Incremental Elicitation in Voting Protocols PDF
Tyler Lu, Craig Boutilier
Push and Swap: Fast Cooperative Path-Finding with Completeness Guarantees PDF
Ryan J. Luna, Kostas E. Bekris
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
Agents, Actions and Goals in Dynamic Environments PDF
Peter Novák, Wojciech Jamroga
On the Complexity of Voting Manipulation under Randomized Tie-Breaking PDF
Svetlana Obraztsova, Edith Elkind
Efficient Planning for Factored Infinite-Horizon DEC-POMDPs PDF
Joni Kristian Pajarinen, Jaakko Tapani Peltonen
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
On Combining Decisions from Multiple Expert Imitators for Performance PDF
Jonathan Rubin, Ian Watson
An Empirical Study of Seeding Manipulations and Their Prevention PDF
Tyrel Russell, Peter van Beek
Rigging Tournament Brackets for Weaker Players PDF
Isabelle Stanton, Virginia Vassilevska Williams
Learning Where You Are Going and From Whence You Came: h- and g-Cost Learning in Real-Time Heuristic Search PDF
Nathan R. Sturtevant, Vadim Bulitko
Emergence and Stability of Social Conventions in Conflict Situations PDF
Toshiharu Sugawara
Approximating Optimal Combinatorial Auctions for Complements Using Restricted Welfare Maximization PDF
Pingzhong Tang, Tuomas Sandholm
Generalizing Envy-Freeness Toward Group of Agents PDF
Taiki Todo, Runcong Li, Xuemei Hu, Takayuki Mouri, Atsushi Iwasaki, Makoto Yokoo
Concise Characteristic Function Representations in Coalitional Games Based on Agent Types PDF
Suguru Ueda, Makoto Kitaki, Atsushi Iwasaki, Makoto Yokoo
Facing Openness with Socio Cognitive Trust and Categories PDF
Matteo Venanzi, Michele Piunti, Rino Falcone, Cristiano Castelfranchi
Attack Semantics for Abstract Argumentation PDF
Serena Villata, Guido Boella, Leendert van der Torre
Dynamic Sanctioning for Robust and Cost-Efficient Norm Compliance PDF
Daniel Villatoro, Giulia Andrighetto, Jordi Sabater-Mir, Rosaria Conte
Social Instruments for Robust Convention Emergence PDF
Daniel Villatoro, Jordi Sabater-Mir, Sandip Sen
Reasoning About Preferences in Intelligent Agent Systems PDF
Simeon Visser, John Thangarajah, James Harland
Using Gaussian Processes to Optimise Concession in Complex Negotiations against Unknown Opponents PDF
Colin Richard Williams, Valentin Robu, Enrico Harm Gerding, Nicholas Robert Jennings
Online Planning for Ad Hoc Autonomous Agent Teams PDF
Feng Wu, Shlomo Zilberstein, Xiaoping Chen
A Maximum Likelihood Approach Towards Aggregating Partial Orders PDF
Lirong Xia, Vincent Conitzer
An Efficient Monte-Carlo Algorithm for Pricing Combinatorial Prediction Markets for Tournaments PDF
Lirong Xia, David M. Pennock
Improving Resource Allocation Strategy Against Human Adversaries in Security Games PDF
Rong Yang, Christopher Kiekintveld, Fernando Ordonez, Milind Tambe, Richard John
Continuous Time Planning for Multiagent Teams with Temporal Constraints PDF
Zhengyu Yin, Milind Tambe
Mechanism Design for Double Auctions with Temporal Constraints PDF
Dengji Zhao, Dongmo Zhang, Laurent Perrussel
Generalized Reaction Functions for Solving Complex-Task Allocation Problems PDF
Xiaoming Zheng, Sven Koenig
Multi-Agent Plan Recognition with Partial Team Traces and Plan Libraries PDF
Hankz Hankui Zhuo, Lei Li

Constraints, Satisfiability, and Search

Tackling the Partner Units Configuration Problem PDF
Markus Aschinger, Conrad Drescher, Georg Gottlob, Peter Jeavons, Evgenij Thorstensen
Depth-Driven Circuit-Level Stochastic Local Search for SAT PDF
Anton Belov, Matti Järvisalo, Zbigniew Stachniak
Tractable Set Constraints PDF
Manuel Bodirsky, Martin Hils, Alex Krimkevich
Symmetries and Lazy Clause Generation PDF
Geoffrey Chu, Maria Garcia de la Banda, Chris Mears, Peter J. Stuckey
Constraint Satisfaction Problems: Convexity Makes AllDifferent Constraints Tractable PDF
Michael Fellows, Tobias Friedrich, Danny Hermelin, Nina Narodytska, Frances Rosamond
Probabilistic Satisfiability: Logic-Based Algorithms and Phase Transition PDF
Marcelo Finger, Glauber De Bona
Using Payoff-Similarity to Speed Up Search PDF
Timothy Furtak, Michael Buro
Kernels for Global Constraints PDF
Serge Gaspers, Stefan Szeider
A Uniform Approach for Generating Proofs and Strategies for both True and False QBF Formulas PDF
Alexandra Goultiaeva, Allen Van Gelder, Fahiem Bacchus
Generalizing ADOPT and BnB-ADOPT PDF
Patricia Gutierrez, Pedro Meseguer, William Yeoh
Dynamic SAT with Decision Change Costs: Formalization and Solutions PDF
Daisuke Hatano, Katsutoshi Hirayama
Minimization for Generalized Boolean Formulas PDF
Edith Hemaspaandra, Henning Schnoor
Read-Once Resolution for Unsatisfiability-Based Max-SAT Algorithms PDF
Federico Heras, Joao Marques-Silva
Real-Time Heuristic Search with Depression Avoidance PDF
Carlos Hernandez, Jorge A Baier
Evaluations of Hash Distributed A* in Optimal Sequence Alignment PDF
Yoshikazu Kobayashi, Akihiro Kishimoto, Osamu Watanabe
A Hybrid Recursive Multi-Way Number Partitioning Algorithm PDF
Richard Earl Korf
Constraint Programming on Infinite Data Streams PDF
A. Lallouet, Y. C. Law, J. H. M. Lee, C. F. K. Siu
Minimum Satisfiability and Its Applications PDF
Chu-Min Li, Zhu Zhu, Felip Manya, Laurent Simon
Large Hinge Width on Sparse Random Hypergraphs PDF
Tian Liu, Xiaxiang Lin, Chaoyi Wang, Kaile Su, Ke Xu
Real-Time Opponent Modelling in Trick-Taking Card Games PDF
Jeffrey Richard Long, Michael Buro
Exploiting Short Supports for Generalised Arc Consistency for Arbitrary Constraints PDF
Peter Nightingale, Ian Philip Gent, Chris Jefferson, Ian Miguel
The Multi-Inter-Distance Constraint PDF
Pierre Ouellet, Claude-Guy Quimper
Finite-Length Markov Processes with Constraints PDF
Francois Pachet, Pierre Roy, Gabriele Barbieri
A Generalized Arc-Consistency Algorithm for a Class of Counting Constraints PDF
Thierry Petit, Nicolas Beldiceanu, Xavier Lorca
Nested Rollout Policy Adaptation for Monte Carlo Tree Search PDF
Christopher D. Rosin
Real-Time Solving of Quantified CSPs Based on Monte-Carlo Game Tree Search PDF
Baba Satomi, Yongjoon Joe, Atsushi Iwasaki, Makoto Yokoo
The Increasing Cost Tree Search for Optimal Multi-Agent Pathfinding PDF
Guni Sharon, Roni Stern, Meir Goldenberg, Ariel Felner
Complete Algorithms for Cooperative Pathfinding Problems PDF
Trevor Scott Standley, Richard Korf
Bounded Suboptimal Search: A Direct Approach Using Inadmissible Estimates PDF
Jordan Tyler Thayer, Wheeler Ruml
Rational Deployment of CSP Heuristics PDF
David Tolpin, Solomon Eyal Shimony
Symmetry Breaking Via LexLeader Feasibility Checkers PDF
Justin Yip, Pascal Van Hentenryck
Heuristic Algorithms for Balanced Multi-Way Number Partitioning PDF
Jilian Zhang, Kyriakos Mouratidis, HweeHwa Pang
Space Defragmentation Heuristic for 2D and 3D Bin Packing Problems PDF
Zhaoyi Zhang, Songshan Guo, Wenbin Zhu, Wee-Chong Oon, Andrew Lim

