Presentations and Authors

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Invited Talks

Intelligent Tutoring Systems: New Challenges and Directions PDF
Christina Conati
Machine Learning in Ecosystem Informatics and Sustainability PDF
Thomas G. Dietterich
How Experience of the Body Shapes Language about Space PDF
Luc L. Steels, Michael Spranger
Activity Recognition: Linking Low-Level Sensors to High-Level Intelligence PDF
Qiang Yang

Agent-based and Multiagent Systems

Nonmanipulable Selections from a Tournament PDF
Alon Altman, Ariel D. Procaccia, Moshe Tennenholtz
Using Reasoning Patterns to Helps Humans Solve Complex Games PDF
Dimitrios Antos, Avi Pfeffer
UCT for Tactical Assault Planning in Real-Time Strategy Games PDF
Radha-Krishna Balla, Alan Fern
Methodology for Designing Reasonably Expressive Mechanisms with Application to Ad Auctions PDF
Michael Benisch, Norman Sadeh, Tuomas Sandholm
A Multivariate Complexity Analysis of Determining Possible Winners Given Incomplete Votes PDF
Nadja Betzler, Susanne Hemmann, Rolf Niedermeier
Algorithms and Complexity Results for Pursuit-Evasion Problems PDF
Richard Borie, Craig Tovey, Sven Koenig
Conditional Importance Networks: A Graphical Language for Representing Ordinal, Monotonic Preferences over Sets of Goods PDF
Sylvain Bouveret, Ulle Endriss, Jérôme Lang
Planning Games PDF
Ronen I. Brafman, Carmel Domshlak, Yagil Engel, Moshe Tennenholtz
Coalitional Affinity Games and the Stability Gap PDF
Simina Branzei, Kate Larson
Simple Coalitional Games with Beliefs PDF
Georgios Chalkiadakis, Edith Elkind, Nicholas Robert Jennings
Commitment Tracking via the Reactive Event Calculus PDF
Federico Chesani, Paola Mello, Marco Montali, Paolo Torroni
Compiling the Votes of a Subelectorate PDF
Yann Chevaleyre, Jérôme Lang, Nicolas Maudet, Guillaume Ravilly-Abadie
How Hard Is It to Control Sequential Elections Via the Agenda? PDF
Vincent Conitzer, Jérôme Lang, Lirong Xia
Preference Functions That Score Rankings and Maximum Likelihood Estimation PDF
Vincent Conitzer, Matthew Rognlie, Lirong Xia
Learning Graphical Game Models PDF
Quang Duong, Yevgeniy Vorobeychik, Satinder Singh, Michael Wellman
Preference Aggregation over Restricted Ballot Languages: Sincerity and Strategy-Proofness PDF
Ulle Endriss, Maria Silvia Pini, Francesca Rossi, K. Brent Venable
Multimode Control Attacks on Elections PDF
Piotr Faliszewski, Edith Hemaspaandra, Lane A. Hemaspaandra
Charting the Tractability Frontier of Mixed Multi-Unit Combinatorial Auctions PDF
Valeria Fionda, Gianluigi Greco
Computing Equilibria in Multiplayer Stochastic Games of Imperfect Information PDF
Sam Ganzfried, Tuomas Sandholm
On the Complexity of Compact Coalitional Games PDF
Gianluigi Greco, Enrico Malizia, Luigi Palopoli, Francesco Scarcello
Iterated Regret Minimization: A New Solution Concept PDF
Joseph Y. Halpern, Rafael Pass
Multi-Step Multi-Sensor Hider-Seeker Games PDF
Erik Daniel Halvorson, Vincent Conitzer, Ronald Parr
Collaborative Multi Agent Physical Search with Probabilistic Knowledge PDF
Noam Hazon, Yonatan Aumann, Sarit Kraus
Strengthening Schedules Through Uncertainty Analysis PDF
Laura M. Hiatt, Terry L. Zimmerman, Stephen F. Smith, Reid Simmons
DCOPs Meet the Real World: Exploring Unknown Reward Matrices with Applications to Mobile Sensor Networks PDF
Manish Jain, Matthew Taylor, Milind Tambe, Makoto Yokoo
Collaboration and Shared Plans in the Open World: Studies of Ridesharing PDF
Ece Kamar, Eric Horvitz
Exchanging Reputation Information Between Communities: A Payment-Function Approach PDF
Georgia Kastidou, Kate Larson, Robin Cohen
Event-Detecting Multi-Agent MDPs: Complexity and Constant-Factor Approximation PDF
Akshat Kumar, Shlomo Zilberstein
A Kernel Method for Market Clearing PDF
Sebastien Lahaie
Balancing Utility and Deal Probability for Auction-based Negotiations in Highly Nonlinear Utility Spaces PDF
Ivan Marsa-Maestre, Miguel A. Lopez-Carmona, Juan R. Velasco, Takayuki Ito, Mark Klein, Katsuhide Fujita
Strategyproof Classification with Shared Inputs PDF
Reshef Meir, Ariel D. Procaccia, Jeffrey S. Rosenschein
Argumentation System with Changes of an Agent's Knowledge Base PDF
Kenichi Okuno, Kazuko Takahashi
How Pervasive Is the Myerson-Satterthwaite Impossibility? PDF
Abraham Othman, Tuomas Sandholm
Thou Shalt Covet Thy Neighbor's Cake PDF
Ariel D. Procaccia
Generalised Fictitious Play for a Continuum of Anonymous Players PDF
Zinovi Rabinovich, Enrico Gerding, Maria Polukarov, Nicholas R. Jennings
A Characterisation of Strategy-Proofness for Grounded Argumentation Semantics PDF
Iyad Rahwan, Kate Larson, Fernando Tohmé
Coalition Structure Generation in Multi-Agent Systems With Positive and Negative Externalities PDF
Talal Rahwan, Tomasz Michalak, Nicholas Jennings, Michael Wooldridge, Peter McBurney
Modeling Agents through Bounded Rationality Theories PDF
Avi Rosenfeld, Sarit Kraus
Towards Con-Resistant Trust Models for Distributed Agent Systems PDF
Amirali Salehi-Abari, Tony White
Probabilistic State Translation in Extensive Games with Large Action Sets PDF
David Schnizlein, Michael Bowling, Duane Szafron
Investigations of Continual Computation PDF
Dafna Shahaf, Eric Horvitz
Flexible Procurement of Services with Uncertain Durations using Redundancy PDF
Sebastian Stein, Enrico Gerding, Alex Rogers, Kate Larson, Nicholas R. Jennings
Decentralised Coordination of Mobile Sensors Using the Max-Sum Algorithm PDF
Ruben Stranders, Alessandro Farinelli, Alex Rogers, Nicholas R. Jennings
Dynamic Configuration of Agent Organizations PDF
Evan A. Sultanik, Robert N. Lass, William C. Regli
Discovering Theorems in Game Theory: Two-Person Games with Unique Pure Nash Equilibrium Payoffs PDF
Pingzhong Tang, Fangzhen Lin
Acquiring Agent-Based Models of Conflict from Event Data PDF
Glenn Taylor, Michael Quist, Allen Hicken
Where Are the Really Hard Manipulation Problems? The Phase Transition in Manipulating the Veto Rule PDF
Toby Walsh
Eliciting Honest Reputation Feedback in a Markov Setting PDF
Jens Witkowski
Finite Local Consistency Characterizes Generalized Scoring Rules PDF
Lirong Xia, Vincent Conitzer
A Dichotomy Theorem on the Existence of Efficient or Neutral Sequential Voting Correspondences PDF
Lirong Xia, Jerome Lang
Complexity of Unweighted Coalitional Manipulation Under Some Common Voting Rules PDF
Lirong Xia, Michael Zuckerman, Ariel D. Procaccia, Vincent Conitzer, Jeffrey S. Rosenschein
Trading Off Solution Quality for Faster Computation in DCOP Search Algorithms PDF
William Yeoh, Xiaoxun Sun, Sven Koenig
A Multi-Agent Learning Approach to Online Distributed Resource Allocation PDF
Chongjie Zhang, Victor Lesser, Prashant Shenoy
Axiomatic Characterization of Task Oriented Negotiation PDF
Dongmo Zhang
K-Swaps: Cooperative Negotiation for Solving Task-Allocation Problems PDF
Xiaoming Zheng, Sven Koenig