Knowledge Representation, Reasoning, and Logic

What Is an Ideal Logic for Reasoning with Inconsistency? PDF
Ofer Arieli, Arnon Avron, Anna Zamansky
Walking the Complexity Lines for Generalized Guarded Existential Rules PDF
Jean-François Baget, Marie-Laure Mugnier, Sebastian Rudolph, Michaël Thomazo
Query Reasoning on Trees with Types, Interleaving, and Counting PDF
Everardo Barcenas, Pierre Geneves, Nabil Layaida, Alan Schmitt
First-Order Extension of the FLP Stable Model Semantics via Modified Circumscription PDF
Michael Bartholomew, Joohyung Lee, Yunsong Meng
A Theory of Meta-Diagnosis: Reasoning About Diagnostic Systems PDF
Nuno Belard, Yannick Pencolé, Michel Combacau
A Computationally-Grounded Semantics for Artifact-Centric Systems and Abstraction Results PDF
Francesco Belardinelli, Alessio Lomuscio, Fabio Patrizi
On Progression and Query Evaluation in First-Order Knowledge Bases with Function Symbols PDF
Vaishak Belle, Gerhard Lakemeyer
Interval-Based Possibilistic Logic PDF
Salem Benferhat, Julien Hué, Sylvain Lagrue, Julien Rossit
RCC8 Is Polynomial on Networks of Bounded Treewidth PDF
Manuel Bodirsky, Stefan Wölfl
On the Complexity of EL with Defeasible Inclusions PDF
Piero A. Bonatti, Marco Faella, Luigi Sauro
Description Logics over Lattices with Multi-valued Ontologies PDF
Stefan Borgwardt, Rafael Peñaloza
Finite-Valued Lukasiewicz Modal Logic Is PSPACE-Complete PDF
Félix Bou, Marco Cerami, Francesc Esteva
Relating the Semantics of Abstract Dialectical Frameworks and Standard AFs PDF
Gerd Brewka, Paul Edward Dunne, Stefan Woltran
Managed Multi-Context Systems PDF
Gerhard Brewka, Thomas Eiter, Michael Fink, Antonius Weinzierl
Modeling Attempt and Action Failure in Probabilistic Stit Logic PDF
Jan Broersen
A Practical Automata-Based Technique for Reasoning in Expressive Description Logics PDF
Diego Calvanese, Domenico Carbotta, Magdalena Ortiz
Containment of Regular Path Queries under Description Logic Constraints PDF
Diego Calvanese, Magdalena Ortiz, Mantas Simkus
Defeasible Inheritance-Based Description Logics PDF
Umberto Straccia, Giovanni Casini
SDD: A New Canonical Representation of Propositional Knowledge Bases PDF
Adnan Darwiche
Efficient Reasoning in Proper Knowledge Bases with Unknown Individuals PDF
Giuseppe De Giacomo, Yves Lesperance, Hector J. Levesque
Revising by an Inconsistent Set of Formulas PDF
James Delgrande
Revising Horn Theories PDF
James P. Delgrande, Pavlos Peppas
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
Parametric Properties of Ideal Semantics PDF
Wolfgang Dvorak, Paul Edward Dunne, Stefan Woltran
Tangled Modal Logic for Spatial Reasoning PDF
David Fernández Duque
Backdoors to Tractable Answer-Set Programming PDF
Johannes Klaus Fichte, Stefan Szeider
Refutation in Dummett Logic Using a Sign to Express the Truth at the Next Possible World PDF
Guido Fiorino
Fixpoints in Temporal Description Logics PDF
Enrico Franconi, David Toman
Succinctness of Epistemic Languages PDF
Tim French, Wiebe van der Hoek, Petar Iliev, Barteld Kooi
Repairing Incorrect Knowledge with Model Formulation and Metareasoning PDF
Scott Friedman, Kenneth Forbus
Reasoning About Typicality in Low Complexity DLs: the Logics EL⊥Tmin and DL-LitecTmin PDF
Laura Giordano, Valentina Gliozzi, Nicola Olivetti, GianLuca Pozzato
Belief Management for High-Level Robot Programs PDF
Stephan Gspandl, Ingo Pill, Michael Reip, Gerald Steinbauer, Alexander Ferrein
Multidimensional Mereotopology with Betweenness PDF
Torsten Hahmann, Michael Gruninger
Generalising the Interaction Rules in Probabilistic Logic PDF
Arjen Hommersom, Peter J. F. Lucas
Generalized Planning: Synthesizing Plans that Work for Multiple Environments PDF
Yuxiao Hu, Giuseppe De Giacomo
Logic Programming for Boolean Networks PDF
Katsumi Inoue
Discrete-Time Temporal Reasoning with Horn DLRs PDF
Peter Jonsson, Tomas Lööw
A Constructive Approach to Independent and Evidence Retaining Belief Revision by General Information Sets PDF
Gabriele Kern-Isberner, Patrick Kruempelmann
A Logic for Causal Inference in Time Series with Discrete and Continuous Variables PDF
Samantha Kleinberg
Belief Base Rationalization for Propositional Merging PDF
Sébastien Konieczny, Pierre Marquis, Nicolas Schwind
On the Decidability of Connectedness Constraints in 2D and 3D Euclidean Spaces PDF
Roman Kontchakov, Yavor Nenov, Ian Pratt-Hartmann, Michael Zakharyaschev
Extending Decidable Existential Rules by Joining Acyclicity and Guardedness PDF
Markus Krötzsch, Sebastian Rudolph
Context-Sensitive Diagnosis of Discrete-Event Systems PDF
Gianfranco Lamperti, Marina Zanella
On the Progression of Knowledge in the Situation Calculus PDF
Yongmei Liu, Ximing Wen
Description Logic TBoxes: Model-Theoretic Characterizations and Rewritability PDF
Carsten Lutz, Robert Piro, Frank Wolter
Foundations for Uniform Interpolation and Forgetting in Expressive Description Logics PDF
Carsten Lutz, Frank Wolter
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
Reasoning-Supported Interactive Revision of Knowledge Bases PDF
Nadeschda Nikitina, Sebastian Rudolph, Birte Glimm
Augmenting Tractable Fragments of Abstract Argumentation PDF
Sebastian Ordyniak, Stefan Szeider
Query Answering in the Horn Fragments of the Description Logics SHOIQ and SROIQ PDF
Magdalena Ortiz, Sebastian Rudolph, Mantas Simkus
An Approach to Minimal Belief Via Objective Belief PDF
David Pearce, Levan Uridia
An Assertion Retrieval Algebra for Object Queries over Knowledge Bases PDF
Jeffrey Pound, David Toman, Grant Weddell, Jiewen Wu
On the Complexity of Dealing with Inconsistency in Description Logic Ontologies PDF
Riccardo Rosati
Dishonest Reasoning by Abduction PDF
Chiaki Sakama
A Logical Formulation for Negotiation Among Dishonest Agents PDF
Chiaki Sakama, Son Cao Tran, Enrico Pontelli
Description Logics and Fuzzy Probability PDF
Lutz Schröder, Dirk Pattinson
Well-Supported Semantics for Description Logic Programs PDF
Yi-Dong Shen
Computing Minimum-Cardinality Diagnoses by Model Relaxation PDF
Sajjad Ahmed Siddiqi
Consequence-Based Reasoning beyond Horn Ontologies PDF
František Simančík, Yevgeny Kazakov, Ian Horrocks
Beth Definability in Expressive Description Logics PDF
Balder ten Cate, Enrico Franconi, İnanç Seylan
The General Game Playing Description Language Is Universal PDF
Michael Thielscher
Relating Carneades with Abstract Argumentation PDF
Bas Martijn van Gijzel, Henry Prakken
On Qualitative Route Descriptions: Representation and Computational Complexity PDF
Matthias Westphal, Stefan Wölfl, Bernhard Nebel, Jochen Renz
Translating First-Order Theories into Logic Programs PDF
Heng Zhang, Yan Zhang, Mingsheng Ying, Yi Zhou
Transitively Relational Partial Meet Horn Contraction PDF
Zhiqiang Zhuang, Maurice Pagnucco

Machine Learning

Discerning Linkage-Based Algorithms Among Hierarchical Clustering Methods PDF
Margareta Ackerman, Shai Ben-David
A Competitive Strategy for Function Approximation in Q-Learning PDF
Alejandro Gabriel Agostini, Enric Celaya
Multi-Evidence Lifted Message Passing, with Application to PageRank and the Kalman Filter PDF
Babak Ahmadi, Kristian Kersting, Scott Sanner
An Efficient Framework for Constructing Generalized Locally-Induced Text Metrics PDF
Saeed Amizadeh, Shuguang Wang, Milos Hauskrecht
Semi-Supervised Learning from a Translation Model Between Data Distributions PDF
Henry Anaya-Sánchez, José Martínez-Sotoca, Adolfo Martínez-Usó
A Framework for Incorporating General Domain Knowledge into Latent Dirichlet Allocation Using First-Order Logic PDF
David Andrzejewski, Xiaojin Zhu, Mark Craven, Benjamin Recht
Improving Performance of Topic Models by Variable Grouping PDF
Evgeniy Bart
Learning a Distance Metric by Empirical Loss Minimization PDF
Wei Bian, Dacheng Tao
A Hidden Markov Model Variant for Sequence Classification PDF
Sam Blasiak, Huzefa Rangwala
Approximation-Guided Evolutionary Multi-Objective Optimization PDF
Karl Bringmann, Tobias Friedrich, Frank Neumann, Markus Wagner
Distance Metric Learning under Covariate Shift PDF
Bin Cao, Xiaochuan Ni, Jian-Tao Sun, Gang Wang, Qiang Yang
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
Increasing the Scalability of the Fitting of Generalised Block Models for Social Networks PDF
Jeffrey Chan, Samantha Lam, Conor Hayes
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
Automatic State Abstraction from Demonstration PDF
Luis Carlos Cobo, Peng Zang, Charles Lee Isbell Jr., Andrea Lockerd Thomaz
Generative Structure Learning for Markov Logic Networks Based on Graph of Predicates PDF
Quang-Thang Dinh, Matthieu Exbrayat, Christel Vrain
Learning Decision Rules from Data Streams PDF
João Gama, Petr Kosina
Constituent Grammatical Evolution PDF
Loukas Georgiou, William J. Teahan
Continuous Correlated Beta Processes PDF
Robby Goetschalckx, Pascal Poupart, Jesse Hoey
A Fast Dual Projected Newton Method for L1-Regularized Least Squares PDF
Pinghua Gong, Changshui Zhang
Kernel-Based Selective Ensemble Learning for Streams of Trees PDF
Valerio Grossi, Alessandro Sperduti
On Trivial Solution and Scale Transfer Problems in Graph Regularized NMF PDF
Quanquan Gu, Chris Ding, Jiawei Han
Joint Feature Selection and Subspace Learning PDF
Quanquan Gu, Zhenhui Li, Jiawei Han
Multi-Label Classification Using Conditional Dependency Networks PDF
Yuhong Guo, Suicheng Gu
Extracting Temporal Patterns from Interval-Based Sequences PDF
Thomas Guyet, René Quiniou
Fast Approximate Nearest-Neighbor Search with k-Nearest Neighbor Graph PDF
Kiana Hajebi, Yasin Abbasi-Yadkori, Hossein Shahbazi, Hong Zhang
Gaussianity Measures for Detecting the Direction of Causal Time Series PDF
José Miguel Hernández-Lobato, Pablo Morales-Mombiela, Alberto Suárez
Feature Selection Via Joint Embedding Learning and Sparse Regression PDF
Chenping Hou, Feiping Nie, Dongyun Yi, Yi Wu
Heuristic Rule-Based Regression Via Dynamic Reduction to Classification PDF
Frederik Janssen, Johannes Fürnkranz
Adaptation of a Mixture of Multivariate Bernoulli Distributions PDF
Ankur Kamthe, Miguel Angel Carreira-Perpinan, Alberto E. Cerpa
Revisiting Numerical Pattern Mining with Formal Concept Analysis PDF
Mehdi Kaytoue, Sergei O. Kuznetsov, Amedeo Napoli
Activity Recognition with Finite State Machines PDF
Wesley Kerr, Anh Tran, Paul Cohen
Incremental Slow Feature Analysis PDF
Varun Raj Kompella, Matthew Luciw, Juergen Schmidhuber
Learning Hash Functions for Cross-View Similarity Search PDF
Shaishav Kumar, Raghavendra Udupa
Modular Community Detection in Networks PDF
Wenye Li, Dale Schuurmans
Probit Classifiers with a Generalized Gaussian Scale Mixture Prior PDF
Guoqing Liu, Jianxin Wu, Suiping Zhou
Locality-Constrained Concept Factorization PDF
Haifeng Liu, Zheng Yang, Zhaohui Wu
Cluster Indicator Decomposition for Efficient Matrix Factorization PDF
Dijun Luo, Chris Ding, Heng Huang
Ball Ranking Machines for Content-Based Multimedia Retrieval PDF
Dijun Luo, Heng Huang
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
Imitation Learning in Relational Domains: A Functional-Gradient Boosting Approach PDF
Sriraam Natarajan, Saket Joshi, Prasad Tadepalli, Kristian Kersting, Jude Shavlik
Positive Unlabeled Learning for Time Series Classification PDF
Minh Nhut Nguyen, Xiao-Li Li, See-Kiong Ng
Distribution-Aware Online Classifiers PDF
Tam T. Nguyen, Kuiyu Chang, Cheung Siu Hui
Robust Principal Component Analysis with Non-Greedy ℓ1-Norm Maximization PDF
Feiping Nie, Heng Huang, Chris Ding, Dijun Luo, Hua Wang
Biclustering-Driven Ensemble of Bayesian Belief Network Classifiers for Underdetermined Problems PDF
Tatdow Pansombut, William Hendrix, Zekai J. Gao, Brent E. Harrison, Nagiza F. Samatova