Constraints, Satisfiability, and Search

Interruptible Algorithms for Multi-Problem Solving PDF
Spyros Angelopoulos, Alejandro Lopez-Ortiz
Towards Industrial-Like Random SAT Instances PDF
Carlos Ansótegui, María Luisa Bonet, Jordi Levy
On Solving Boolean Multilevel Optimization Problems PDF
Josep Argelich, Inês Lynce, Joao Marques-Silva
Predicting Learnt Clauses Quality in Modern SAT Solvers PDF
Gilles Audemard, Laurent Simon
Online Stochastic Optimization in the Large: Application to Kidney Exchange PDF
Pranjal Awasthi, Tuomas Sandholm
Circuit Complexity and Decompositions of Global Constraints PDF
Christian Bessiere, George Katsirelos, Nina Narodytska, Toby Walsh
Decompositions of all Different, Global Cardinality and Related Constraints PDF
Christian Bessiere, George Katsirelos, Nina Narodytska, Claude-Guy Quimper, Toby Walsh
Making Bound Consistency as Effective as Arc Consistency PDF
Christian Bessiere, Thierry Petit, Bruno Zanuttini
TBA*: Time-Bounded A* PDF
Yngvi Björnsson, Vadim Bulitko, Nathan Sturtevant
Canadian Traveler Problem with Remote Sensing PDF
Zahy Bnaya, Ariel Felner, Solomon Eyal Shimony
Experiments with Massively Parallel Constraint Solving PDF
Lucas Bordeaux, Youssef Hamadi, Horst Samulowitz
Best-First Heuristic Search for Multi-Core Machines PDF
Ethan Burns, Seth Lemons, Rong Zhou, Wheeler Ruml
Nested Monte-Carlo Search PDF
Tristan Cazenave
Reasoning with Lines in the Euclidean Space PDF
Khalil Raymond Challita
Search Strategies for an Anytime Usage of the Branch and Prune Algorithm PDF
Raphaël Chenouard, Alexandre Goldsztejn, Christophe Jermann
Monte Carlo Tree Search Techniques in the Game of Kriegspiel PDF
Paolo Ciancarini, Gian Piero Favini
Duplicate Avoidance in Depth-First Search with Applications to Treewidth PDF
P. Alex Dow, Richard E. Korf
Local Search: Is Brute-Force Avoidable? PDF
Michael R. Fellows, Fedor V. Fomin, Daniel Lokshtanov, Frances A. Rosamond, Saket Saurabh, Yngve Villanger
Minimum Proof Graphs and Fastest-Cut-First Search Heuristics PDF
Timothy Furtak, Michael Buro
Control-based Clause Sharing in Parallel SAT Solving PDF
Youssef Hamadi, Said Jabbour, Lakhdar Sais
Solving 8x8 Hex PDF
Philip Henderson, Broderick Arneson, Ryan B Hayward
New Improvements in Optimal Rectangle Packing PDF
Eric Huang, Richard E. Korf
SATenstein: Automatically Building Local Search SAT Solvers From Components PDF
Ashiqur R. KhudaBukhsh, Lin Xu, Holger H. Hoos, Kevin Leyton-Brown
Exploiting Decomposition on Constraint Problems with High Tree-Width PDF
Matthew Kitching, Fahiem Bacchus
Set Branching in Constraint Optimization PDF
Matthew Kitching, Fahiem Bacchus
Multi-Way Number Partitioning PDF
Richard Earl Korf
Integrating Systematic and Local Search Paradigms: A New Strategy for MaxSAT PDF
Lukas Kroc, Ashish Sabharwal, Carla P. Gomes, Bart Selman
Variety Reasoning for Multiset Constraint Propagation PDF
Yat Chiu Law, Jimmy Ho Man Lee, May Hiu Chun Woo
Towards Efficient Consistency Enforcement for Global Constraints in Weighted Constraint Satisfaction PDF
Jimmy H. M. Lee, Ka Lun Leung
A Soft Global Precedence Constraint PDF
David Lesaint, Deepak Mehta, Barry O'Sullivan, Luis Quesada, Nic Wilson
A Divide-and-Conquer Approach for Solving Interval Algebra Networks PDF
Jason Jingshi Li, Jinbo Huang, Jochen Renz
Open Contractible Global Constraints PDF
Michael Maher
Evaluating Strategies for Running from the Cops PDF
Carsten Moldenhauer, Nathan Reed Sturtevant
A New d-DNNF-Based Bound Computation Algorithm for Functional E-MAJSAT PDF
Knot Pipatsrisawat, Adnan Darwiche
A Structural Approach to Reasoning with Quantified Boolean Formulas PDF
Luca Pulina, Armando Tacchella
Russian Doll Search with Tree Decomposition PDF
Marti Sanchez, David Allouche, Simon de Givry, Thomas Schiex
Memory-Based Heuristics for Explicit State Spaces PDF
Nathan R. Sturtevant, Ariel Felner, Max Barrer, Jonathan Schaeffer, Neil Burch
Efficient Incremental Search for Moving Target Search PDF
Xiaoxun Sun, William Yeoh, Sven Koenig
Solving Dynamic Constraint Satisfaction Problems by Identifying Stable Features PDF
Richard J. Wallace, Diarmuid Grimes, Eugene C. Freuder
Qualitative CSP, Finite CSP, and SAT: Comparing Methods for Qualitative Constraint-based Reasoning PDF
Matthias Westphal, Stefan Wölfl
A* Search with Inconsistent Heuristics PDF
Zhifu Zhang, Nathan R. Sturtevant, Robert Holte, Jonathan Schaeffer, Ariel Felner
Combining Breadth-First and Depth-First Strategies in Searching for Treewidth PDF
Rong Zhou, Eric A. Hansen
Mixing Search Strategies for Multi-Player Games PDF
Inon Zuckerman, Ariel Felner, Sarit Kraus