Strategy Learning for Autonomous Agents in Smart Grid Markets PDF
Prashant P. Reddy, Manuela M. Veloso
Q-Error as a Selection Mechanism in Modular Reinforcement-Learning Systems PDF
Mark B. Ring, Tom Schaul
Domain Adaptation with Ensemble of Feature Groups PDF
Rajhans Yih Samdani, Wen-tau Yih
Discovering Deformable Motifs in Continuous Time Series Data PDF
Suchi Saria, Andrew Duchi, Daphne Koller
A General MCMC Method for Bayesian Inference in Logic-Based Probabilistic Modeling PDF
Taisuke Sato
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
Active Surveying: A Probabilistic Approach for Identifying Key Opinion Leaders PDF
Hossam Sharara, Lise Getoor, Myra Norton
Consistency Measures for Feature Selection: A Formal Definition, Relative Sensitivity Comparison and a Fast Algorithm PDF
Kilho Shin, Danny Fernandes, Seiya Miyazaki
Active Online Classification Via Information Maximization PDF
Noam Slonim, Elad Yom-Tov, Koby Crammer
Angular Decomposition PDF
Dengdi Sun, Chris H.Q. Ding, Bin Luo, Jin Tang
Fast Anomaly Detection for Streaming Data PDF
Swee Chuan Tan, Kai Ming Ting, Tony Fei Liu
Utility-Based Fraud Detection PDF
Luis Torgo, Elsa Lopes
On the Utility of Curricula in Unsupervised Learning of Probabilistic Grammars PDF
Kewei Tu, Vasant Honavar
Learning Driving Behavior by Timed Syntactic Pattern Recognition PDF
Sicco Verwer, Mathijs de Weerdt, Cees Witteveen
Bi-Weighting Domain Adaptation for Cross-Language Text Classification PDF
Chang Wan, Rong Pan, Jiefei Li
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
Local and Structural Consistency for Multi-Manifold Clustering PDF
Yong Wang, Yuan Jiang, Yi Wu, Zhi-Hua Zhou
Bayesian Policy Search with Policy Priors PDF
David Wingate, Noah D. Goodman, Daniel M. Roy, Leslie P. Kaelbling, Joshua B. Tenenbaum
Learning to Rank Under Multiple Annotators PDF
Ou Wu, Weiming Hu, Jun Gao
Similarity-Based Approach for Positive and Unlabelled Learning PDF
Yanshan Xiao, Bo Liu, Jie Yin, Longbing Cao, Chengqi Zhang, Zhifeng Hao
Dealing with Concept Drift and Class Imbalance in Multi-Label Stream Classification PDF
Eleftherios Spyromitros-Xioufis, Myra Spiliopoulou, Grigorios Tsoumakas, Ioannis Vlahavas
L2,1-Norm Regularized Discriminative Feature Selection for Unsupervised PDF
Yi Yang, Heng Tao Shen, Zhigang Ma, Zi Huang, Xiaofang Zhou
Matrix Co-Factorization on Compressed Sensing PDF
Seungjin Choi, Jiho Yoo
Diversity Regularized Machine PDF
Yang Yu, Yu-Feng Li, Zhi-Hua Zhou
LIFT: Multi-Label Learning with Label-Specific Features PDF
Min-Ling Zhang
Multi-Kernel Multi-Label Learning with Max-Margin Concept Network PDF
Wei Zhang, Xiangyang Xue, Jianping Fan, Xiaojing Huang, Bin Wu, Mingjie Liu
Pattern Field Classification with Style Normalized Transformation PDF
Xu-Yao Zhang, Kaizhu Huang, Cheng-Lin Liu

Multidisciplinary Topics And Applications

Finding "Unexplained" Activities in Video PDF
Massimiliano Albanese, Cristian Molinaro, Fabio Persia, Antonio Picariello, V.S. Subrahmanian
Explaining Genetic Knock-Out Effects Using Cost-Based Abduction PDF
Emad Abdel-Thalooth Andrews, Anthony Bonner
Just an Artifact: Why Machines are Perceived as Moral Agents PDF
Joanna J. Bryson, Philip P. Kime
A Hierarchical Architecture for Adaptive Brain-Computer Interfacing PDF
Mike Chung, Willy Cheung, Reinhold Scherer, Rajesh P. N. Rao
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
Effective and Efficient Microprocessor Design Space Exploration Using Unlabeled Design Configurations PDF
Qi Guo, Tianshi Chen, Yunji Chen, Zhi-Hua Zhou, Weiwu Hu, Zhiwei Xu
Visual Task Inference Using Hidden Markov Models PDF
Amin Haji Abolhassani, James J. Clark
The Role of Intention Recognition in the Evolution of Cooperative Behavior PDF
The Anh Han, Luis Moniz Pereira, Francisco C. Santos
Multi-Select Faceted Navigation Based on Minimum Description Length Principle PDF
Chao He, Xueqi Cheng, Jiafeng Guo, Huawei Shen
Modeling Situation Awareness in Human-Like Agents Using Mental Models PDF
Mark Hoogendoorn, Rianne Maaike van Lambalgen, Jan Treur
Generalized Latent Factor Models for Social Network Analysis PDF
Wu-Jun Li, Dit-Yan Yeung, Zhihua Zhang
Modeling Multivariate Spatio-Temporal Remote Sensing Data with Large Gaps PDF
Qiang Lou, Zoran Obradovic
On the Role of Domain Knowledge in Analogy-Based Story Generation PDF
Santiago Ontanon, Jichen Zhu
Using Multiple Models to Understand Data PDF
Kayur Patel, Steven M. Drucker, James Fogarty, Ashish Kapoor, Desney S. Tan
Feature Learning for Activity Recognition in Ubiquitous Computing PDF
Thomas Ploetz, Nils Y. Hammerla, Patrick L. Olivier
A Cognitive Agent Model Displaying and Regulating Different Social Response Patterns PDF
Jan Treur
A Cognitive Agent Model Incorporating Prior and Retrospective Ownership States for Actions PDF
Jan Treur
Active Graph Reachability Reduction for Network Security and Software Engineering PDF
Alice X. Zheng, John Dunagan, Ashish Kapoor