Knowledge Representation, Reasoning, and Logic

A New Bayesian Approach to Multiple Intermittent Fault Diagnosis PDF
Rui Abreu, Peter Zoeteweij, Arjan J.C. van Gemund
A Logic for Coalitions with Bounded Resources PDF
Natasha Alechina, Brian Logan, Hoang Nga Nguyen, Abdur Rakib
Repairing Preference-Based Argumentation Frameworks PDF
Leila Bahia Amgoud, Srdjan Vesic
Which Semantics for Neighbourhood Semantics? PDF
Carlos Areces, Diego Figueira
Extending Decidable Cases for Rules with Existential Variables PDF
Jean-François Baget, Michel Leclère, Marie-Laure Mugnier, Eric Salvat
Computational Properties of Resolution-based Grounded Semantics PDF
Pietro Baroni, Paul E. Dunne, Massimiliano Giacomin
An Argumentation-Based Interpreter for Golog Programs PDF
Michelle Blom, Adrian Pearce
Defeasible Inclusions in Low-Complexity DLs: Preliminary Notes PDF
Piero A. Bonatti, Marco Faella, Luigi Sauro
Next Steps in Propositional Horn Contraction PDF
Richard Booth, Thomas Meyer, Ivan José Varzinczak
Euclidean and Mereological Qualitative Spaces: A Study of SCC and DCC PDF
Stefano Borgo
Regular Path Queries in Expressive Description Logics with Nominals PDF
Diego Calvanese, Thomas Eiter, Magdalena Ortiz
A Symmetry Reduction Technique for Model Checking Temporal-Epistemic Logic PDF
Mika Cohen, Mads Dam, Alessio Lomuscio, Hongyang Qu
Import-by-Query: Ontology Reasoning under Access Limitations PDF
Bernardo Cuenca Grau, Boris Motik, Yevgeny Kazakov
Diagnosing Multiple Persistent and Intermittent Faults PDF
Johan de Kleer
A Tableaux-Based Method for Computing Least Common Subsumers for Expressive Description Logics PDF
Francesco Maria Donini, Simona Colucci, Tommaso Di Noia, Eugenio Di Sciascio
A Unified Framework for Representation and Development of Dialectical Proof Procedures in Argumentation PDF
PhanMinh Dung, PhanMinh Thang
Decomposition of Declarative Knowledge Bases with External Functions PDF
Thomas Eiter, Michael Fink, Thomas Krennwallner
Query Answering in Description Logics with Transitive Roles PDF
Thomas Eiter, Carsten Lutz, Magdalena Ortiz, Mantas Simkus
Bidirectional Answer Set Programs with Function Symbols PDF
Thomas Eiter, Mantas Simkus
Knowledge Compilation Properties of Trees-of-BDDs, Revisited PDF
Hélène Fargier, Pierre Marquis
FRACTAL: Efficient Fault Isolation Using Active Testing PDF
Alexander Feldman, Gregory Provan, Arjan van Gemund
Solving Strong-Fault Diagnostic Models by Model Relaxation PDF
Alexander Feldman, Gregory Provan, Arjan van Gemund
Plausible Repairs for Inconsistent Requirements PDF
Alexander Felfernig, Gerhard Friedrich, Monika Schubert, Monika Mandl, Markus Mairitsch, Erich Teppan
Symmetric Splitting in the General Theory of Stable Models PDF
Paolo Ferraris, Joohyung Lee, Vladimir Lifschitz, Ravi Palla
On the Accrual of Arguments in Defeasible Logic Programming PDF
Mauro Javier Gómez Lucero, Carlos Iván Chesñevar, Guillermo Ricardo Simari
Evaluating Abductive Hypotheses using an EM Algorithm on BDDs PDF
Katsumi Inoue, Taisuke Sato, Masakazu Ishihata, Yoshitaka Kameya, Hidetomo Nabeshima
Answer-Set Programming with Bounded Treewidth PDF
Michael Jakl, Reinhard Pichler, Stefan Woltran
Circumscriptive Event Calculus as Answer Set Programming PDF
Tae-Won Kim, Joohyung Lee, Ravi Palla
Forgetting and Uniform Interpolation in Large-Scale Description Logic Terminologies PDF
Boris Konev, Dirk Walther, Frank Wolter
Minimal Module Extraction from DL-Lite Ontologies using QBF Solvers PDF
Roman Kontchakov, Luca Pulina, Ulrike Sattler, Thomas Schneider, Petra Selmer, Frank Wolter, Michael Zakharyaschev
A Semantical Account of Progression in the Presence of Defaults PDF
Gerhard Lakemeyer, Hector J. Levesque
The Complexity of Learning Separable Ceteris Paribus Preferences PDF
Jérôme Lang, Jérôme Mengin
Combining RCC-8 with Qualitative Direction Calculi: Algorithms and Complexity PDF
Weiming Liu, Li Sanjiang, Renz Jochen
On First-Order Definability and Computability of Progression for Local-Effect Actions and Beyond PDF
Yongmei Liu, Gerhard Lakemeyer
A Logic for Reasoning about Counterfactual Emotions PDF
Emiliano Lorini, François Schwarzentruber
Labellings and Games for Extended Argumentation Frameworks PDF
Sanjay Modgil
A Fixed-Parameter Tractable Algorithm for Spatio-Temporal Calendar Management PDF
Bernhard Nebel, Jochen Renz
Reasoning with Knowledge, Action and Time in Dynamic and Uncertain Domains PDF
Theodore Patkos, Dimitris Plexousakis
Model-based Revision Operators for Terminologies in Description Logics PDF
Guilin Qi, Jianfeng Du
Dialectical Abstract Argumentation: A Characterization of the Marking Criterion PDF
Nicolas Rotstein, Martin Moguillansky, Guillermo Simari
Composition of ConGolog Programs PDF
Sebastian Sardina, Giuseppe De Giacomo
Automated Theorem Proving for General Game Playing PDF
Stephan Schiffel, Michael Thielscher
Nominals for Everyone PDF
Lutz Schröder, Dirk Pattinson, Clemens Kupke
Effective Query Rewriting with Ontologies over DBoxes PDF
Enrico Franconi, Inanç Seylan, Jos de Bruijn
Negotiation Using Logic Programming with Consistency Restoring Rules PDF
Tran Cao Son, Chiaki Sakama
Realising Deterministic Behavior from Multiple Non-Deterministic Behaviors PDF
Thomas Ströder, Maurice Pagnucco
Declarative Programming of Search Problems with Built-in Arithmetic PDF
Eugenia Ternovska, David G. Mitchell
Applications and Extensions of PTIME Description Logics with Functional Constraints PDF
David Toman, Grant Weddell
Knowing More — from Global to Local Correspondence PDF
Hans van Ditmarsch, Wiebe van der Hoek, Barteld Kooi
Efficient Inference for Expressive Comparative Preference Languages PDF
Nic Wilson
On Combinations of Binary Qualitative Constraint Calculi PDF
Stefan Woelfl, Matthias Westphal