Natural-Language Processing

Learning Cause Identifiers from Annotator Rationales PDF
Muhammad Arshad Ul Abedin, Vincent Ng, Latifur Rahman Khan
Learning Bilingual Lexicons Using the Visual Similarity of Labeled Web Images PDF
Shane Bergsma, Benjamin Van Durme
Semantic Relationship Discovery with Wikipedia Structure PDF
Fan Bu, Yu Hao, Xiaoyan Zhu
Short Text Classification Improved by Learning Multi-Granularity Topics PDF
Mengen Chen, Xiaoming Jin, Dou Shen
Online Latent Structure Training for Language Acquisition PDF
Michael James Connor, Cynthia Fisher, Dan Roth
Predicting Globally-Coherent Temporal Structures from Texts Via Endpoint Inference and Graph Decomposition PDF
Pascal Denis, Philippe Muller
Learning from Natural Instructions PDF
Dan Goldwasser, Dan Roth
Automatic Discovery of Fuzzy Synsets from Dictionary Definitions PDF
Hugo Gonçalo Oliveira, Paulo Gomes
Unsupervised Modeling of Dialog Acts in Asynchronous Conversations PDF
Shafiq Rayhan Joty, Giuseppe Carenini, Chin-Yew Lin
Improve Tree Kernel-Based Event Pronoun Resolution with Competitive Information PDF
Fang Kong, Guodong Zhou
Incorporating Reviewer and Product Information for Review Rating Prediction PDF
Fangtao Li, Nathan Nan Liu, Hongwei Jin, Kai Zhao, Qiang Yang, Xiaoyan Zhu
Semi-Supervised Learning for Imbalanced Sentiment Classification PDF
Shoushan Li, Zhongqing Wang, Guodong Zhou, Sophia Yat Mei Lee
Collective Semantic Role Labeling for Tweets with Clustering PDF
Xiaohua Liu, Kuan Li, Ming Zhou, Zhongyang Xiong
SMT Versus AI Redux: How Semantic Frames Evaluate MT More Accurately PDF
Chi-kiu Lo, Dekai Wu
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
A Graph-Based Algorithm for Inducing Lexical Taxonomies from Scratch PDF
Roberto Navigli, Paola Velardi, Stefano Faralli
Sample Efficient On-Line Learning of Optimal Dialogue Policies with Kalman Temporal Differences PDF
Olivier Pietquin, Matthieu Geist, Senthilkumar Chandramohan
Ensemble-Based Coreference Resolution PDF
Altaf Rahman, Vincent Ng
Unsupervised Lexicon Acquisition for HPSG-Based Relation Extraction PDF
Benjamin Rozenfeld, Ronen Feldman
Interfacing Virtual Agents With Collaborative Knowledge: Open Domain Question Answering Using Wikipedia-Based Topic Models PDF
Ulli Waltinger, Alexa Breuing, Ipke Wachsmuth
Affect Sensing in Metaphorical Phenomena and Dramatic Interaction Context PDF
Li Zhang
Entity Linking with Effective Acronym Expansion, Instance Selection and Topic Modeling PDF
Wei Zhang, Yan-Chuan Sim, Jian Su, Chew-Lim Tan
Learning Inter-Related Statistical Query Translation Models for English-Chinese Bi-Directional CLIR PDF
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 PDF
Yuejie Zhang, Lei Cen, Wei Wu, Cheng Jin, Xiangyang Xue

Planning and Scheduling

DetH*: Approximate Hierarchical Solution of Large Markov Decision Processes PDF
Jennifer L. Barry, Leslie Pack Kaelbling, Tomas Lozano-Perez
Planning Under Partial Observability by Classical Replanning: Theory and Experiments PDF
Blai Bonet, Hector Geffner
Risk-Sensitive Policies for Sustainable Renewable Resource Allocation PDF
Stefano Ermon, Jon Conrad, Carla Gomes, Bart Selman
Simple and Fast Strong Cyclic Planning for Fully-Observable Nondeterministic Planning Problems PDF
Jicheng Fu, Vincent Ng, Farokh Bastani, I-Ling Yen
On the Decidability of HTN Planning with Task Insertion PDF
Thomas Geier, Pascal Bercher
Transfer Learning for Activity Recognition via Sensor Mapping PDF
Derek Hao Hu, Qiang Yang
Point-Based Value Iteration for Constrained POMDPs PDF
Dongho Kim, Jaesong Lee, Kee-Eung Kim, Pascal Poupart
Monitoring the Execution of Partial-Order Plans via Regression PDF
Christian Muise, Sheila A. McIlraith, J. Christopher Beck
Computing Perfect Heuristics in Polynomial Time: On Bisimulation and Merge-and-Shrink Abstraction in Optimal Planning PDF
Raz Nissim, Joerg Hoffmann, Malte Helmert
Iterative Flattening Search for the Flexible Job Shop Scheduling Problem PDF
Angelo Oddi, Riccardo Rasconi, Amedeo Cesta, Stephen F. Smith
Large Neighborhood Search and Adaptive Randomized Decompositions for Flexible Jobshop Scheduling PDF
Dario Pacino, Pascal Van Hentenryck
Computing Infinite Plans for LTL Goals Using a Classical Planner PDF
Fabio Patrizi, Nir Lipoveztky, Giuseppe De Giacomo, Hector Geffner
Goal Recognition over POMDPs: Inferring the Intention of a POMDP Agent PDF
Miquel Ramírez, Hector Geffner
Planning with SAT, Admissible Heuristics and A* PDF
Jussi Rintanen
Replanning in Domains with Partial Information and Sensing Actions PDF
Guy Shani, Ronen Brafman
Scaling Up Optimal Heuristic Search in Dec-POMDPs via Incremental Expansion PDF
Matthijs T. J. Spaan, Frans A. Oliehoek, Christopher Amato
On the Effectiveness of CNF and DNF Representations in Contingent Planning PDF
Son Thanh To, Enrico Pontelli, Tran Cao Son
Bounded Intention Planning PDF
Jason Wolfe, Stuart Russell
Probabilistic Goal Markov Decision Processes PDF
Huan Xu, Shie Mannor