Machine Learning

Exponential Family Hybrid Semi-Supervised Learning PDF
Arvind Agarwal, Hal Daume III
Active Policy Iteration: Efficient Exploration through Active Learning for Value Function Approximation in Reinforcement Learning PDF
Takayuki Akiyama, Hirotaka Hachiya, Masashi Sugiyama
Relational Random Forests Based on Random Relational Rules PDF
Grant Anderson, Bernhard Pfahringer
Adaptive Cluster Ensemble Selection PDF
Javad Azimi, Xiaoli Fern
Self-Managing Associative Memory for Dynamic Acquisition of Expertise in High-Level Domains PDF
Jacob Beal
Angluin-Style Learning of NFA PDF
Benedikt Bollig, Peter Habermehl, Carsten Kern, Martin Leucker
Locality Preserving Nonnegative Matrix Factorization PDF
Deng Cai, Xiaofei He, Xuanhui Wang, Hujun Bao, Jiawei Han
Selecting Informative Universum Sample for Semi-Supervised Learning PDF
Shuo Chen, Changshui Zhang
Bayesian Extreme Components Analysis PDF
Yutian Chen, Max Welling
Inverse Reinforcement Learning in Partially Observable Environments PDF
Jaedeug Choi, Kee-Eung Kim
Knowledge Driven Dimension Reduction For Clustering PDF
Ian Davidson
Search Techniques for Fourier-Based Learning PDF
Adam Drake, Dan Ventura
Local Learning Regularized Nonnegative Matrix Factorization PDF
Quanquan Gu, Jie Zhou
Learning Optimal Subsets with Implicit User Preferences PDF
Yunsong Guo, Carla Gomes
Ranking Structured Documents: A Large Margin Based Approach for Patent Prior Art Search PDF
Yunsong Guo, Carla Gomes
Graph Embedding with Constraints PDF
Xiaofei He, Ming Ji, Hujun Bao
Bootstrap Voting Experts PDF
Daniel Hewlett, Paul Cohen
Linear Dimensionality Reduction for Multi-label Classification PDF
Shuiwang Ji, Jieping Ye
Semi-Supervised Classification on Evolutionary Data PDF
Yangqing Jia, Shuicheng Yan, Changshui Zhang
gRegress: Extracting Features from Graph Transactions for Regression PDF
Nikhil S. Ketkar, Lawrence B. Holder, Diane J. Cook
Local Query Mining in a Probabilistic Prolog PDF
Angelika Kimmig, Luc De Raedt
Unsupervised Rank Aggregation with Domain-Specific Expertise PDF
Alexandre Klementiev, Dan Roth, Kevin Small, Ivan Titov
Efficient Skill Learning Using Abstraction Selection PDF
George Konidaris, Andrew Barto
Exponential Family Sparse Coding with Applications to Self-taught Learning PDF
Honglak Lee, Rajat Raina, Alex Teichman, Andrew Ng
Exploiting Multi-Modal Interactions: A Unified Framework PDF
Ming Li, Xiao-Bing Xue, Zhi-Hua Zhou
Relation Regularized Matrix Factorization PDF
Wu-Jun Li, Dit-Yan Yeung
Boosting Constrained Mutual Subspace Method for Robust Image-set Based Object Recognition PDF
Xi Li, Kazuhiro Fukui, Nanning Zheng
Probabilistic Models for Concurrent Chatting Activity Recognition PDF
Chia-chun Lian, Jane Yung-jen Hsu
Learning the Optimal Neighborhood Kernel for Classification PDF
Jun Liu, Jianhui Chen, Songcan Chen, Jieping Ye
Spectral Kernel Learning for Semi-Supervised Classification PDF
Wei Liu, Buyue Qian, Jingyu Cui, Jianzhuang Liu
Large Margin Boltzmann Machines PDF
Xu Miao, Rajesh P. N. Rao
Transfer Learning from Minimal Target Data by Mapping across Relational Domains PDF
Lilyana Mihalkova, Raymond J. Mooney
Semi-Supervised Learning of Visual Classifiers from Web Images and Text PDF
Nicholas Morsillo, Christopher Pal, Randal Nelson
Autonomously Learning an Action Hierarchy Using a Learned Qualitative State Representation PDF
Jonathan Mugan, Benjamin Kuipers
Spectral Embedded Clustering PDF
Feiping Nie, Dong Xu, Ivor Wai-Hung Tsang, Changshui Zhang
Domain Adaptation via Transfer Component Analysis PDF
Sinno Jialin Pan, Ivor W. Tsang, James T. Kwok, Qiang Yang
Semi-Supervised Classification using Sparse Gaussian Process Regression PDF
Amrish Patel, S. Sundararajan, Shirish Shevade
Expanding Domain Sentiment Lexicon through Double Propagation PDF
Guang Qiu, Bing Liu, Jiajun Bu, Chun Chen
Goal-Driven Learning in the GILA Integrated Intelligence Architecture PDF
Jainarayan Radhakrishnan, Santiago Ontanon, Ashwin Ram
Streamed Learning: One-Pass SVMs PDF
Piyush Rai, Hal Daume, Suresh Venkatasubramanian
Semi-Supervised Metric Learning Using Pairwise Constraints PDF
Mahdieh Soleymani Baghshah, Saeed Bagheri Shouraki
Predictive Projections PDF
Nathan Sprague
On the Equivalence Between Canonical Correlation Analysis and Orthonormalized Partial Least Squares PDF
Liang Sun, Shuiwang Ji, Shipeng Yu, Jieping Ye
Latent Variable Perceptron Algorithm for Structured Classification PDF
Xu Sun, Takuya Matsuzaki, Daisuke Okanohara, Jun'ichi Tsujii
Succinct Approximate Counting of Skewed Data PDF
David Talbot
Maintaining Predictions Over Time Without a Model PDF
Erik Talvitie, Satinder Singh
On Multiple Kernel Learning with Multiple Labels PDF
Lei Tang, Jianhui Chen, Jieping Ye
Toward Unsupervised Activity Discovery Using Multi Dimensional Motif Detection in Time Series PDF
Alireza Vahdatpour, Navid Amini, Majid Sarrafzadeh
Multiclass Probabilistic Kernel Discriminant Analysis PDF
Zheng Zhao, Liang Sun, Shipeng Yu, Huan Liu, Jieping Ye
Manifold Alignment without Correspondence PDF
Chang Wang, Sridhar Mahadevan
Generalized Cluster Aggregation PDF
Fei Wang, Xin Wang, Tao Li
Preference Learning with Extreme Examples PDF
Fei Wang, Bin Zhang, Ta-Hsin Li, Wenjun Yin, Jin Dong, Tao Li
Knowledge Transfer on Hybrid Graph PDF
Zheng Wang, Yangqiu Song, Changshui Zhang
Early Prediction on Time Series: A Nearest Neighbor Approach PDF
Zhengzheng Xing, Jian Pei, Philip S. Yu
Discriminative Semi-Supervised Feature Selection via Manifold Regularization PDF
Zenglin Xu, Rong Jin, Michael R. Lyu, Irwin King
Multi-Relational Learning with Gaussian Processes PDF
Zhao Xu, Kristian Kersting, Volker Tresp
Transfer Learning using Task-Level Features with Application to Information Retrieval PDF
Rong Yan, Jian Zhang
Spatio-Temporal Event Detection Using Dynamic Conditional Random Fields PDF
Jie Yin, Derek Hao Hu, Qiang Yang
Robust Distance Metric Learning with Auxiliary Knowledge PDF
Zheng-Jun Zha, Tao Mei, Meng Wang, Zengfu Wang, Xian-Sheng Hua
Fast Active Tabu Search and its Application to Image Retrieval PDF
Chao Zhang, Hongyu Li, Qiyong Guo, Jinyuan Jia, I-Fan Shen
M3IC: Maximum Margin Multiple Instance Clustering PDF
Dan Zhang, Fei Wang, Luo Si, Tao Li
An Efficient Nonnegative Matrix Factorization Approach in Flexible Kernel Space PDF
Daoqiang Zhang, Wanquan Liu
Yi Zhang
Non-Metric Label Propagation PDF
Yin Zhang, Zhi-Hua Zhou
Multi-Class Classifiers and Their Underlying Shared Structure PDF
Volkan Vural, Glenn Fung, Romer Rosales, Jennifer G. Dy
Multiple Information Sources Cooperative Learning PDF
Xingquan Zhu, Ruoming Jin