Robotics and Vision

Capturing an Evader in a Polygonal Environment with Obstacles PDF
Deepak Bhadauria, Volkan Isler
Aesthetic Guideline Driven Photography by Robots PDF
Raghudeep Gadde, Kamalakar Karlapalem
Accommodating Human Variability in Human-Robot Teams through Theory of Mind PDF
Laura M. Hiatt, Anthony M. Harrison, J. Gregory Trafton
Robotic Object Detection: Learning to Improve the Classifiers using Sparse Graphs for Path Planning PDF
Zhaoyin Jia, Ashutosh Saxena, Tsuhan Chen
Conics With A Common Axis of Symmetry: Properties and Applications to Camera Calibration PDF
Zijian Zhao
User-Dependent Aspect Model for Collaborative Activity Recognition PDF
Vincent W. Zheng, Qiang Yang

Uncertainty in AI

Lifted Relational Kalman Filtering PDF
Jaesik Choi, Abner Guzman-Rivera, Eyal Amir
New Complexity Results for MAP in Bayesian Networks
Cassio Polpo de Campos
Inference with Multinomial Data: Why to Weaken the Prior Strength PDF
Cassio Polpo de Campos, Alessio Benavoli
Motor Simulation via Coupled Internal Models Using Sequential Monte Carlo PDF
Haris Dindo, Daniele Zambuto, Giovanni Pezzulo
Resolute Choice in Sequential Decision Problems with Multiple Priors PDF
Hélène Fargier, Gildas Jeantet, Olivier Spanjaard
Pairwise Decomposition for Combinatorial Optimization in Graphical Models PDF
Aurélie Favier, Simon de Givry, Andrès Legarra, Thomas Schiex
Randomized Sensing in Adversarial Environments PDF
Andreas Krause, Alex Roper, Daniel Golovin
Scalable Multiagent Planning Using Probabilistic Inference PDF
Akshat Kumar, Shlomo Zilberstein, Marc Toussaint
A Trust Prediction Approach Capturing Agents' Dynamic Behavior PDF
Xin Liu, Anwitaman Datta
Log-Linear Description Logics PDF
Mathias Niepert, Jan Noessner, Heiner Stuckenschmidt
Eliciting Additive Reward Functions for Markov Decision Processes PDF
Kevin Regan, Craig Boutilier
Robust Online Optimization of Reward-Uncertain MDPs PDF
Kevin Regan, Craig Boutilier
Finding (α,ϑ)-Solutions Via Sampled SCSPs PDF
Roberto Rossi, Brahim Hnich, S. Armagan Tarim, Steven Prestwich
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

CCR — A Content-Collaborative Reciprocal Recommender for Online Dating PDF
Joshua Akehurst, Irena Koprinska, Kalina Yacef, Luiz Pizzato, Judy Kay, Tomasz Rej
Relation Adaptation: Learning to Extract Novel Relations with Minimum Supervision PDF
Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka
Leveraging Unlabeled Data to Scale Blocking for Record Linkage PDF
Yunbo Cao, Zhiyuan Chen, Jiamin Zhu, Pei Yue, Chin-Yew Lin, Yong Yu
A Convex Formulation of Modularity Maximization for Community Detection PDF
Yun Kwan Chan, Dit-Yan Yeung
What to Ask to an Incomplete Semantic Web Reasoner? PDF
Bernardo Cuenca Grau, Giorgos Stoilos
The Modular Structure of an Ontology: Atomic Decomposition PDF
Chiara Del Vescovo, Bijan Parsia, Uli Sattler, Thomas Schneider
Fast Algorithm for Affinity Propagation PDF
Yasuhiro Fujiwara, Go Irie, Tomoe Kitahara
Mining the Web for the "Voice of the Herd" to Track Stock Market Bubbles PDF
Aaron Gerow, Mark T Keane
Relevance Feedback between Web Search and the Semantic Web PDF
Harry R. Halpin, Victor Lavrenko
Finding the Hidden Gems: Recommending Untagged Music PDF
Ben Horsburgh, Susan Craw, Stewart Massie, Robin Boswell
Fashion Coordinates Recommender System Using Photographs from Fashion Magazines PDF
Tomoharu Iwata, Shinji Watanabe, Hiroshi Sawada
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
Multi-Perspective Linking of News Articles within a Repository PDF
Arpit Khurdiya, Lipika Dey, Nidhi Raj, Sk. Mirajul Haque
Social Abstract Argumentation PDF
João Leite, João Martins
Cross-Domain Collaborative Filtering over Time PDF
Bin Li, Xingquan Zhu, Ruijiang Li, Chengqi Zhang, Xiangyang Xue, Xindong Wu
Minimally Complete Recommendations PDF
David McSherry
User Similarity from Linked Taxonomies: Subjective Assessments of Items PDF
Makoto Nakatsuji, Yasuhiro Fujiwara, Toshio Uchiyama, Ko Fujimura
LIMES — A Time-Efficient Approach for Large-Scale Link Discovery on the Web of Data PDF
Axel-Cyrille Ngonga Ngomo, Sören Auer
Transfer Learning to Predict Missing Ratings Via Heterogeneous User Feedbacks PDF
Weike Pan, Nathan N. Liu, Evan W. Xiang, Qiang Yang
Making Better Informed Trust Decisions with Generalized Fact-Finding PDF
Jeff Pasternack, Dan Roth
Short Text Conceptualization Using a Probabilistic Knowledgebase PDF
Yangqiu Song, Haixun Wang, Zhongyuan Wang, Hongsong Li, Weizhu Chen
A Wikipedia Based Semantic Graph Model for Topic Tracking in Blogosphere PDF
Jintao Tang, Ting Wang, Qin Lu, Ji Wang, Wenjie Li
Matching Large Ontologies Based on Reduction Anchors PDF
Peng Wang, Yuming Zhou, Baowen Xu
Line Orthogonality in Adjacency Eigenspace with Application to Community Partition PDF
Leting Wu, Xiaowei Ying, Xintao Wu, Zhi-Hua Zhou
Source-Selection-Free Transfer Learning PDF
Evan Wei Xiang, Sinno Jialin Pan, Weike Pan, Jian Su, Qiang Yang
Predicting Epidemic Tendency through Search Behavior Analysis PDF
Danqing Xu, Yiqun Liu, Min Zhang, Shaoping Ma, Anqi Cui, Liyun Ru
Mining User Dwell Time for Personalized Web Search Re-Ranking PDF
Songhua Xu, Hao Jiang, Francis Chi-Moon Lau
Efficient Searching Top-k Semantic Similar Words PDF
Zhenglu Yang, Masaru Kitsuregawa
Recommender Systems from "Words of Few Mouths" PDF
Richong Zhang, Thomas Tran, Yongyi Mao