Multidisciplinary Topics and Applications

Analysis of a Winning Computational Billiards Player PDF
Christopher Archibald, Alon Altman, Yoav Shoham
Generalized Clustergrams for Overlapping Biclusters PDF
Liviu Badea
Semi-Supervised Regression for Evaluating Convenience Store Location PDF
Xinxin Bai, Gang Chen, Qiming Tian, Wenjun Yin, Jin Dong
Using Entropy to Identify Shape and Text in Hand Drawn Diagrams PDF
Akshay Bhat, Tracy Anne Hammond
Combining Speech and Sketch to Interpret Unconstrained Descriptions of Mechanical Devices PDF
David Tyler Bischel, Thomas F. Stahovich, Randall Davis, Aaron Adler, Eric J. Peterson
Improving State Evaluation, Inference, and Search in Trick-Based Card Games PDF
Michael Buro, Jeffrey Richard Long, Timothy Furtak, Nathan Sturtevant
Suggesting Email View Filters for Triage and Search PDF
Mark Dredze, Bill N. Schilit, Peter Norvig
Sensing and Predicting the Pulse of the City through Shared Bicycling PDF
Jon Edward Froehlich, Joachim Neumann, Nuria Oliver
Topic Tracking Model for Analyzing Consumer Purchase Behavior PDF
Tomoharu Iwata, Shinji Watanabe, Takeshi Yamada, Naonori Ueda
Interpreting Written How-To Instructions PDF
Tessa Lau, Clemens Drews, Jeffrey W. Nichols
Is It Enough to Get the Behaviour Right? PDF
Hector Levesque
Drosophila Gene Expression Pattern Annotation through Multi-Instance Multi-Label Learning PDF
Ying-Xin Li, Shuiwang Ji, Sudhir Kumar, Jieping Ye, Zhi-Hua Zhou
Expressive Power-Based Resource Allocation for Data Centers PDF
Benjamin Lubin, Jeffrey O. Kephart, Rajarshi Das, David C. Parkes
Efficient Online Learning and Prediction of Users' Desktop Actions PDF
Omid Madani, Hung Bui, Eric Yeh
A Visual Approach to Sketched Symbol Recognition PDF
Tom Y. Ouyang, Randall Davis
Towards Context Aware Emotional Intelligence in Machines: Computing Contextual Appropriateness of Affective States PDF
Michal Ptaszynski, Pawel Dybala, Wenhan Shi, Rafal Rzepka, Kenji Araki
Representation and Synthesis of Melodic Expression PDF
Christopher Raphael
Simultaneous Discovery of Conservation Laws and Hidden Particles With Smith Matrix Decomposition PDF
Oliver Schulte
Learning to Follow Navigational Route Instructions PDF
Nobuyuki Shimizu, Andrew Haas
Efficient Dominant Point Algorithms for the Multiple Longest Common Subsequence (MLCS) Problem PDF
Qingguo Wang, Dmitry Korkin, Yi Shang

Natural Language Processing

Knowledge-Based WSD on Specific Domains: Performing Better than Generic Supervised WSD PDF
Eneko Agirre, Oier Lopez de Lacalle, Aitor Soroa
Web-Scale N-gram Models for Lexical Disambiguation PDF
Shane Bergsma, Dekang Lin, Randy Goebel
Explicit Versus Latent Concept Models for Cross-Language Information Retrieval PDF
Philipp Cimiano, Antje Schultz, Sergej Sizov, Philipp Sorg, Steffen Staab
Detection of Imperative and Declarative Question-Answer Pairs in Email Conversations PDF
Helen Kwong, Neil Yorke-Smith
Reading Between the Lines PDF
Loizos Michael
Improving Morphology Induction by Learning Spelling Rules PDF
Jason Naradowsky, Sharon Goldwater
Improving a Virtual Human Using a Model of Degrees of Grounding PDF
Antonio Roque, David Traum
On the Tip of My Thought: Playing the Guillotine Game PDF
Giovanni Semeraro, Pasquale Lops, Pierpaolo Basile, Marco de Gemmis
Introspection and Adaptable Model Integration for Dialogue-based Question Answering PDF
Daniel Sonntag
Context-Based Approach for Pivot Translation Services PDF
Rie Tanaka, Yohei Murakami, Toru Ishida
Online Graph Planarisation for Synchronous Parsing of Semantic and Syntactic Dependencies PDF
Ivan Titov, James Henderson, Paola Merlo, Gabriele Musillo
Computational Semantics of Noun Compounds in a Semantic Space Model PDF
Akira Utsumi
Probabilistic Counting with Randomized Storage PDF
Benjamin Van Durme, Ashwin Lall
Context-Sensitive Semantic Smoothing Using Semantically Relatable Sequences PDF
Kamaljeet S. Verma, Pushpak Bhattacharyya
Graph-Based Multi-Modality Learning for Topic-Focused Multi-Document Summarization PDF
Xiaojun Wan, Jianguo Xiao
Multiscale Analysis of Document Corpora Based on Diffusion Models PDF
Chang Wang, Sridhar Mahadevan
Wikispeedia: An Online Game for Inferring Semantic Distances between Concepts PDF
Robert West, Joelle Pineau, Doina Precup
Situated Resolution and Generation of Spatial Referring Expressions for Robotic Assistants PDF
Hendrik Zender, Geert-Jan M. Kruijff, Ivana Kruijff-Korbayová
On-line Evolutionary Exponential Family Mixture PDF
Jianwen Zhang, Yangqiu Song, Gang Chen, Changshui Zhang
Word Sense Disambiguation for All Words Without Hard Labor PDF
Zhi Zhong, Hwee Tou Ng