Special Track on Integrated and Embedded AI

Integrating Task Planning and Interactive Learning for Robots to Work in Human Environments PDF
Alejandro Gabriel Agostini, Carme Torras, Florentin Wörgötter
Plan Recognition in Virtual Laboratories PDF
Ofra Amir, Ya'akov (Kobi) Gal
A Comprehensive Approach to On-Board Autonomy Verification and Validation PDF
Marco Bozzano, Alessandro Cimatti, Marco Roveri, Andrei Tchaltsev
Non-Linear Monte-Carlo Search in Civilization II PDF
S.R.K. Branavan, David Silver, Regina Barzilay
Buried Utility Pipeline Mapping Based on Multiple Spatial Data Sources: A Bayesian Data Fusion Approach PDF
Huanhuan Chen, Anthony G. Cohn
Enhancing Search Results with Semantic Annotation Using Augmented Browsing PDF
Hong-Jie Dai, Wei-Chi Tsai, Richard Tzong-Han Tsai, Wen-Lian Hsu
Simulation-Based Data Mining Solution to the Structure of Water Surrounding Proteins PDF
Bao Tu Ho, Chi Hieu Dam, Ayumu Sugiyama
A Natural Language Question Answering System as a Participant in Human Q&A Portals PDF
Tiansi Dong, Ulrich Furbach, Ingo Glöckner, Björn Pelzer
Sketch Recognition Algorithms for Comparing Complex and Unpredictable Shapes PDF
Martin Field, Stephanie Valentine, Julie Linsey, Tracy Hammond
Exploiting Probabilistic Knowledge under Uncertain Sensing for Efficient Robot Behaviour PDF
Marc Hanheide, Charles Gretton, Richard W Dearden, Nick A Hawes, Jeremy L Wyatt, Andrzej Pronobis, Alper Aydemir, Moritz Göbelbecker, Hendrik Zender
Integrated Learning for Goal-Driven Autonomy PDF
Ulit Jaidee, Hector Munoz-Avila, David W. Aha
Learning Compact Visual Descriptor for Low Bit Rate Mobile Landmark Search PDF
Rongrong Ji, Ling-Yu Duan, Jie Chen, Hongxun Yao, Tiejun Huang, Wen Gao
A New Search Engine Integrating Hierarchical Browsing and Keyword Search PDF
Da Kuang, Xiao Li, Charles X. Ling
Resource-Bounded Crowd-Sourcing of Commonsense Knowledge PDF
Yen-Ling Kuo, Jane Yung-jen Hsu
A Real-Time Opponent Modeling System for Rush Football PDF
Kennard Laviers, Gita Sukthankar
Coordinating Logistics Operations with Privacy Guarantees PDF
Thomas Léauté, Boi Faltings
Learning to Identify Review Spam PDF
Fangtao Huang Li, Minlie Huang, Yi Yang, Xiaoyan Zhu
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
Interest Prediction on Multinomial, Time-Evolving Social Graph PDF
Nozomi Nori, Danushka Bollegala, Mitsuru Ishizuka
An Agent Architecture for Prognostic Reasoning Assistance PDF
Jean Oh, Felipe Meneguzzi, Katia Sycara, Timothy J Norman
Extending Computer Assisted Assessment Systems with Natural Language Processing, User Modeling and Recommendations Based on Human Computer Interaction and Data Mining PDF
Ismael Pascual-Nieto, Olga C. Santos, Diana Perez-Marin, Jesus G. Boticario
Integrating Learning into a BDI Agent for Environments with Changing Dynamics PDF
Dhirendra Singh, Sebastian Sardina, Lin Padgham, Geoff James
Embedding System Dynamics in Agent Based Models for Complex Adaptive Systems PDF
Maarika Teose, Kiyan Ahmadizadeh, Eoin O'Mahony, Rebecca L. Smith, Zhao Lu, Stephen P. Ellner, Carla Gomes, Yrjo Grohn
Kinship Verification Through Transfer Learning PDF
Siyu Xia, Ming Shao, Yun Fu
Cross-People Mobile-Phone Based Activity Recognition PDF
Zhongtang Zhao, Yiqiang Chen, Junfa Liu, Zhiqi Shen, Mingjie Liu
CHIME: An Efficient Error-Tolerant Chinese Pinyin Input Method PDF
Yabin Zheng, Chen Li, Maosong Sun