Planning and Scheduling

A Translation-based Approach to Contingent Planning PDF
Alexandre Albore, Héctor Palacios, Héctor Geffner
Translating HTNs to PDDL: A Small Amount of Domain Knowledge Can Go a Long Way PDF
Ronald Wayne Alford, Ugur Kuter, Dana Nau
Goal Recognition with Variable-Order Markov Models PDF
Marcelo Gabriel Armentano, Analía A. Amandi
Solving POMDPs: RTDP-Bel Versus Point-based Algorithms PDF
Blai Bonet, Hector Geffner
Incremental Heuristic Search for Planning with Temporally Extended Goals and Uncontrollable Events PDF
Adi Botea, Andre A. Cire
Equivalence Relations in Fully and Partially Observable Markov Decision Processes PDF
Pablo Samuel Castro, Prakash Panangaden, Doina Precup
Completeness and Optimality Preserving Reduction for Planning PDF
Yixin Chen, Guohui Yao
Stratified Planning PDF
Yixin Chen, You Xu, Guohui Yao
Temporal Planning in Domains with Linear Processes PDF
Amanda Coles, Andrew Coles, Maria Fox, Derek Long
Domain-Independent, Automatic Partitioning for Probabilistic Planning PDF
Peng Dai, Mausam, Daniel S Weld
Topological Order Planner for POMDPs PDF
Jilles Steeve Dibangoye, Guy Shani, Brahim Chaib-draa, Abdell-Illah Mouaddib
Optimal Symbolic Planning with Action Costs and Preferences PDF
Stefan Edelkamp, Peter Kissmann
Activity Recognition with Intended Actions PDF
Alfredo Gabaldon
Delaying Commitment in Plan Recognition Using Combinatory Categorial Grammars PDF
Christopher Geib
Learning Hierarchical Task Networks for Nondeterministic Planning Domains PDF
Chad Hogg, Ugur Kuter, Hector Munoz-Avila
Abnormal Activity Recognition based on HDP-HMM Models PDF
Derek Hao Hu, Xian-Xing Zhang, Jie Yin, Vincent Wenchen Zheng, Qiang Yang
Structured Plans and Observation Reduction for Plans with Contexts PDF
Wei Huang, Zhonghua Wen, Yunfei Jiang, Hong Peng
Cost-Optimal Planning with Landmarks PDF
Erez Karpas, Carmel Domshlak
Trees of Shortest Paths Versus Steiner Trees: Understanding and Improving Delete Relaxation Heuristics PDF
Emil Ragip Keyder, Hector Geffner
Efficient Abstraction and Refinement for Behavioral Description Based Web Service Composition PDF
Hyunyoung Kil, Wonhong Nam, Dongwon Lee
ReTrASE: Integrating Paradigms for Approximate Probabilistic Planning PDF
Andrey Kolobov, Mausam, Daniel S. Weld
Learning Probabilistic Hierarchical Task Networks to Capture User Preferences PDF
Nan Li, Subbarao Kambhampati, Sungwook Yoon
A Distributed Control Loop for Autonomous Recovery in a Multi-Agent Plan PDF
Roberto Micalizio
Monte-Carlo Exploration for Deterministic Planning PDF
Hootan Nakhost, Martin Müller
Planning with Partial Preference Models PDF
Tuan A. Nguyen, Minh B. Do, Subbarao Kambhampati, Biplav Srivastava
Plan Recognition as Planning PDF
Miquel Ramírez, Hector Geffner
Bayesian Real-time Dynamic Programming PDF
Scott Sanner, Robby Goetschalckx, Kurt Driessens, Guy Shani
HTN Planning with Preferences PDF
Shirin Sohrabi, Jorge A. Baier, Sheila A. McIlraith
A Context Driven Approach for Workflow Mining PDF
Fusun Yaman, Tim Oates, Mark Burstein
Learning HTN Method Preconditions and Action Models from Partial Observations PDF
Hankz Hankui Zhuo, Derek Hao Hu, Chad Hogg, Qiang Yang, Hector Munoz-Avila

Robotics and Vision

Adversarial Uncertainty in Multi-Robot Patrol PDF
Noa Agmon, Sarit Kraus, Gal A. Kaminka, Vladimir Sadov
Evaluating Description and Reference Strategies in a Cooperative Human-Robot Dialogue System PDF
Mary Ellen Foster, Manuel Giuliani, Amy Isard, Colin Matheson, Jon Oberlander, Alois Knoll
Incremental Phi*: Incremental Any-Angle Path Planning on Grids PDF
Alex Nash, Sven Koenig, Maxim Likhachev
Information-Lookahead Planning for AUV Mapping PDF
Zeyn A. Saigol, Richard W. Dearden, Jeremy L. Wyatt, Bramley J. Murton
Self-Supervised Aerial Images Analysis for Extracting Parking lot Structure PDF
Young-Woo Seo, Nathan Ratliff, Chris Urmson
Nonmyopic Adaptive Informative Path Planning for Multiple Robots PDF
Amarjeet Singh, Andreas Krause, William J. Kaiser
Learning Kinematic Models for Articulated Objects PDF
Jürgen Sturm, Vijay Pradeep, Cyrill Stachniss, Christian Plagemann, Kurt Konolige, Wolfram Burgard
A Computational Model for the Alignment of Hierarchical Scene Representations in Human-Robot Interaction PDF
Agnes Swadzba, Constanze Vorwerg, Sven Wachsmuth, Gert Rickheit
Domain-Guided Novelty Detection for Autonomous Exploration PDF
David Ray Thompson
Tractable Multi-Agent Path Planning on Grid Maps PDF
Ko-Hsin Cindy Wang, Adi Botea
Human Activity Encoding and Recognition Using Low-level Visual Features PDF
Zheshen Wang, Baoxin Li

Uncertainty in AI

Markov Network based Ontology Matching PDF
Sivan Gali Albagli, Solomon Eyal Shimony, Rachel Ben-Eliyahu-Zohary
Ceteris Paribus Preference Elicitation with Predictive Guarantees PDF
Yannis Dimopoulos, Loizos Michael, Fani Athienitou
Fast Recommendations using GAI Models PDF
Jean-Philippe Dubus, Christophe Gonzales, Patrice Perny
Multiobjective Optimization using GAI Models PDF
Jean-Philippe Dubus, Christophe Gonzales, Patrice Perny
Greedy Algorithms for Sequential Sensing Decisions PDF
Hannaneh Hajishirzi, Afsaneh Shirazi, Jaesik Choi, Eyal Amir
Generalized First Order Decision Diagrams for First Order Markov Decision Processes PDF
Saket Subhash Joshi, Kristian Kersting, Roni Khardon
Lifted Aggregation in Directed First-order Probabilistic Models PDF
Jacek Kisyński, Dawid Poole
Learning Conditional Preference Networks with Queries PDF
Frederic Koriche, Bruno Zanuttini
A Sparse Covariance Function for Exact Gaussian Process Inference in Large Datasets PDF
Arman Melkumyan, Fabio Tozeto Ramos
CTPPL: A Continuous Time Probabilistic Programming Language PDF
Avi Pfeffer
Speeding Up Exact Solutions of Interactive Dynamic Influence Diagrams Using Action Equivalence PDF
Yifeng Zeng, Prashant Doshi
Testing Edges by Truncations PDF
Ilya Shpitser, Thomas S. Richardson, James M. Robins
Variable and Value Ordering for MPE Search PDF
Sajjad Ahmed Siddiqi, Jinbo Huang
Parameter Identification in a Class of Linear Structural Equation Models PDF
Jin Tian
Learning a Value Analysis Tool For Agent Evaluation PDF
Martha White, Michael Bowling
Efficient Computation of Jointree Bounds for Systematic MAP Search PDF
Changhe Yuan, Eric A. Hansen
A Syntax-based Framework for Merging Imprecise Probabilistic Logic Programs PDF
Anbu Yue, Weiru Liu
Speeding Up Inference in Markov Logic Networks by Preprocessing to Reduce the Size of the Resulting Grounded Network PDF
Jude Shavlik, Sriraam Natarajan
A General Approach to Environment Design with One Agent PDF
Haoqi Zhang, Yiling Chen, David C. Parkes

Web and Knowledge-Based Information Systems

DL-liteR in the Light of Propositional Logic for Decentralized Data Management PDF
Nada Abdallah, Francois Goasdoue, Marie-Christine Rousset
Sketching Techniques for Collaborative Filtering PDF
Yoram Bachrach, Ely Porat, Jeffrey S. Rosenschein
Spatial Processes for Recommender Systems PDF
Fabian Bohnert, Daniel F. Schmidt, Ingrid Zukerman
Dynamic Selection of Ontological Alignments: A Space Reduction Mechanism PDF
Paul Doran, Valentina Tamma, Terry R. Payne, Ignazio Palmisano
Improving Search In Social Networks by Agent Based Mining PDF
Anil Gursel, Sandip Sen
Consequence-Driven Reasoning for Horn SHIQ Ontologies PDF
Yevgeny Kazakov
Efficient Estimation of Influence Functions for SIS Model on Social Networks PDF
Masahiro Kimura, Kazumi Saito, Hiroshi Motoda
Can Movies and Books Collaborate? Cross-Domain Collaborative Filtering for Sparsity Reduction PDF
Bin Li, Qiang Yang, Xiangyang Xue
Using Web Photos for Measuring Video Frame Interestingness PDF
Feng Liu, Yuzhen Niu, Michael Gleicher
A Content-Based Method to Enhance Tag Recommendation PDF
Yu-Ta Lu, Shoou-I Yu, Tsung-Chieh Chang, Jane Yung-jen Hsu
Conjunctive Query Answering in the Description Logic EL using a Relational Database System PDF
Carsten Lutz, David Toman, David Toman, Frank Wolter, Frank Wolter
Exploiting Background Knowledge to Build Reference Sets for Information Extraction PDF
Matthew Michelson, Craig A. Knoblock
Large-Scale Taxonomy Mapping for Restructuring and Integrating Wikipedia PDF
Simone Paolo Ponzetto, Roberto Navigli
Towards Ontology Learning from Folksonomies PDF
Jie Tang, Ho-fung Leung, Qiong Luo, Dewei Chen, Jibin Gong
Streamlining Attacks on CAPTCHAs with a Computer Game PDF
Jeff Yan, Su-Yang Yu
Incorporating User Behaviors in New Word Detection PDF
Yabin Zheng, Zhiyuan Liu, Maosong Sun, Liyun Ru, Yang Zhang