Best Paper Track

A Geometric View of Conjugate Priors PDF
Arvind Agarwal, Hal Daume III
Human-Guided Machine Learning for Fast and Accurate Network Alarm Triage PDF
Saleema Amershi, Bongshin Lee, Ashish Kapoor, Ratul Mahajan, Blaine Christian
Lower Bounds for Width-Restricted Clause Learning on Formulas of Small Width PDF
Eli Ben-Sasson, Jan Johannsen
Community Detection in Social Networks Through Community Formation Games PDF
Wei Chen, Zhenming Liu, Xiaorui Sun, Yajun Wang
An Algorithm for Adapting Cases Represented in ALC PDF
Julien Cojan, Jean Lieber
Exploring Protein Fragment Assembly Using CLP PDF
Alessandro Dal Palù, Agostino Dovier, Federico Fogolari, Enrico Pontelli
Translation-Based Constraint Answer Set Solving PDF
Christian Drescher, Toby Walsh
Incentive Engineering for Boolean Games PDF
Ulle Endriss, Sarit Kraus, Jerome Lang, Michael John Wooldridge
A Flat Histogram Method for Computing the Density of States of Combinatorial Problems PDF
Stefano Ermon, Carla Gomes, Bart Selman
picoTrans: Using Pictures as Input for Machine Translation on Mobile Devices PDF
Andrew Finch, Wei Song, Kumiko Tanaka-Ishii, Eiichiro Sumita
Automatic Construction of Efficient Multiple Battery Usage Policies PDF
Maria Fox, Derek Long, Daniele Magazzeni
Finite Model Computation via Answer Set Programming PDF
Martin Gebser, Orkunt Sabuncu, Torsten Schaub
Measuring the Good and the Bad in Inconsistent Information PDF
John Grant, Anthony Hunter
A Correctness Result for Reasoning about One-Dimensional Planning Problems PDF
Yuxiao Hu, Hector Levesque
A Transitivity Aware Matrix Factorization Model for Recommendation in Social Networks PDF
Mohsen Jamali, Martin Ester
Reinforcement Learning to Adjust Robot Movements to New Situations PDF
Jens Kober, Erhan Oztop, Jan Peters
The Combined Approach to Ontology-Based Data Access PDF
Roman Kontchakov, Carsten Lutz, David Toman, Frank Wolter, Michael Zakharyaschev
Reasoning and Proofing Services for Semantic Web Agents PDF
Kalliopi Kravari, Konstantinos Papatheodorou, Grigoris Antoniou, Nick Bassiliades
Efficient Rule-Based Inferencing for OWL EL PDF
Markus Krötzsch
Flexible Tree Matching PDF
Ranjitha Kumar, Jerry O. Talton, Salman Ahmad, Tim Roughgarden, Scott R. Klemmer
Enhancing Case Adaptation with Introspective Reasoning and Web Mining PDF
David Leake, Jay Powell
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
Ties Matter: Complexity of Voting Manipulation Revisited PDF
Svetlana Obraztsova, Edith Elkind, Noam Hazon
An On-Line Algorithm for Semantic Forgetting PDF
Heather Stephanie Packer, Nicholas Gibbins, Nicholas R Jennings
GUARDS — Innovative Application of Game Theory for National Airport Security PDF
James Pita, Milind Tambe, Christopher Kiekintveld, Shane Cullen, Erin Steigerwald
Norm Compliance of Rule-Based Cognitive Agents PDF
Antonino Rotolo
Theoretical Justification of Popular Link Prediction Heuristics PDF
Purnamrita Sarkar, Deepayan Chakrabarti, Andrew W. Moore
Evaluation of Group Profiling Strategies PDF
Christophe Senot, Dimitre Kostadinov, Makram Bouzid, Jérôme Picault, Armen Aghasaryan
Connecting the Dots Between News Articles PDF
Dafna Shahaf, Carlos Guestrin
Learning Linear and Kernel Predictors with the 0-1 Loss Function PDF
Shai Shalev-Shwartz, Ohad Shamir, Karthik Sridharan
Adaptive Data Compression for Robot Perception PDF
Mike Smith, Ingmar Posner, Paul M Newman
Active Exploration for Robust Object Detection PDF
Javier Velez, Garrett Hemann, Albert S. Huang, Ingmar Posner, Nicholas Roy
A Framework for Longitudinal Influence Measurement between Communication Content and Social Networks PDF
Shenghui Wang, Paul Groth
Wsabie: Scaling Up to Large Vocabulary Image Annotation PDF
Jason Weston, Samy Bengio, Nicolas Usunier
Analysis of Adjective-Noun Word Pair Extraction Methods for Online Review Summarization PDF
Koji Yatani, Michael Novati, Andrew Trusty, Khai Truong
Large Linear Classification When Data Cannot Fit in Memory PDF
Hsiang-Fu Yu, Cho-Jui Hsieh, Kai-Wei Chang, Chih-Jen Lin

Doctoral Consortium

Solving the Multiagent Selection and Scheduling Problem PDF
James Calvin Boerkoel Jr.
Decision Support through Argumentation-Based Practical Reasoning PDF
Federico Cerutti
Behaviour Recognition in Smart Homes PDF
Sook-Ling Chua, Stephen Marsland, Hans W. Guesgen
Statement of Thesis Research: Multi-Robot Sampling Strategies for Large-Scale Oceanographic Experiments PDF
Jnaneshwar Das
Control of Robotic Systems for Safe Interaction with Human Operators PDF
Hao Ding
Combining Machine Learning and Optimization Techniques to Determine 3-D Structures of Polypeptides PDF
Marcio Dorn, Luciana Salete Buriol, Luis da Cunha Lamb
An Agent-Oriented Software Engineering Methodology to Develop Adaptive Virtual Organizations PDF
Sergio Esparcia, Estefania Argente, Vicente Botti
Towards Social Problem-Solving with Human Subjects PDF
Daniel Scain Farenzena, Luis da Cunha Lamb, Ricardo Matsumura de Araújo
Towards Spatial Methods for Socially Assistive Robotics: Validation with Children with Autism Spectrum Disorders PDF
David Feil-Seifer
Regret Minimization in Multiplayer Extensive Games PDF
Richard Geoffrey Gibson, Duane Szafron
Combinatorial Aggregation PDF
Umberto Grandi
Combining Spatial and Temporal Aspects of Prediction Problems to Improve Prediction Performance PDF
William Groves
A Decision-Theoretic Academic Advisor PDF
Joshua T. Guerin
Belief Revision on Computation Tree Logic PDF
Paulo T. Guerra, Renata Wassermann
Distributed Constraint Optimization Problems Related with Soft Arc Consistency PDF
Patricia Gutierrez, Pedro Meseguer
A Trust and Reputation Model for Supply Chain Mangement PDF
Yasaman Haghpanah
Graph Pruning and Symmetry Breaking On Grid Maps PDF
Daniel Damir Harabor
Towards Scalable MDP Algorithms PDF
Andrey Kolobov
Talking about Trust in Heterogeneous Multi-Agent Systems PDF
Andrew Koster, Marco Schorlemmer, Jordi Sabater-Mir
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
Temporal Defeasible Argumentation in Multi-Agent Planning PDF
Sergio Pajares Ferrando, Eva Onaindia
Human Behavior Analysis from Video Data Using Bag-of-Gestures PDF
Víctor Ponce López, Mario Gorga López, Xavier Baró Solé, Sergio Escalera Guerrero
Multi-Agent Coordination: DCOPs and Beyond PDF
Marc Pujol-Gonzalez
Bayesian Abductive Logic Programs: A Probabilistic Logic for Abductive Reasoning PDF
Sindhu V. Raghavan
From an Agent Logic to an Agent Programming Language for Partially Observable Stochastic Domains PDF
Gavin Brian Rens
Agent-Based Negotiation Teams PDF
Victor Sanchez-Anguix, Vicente Julian, Ana Garcia-Fornes
A Method for Evaluating and Standardizing Ontologies PDF
Ali Patrice Seyed
Towards a Model-Centric Cognitive Architecture for Service Robots PDF
Andreas Steck
Sensorimotor Models of Space and Object Geometry PDF
Jeremy Stober
Multiagent Hierarchical Learning from Demonstration PDF
Keith Sullivan
Heuristic Search Under Quality and Time Bounds PDF
Jordan Tyler Thayer
On the Impact of Belief State Representation in Planning Under Uncertainty PDF
Son Thanh To
Autonomous Object Manipulation: A Semantic-Driven Approach PDF
Nicola Vitucci
Tractable Massively Multi-Agent Pathfinding with Solution Quality and Completeness Guarantees PDF
Ko-Hsin Cindy Wang
Input Parameter Calibration in Forest Fire Spread Prediction: Taking the Intelligent Way PDF
Kerstin Wendt, Ana Cortés
Transfer Learning in Spatial Reasoning Puzzles PDF
Baylor Wetzel
Trust Mechanisms for Online Systems PDF
Jens Witkowski
Mechanism Design for Dynamic Environments: Online Double Auctions PDF
Dengji Zhao