Agent-Based and Multiagent Systems
| Simulating the Emergence of Grammatical Agreement in Multi-Agent Language Games | |
| Katrien Beuls, Sebastian Höfer |
| AstonCAT-Plus: An Efficient Specialist for the TAC Market Design Tournament | |
| Meng Chang, Minghua He, Xudong Luo |
| Max-Prob: An Unbiased Rational Decision Making Procedure for Multiple-Adversary Environments | |
| Anat Hashavit, Shaul Markovitch |
| A Dynamic Logic of Normative Systems | |
| Andreas Herzig, Emiliano Lorini, Frederic Moisan, Nicolas Troquard |
| Considerate Equilibrium | |
| Martin Hoefer, Michal Penn, Maria Polukarov, Alexander Skopalik, Berthold Vöcking |
| Model Checking Knowledge in Pursuit Evasion Games | |
| Xiaowei Huang, Patrick Maupin, Ron van der Meyden |
| Generalizing Envy-Freeness Toward Group of Agents | |
| Taiki Todo, Runcong Li, Xuemei Hu, Takayuki Mouri, Atsushi Iwasaki, Makoto Yokoo |
| Reasoning About Preferences in Intelligent Agent Systems | |
| Simeon Visser, John Thangarajah, James Harland |
Constraints, Satisfiability, and Search
| Tractable Set Constraints | |
| Manuel Bodirsky, Martin Hils, Alex Krimkevich |
| Constraint Satisfaction Problems: Convexity Makes AllDifferent Constraints Tractable | |
| Michael Fellows, Tobias Friedrich, Danny Hermelin, Nina Narodytska, Frances Rosamond |
| Dynamic SAT with Decision Change Costs: Formalization and Solutions | |
| Daisuke Hatano, Katsutoshi Hirayama |
| Minimization for Generalized Boolean Formulas | |
| Edith Hemaspaandra, Henning Schnoor |
| Read-Once Resolution for Unsatisfiability-Based Max-SAT Algorithms | |
| Federico Heras, Joao Marques-Silva |
| Real-Time Heuristic Search with Depression Avoidance | |
| Carlos Hernandez, Jorge A Baier |
Knowledge Representation, Reasoning, and Logic
| Interval-Based Possibilistic Logic | |
| Salem Benferhat, Julien Hué, Sylvain Lagrue, Julien Rossit |
| Multidimensional Mereotopology with Betweenness | |
| Torsten Hahmann, Michael Gruninger |
| Generalising the Interaction Rules in Probabilistic Logic | |
| Arjen Hommersom, Peter J. F. Lucas |
| Generalized Planning: Synthesizing Plans that Work for Multiple Environments | |
| Yuxiao Hu, Giuseppe De Giacomo |
| Consequence-Based Reasoning beyond Horn Ontologies | |
| František Simančík, Yevgeny Kazakov, Ian Horrocks |
Machine Learning
| An Efficient Framework for Constructing Generalized Locally-Induced Text Metrics | |
| Saeed Amizadeh, Shuguang Wang, Milos Hauskrecht |
| Increasing the Scalability of the Fitting of Generalised Block Models for Social Networks | |
| Jeffrey Chan, Samantha Lam, Conor Hayes |
| Continuous Correlated Beta Processes | |
| Robby Goetschalckx, Pascal Poupart, Jesse Hoey |
| On Trivial Solution and Scale Transfer Problems in Graph Regularized NMF | |
| Quanquan Gu, Chris Ding, Jiawei Han |
| Joint Feature Selection and Subspace Learning | |
| Quanquan Gu, Zhenhui Li, Jiawei Han |
| Fast Approximate Nearest-Neighbor Search with k-Nearest Neighbor Graph | |
| Kiana Hajebi, Yasin Abbasi-Yadkori, Hossein Shahbazi, Hong Zhang |
| Gaussianity Measures for Detecting the Direction of Causal Time Series | |
| José Miguel Hernández-Lobato, Pablo Morales-Mombiela, Alberto Suárez |
| Feature Selection Via Joint Embedding Learning and Sparse Regression | |
| Chenping Hou, Feiping Nie, Dongyun Yi, Yi Wu |
| Cluster Indicator Decomposition for Efficient Matrix Factorization | |
| Dijun Luo, Chris Ding, Heng Huang |
| Ball Ranking Machines for Content-Based Multimedia Retrieval | |
| Dijun Luo, Heng Huang |
| Combining Supervised and Unsupervised Models Via Unconstrained Probabilistic Embedding | |
| Xudong Ma, Ping Luo, Fuzhen Zhuang, Qing He, Zhongzhi Shi, Zhiyong Shen |
| Distribution-Aware Online Classifiers | |
| Tam T. Nguyen, Kuiyu Chang, Cheung Siu Hui |
| Robust Principal Component Analysis with Non-Greedy ℓ1-Norm Maximization | |
| Feiping Nie, Heng Huang, Chris Ding, Dijun Luo, Hua Wang |
| Biclustering-Driven Ensemble of Bayesian Belief Network Classifiers for Underdetermined Problems | |
| Tatdow Pansombut, William Hendrix, Zekai J. Gao, Brent E. Harrison, Nagiza F. Samatova |
| Classification of Emerging Extreme Event Tracks in Multivariate Spatio-Temporal Physical Systems Using Dynamic Network Structures: Application to Hurricane Track Prediction | |
| Huseyin Sencan, Zhengzhang Chen, William Hendrix, Tatdow Pansombut, Frederick Semazzi, Alok Choudhary, Vipin Kumar, Anatoli V. Melechko, Nagiza F. Samatova |
| On the Utility of Curricula in Unsupervised Learning of Probabilistic Grammars | |
| Kewei Tu, Vasant Honavar |
| Fast Nonnegative Matrix Tri-Factorization for Large-Scale Data Co-Clustering | |
| Hua Wang, Feiping Nie, Heng Huang, Fillia Makedon |
| Learning to Rank Under Multiple Annotators | |
| Ou Wu, Weiming Hu, Jun Gao |
| Similarity-Based Approach for Positive and Unlabelled Learning | |
| Yanshan Xiao, Bo Liu, Jie Yin, Longbing Cao, Chengqi Zhang, Zhifeng Hao |
| L2,1-Norm Regularized Discriminative Feature Selection for Unsupervised | |
| Yi Yang, Heng Tao Shen, Zhigang Ma, Zi Huang, Xiaofang Zhou |
| Multi-Kernel Multi-Label Learning with Max-Margin Concept Network | |
| Wei Zhang, Xiangyang Xue, Jianping Fan, Xiaojing Huang, Bin Wu, Mingjie Liu |
| Pattern Field Classification with Style Normalized Transformation | |
| Xu-Yao Zhang, Kaizhu Huang, Cheng-Lin Liu |
Multidisciplinary Topics And Applications
| Effective and Efficient Microprocessor Design Space Exploration Using Unlabeled Design Configurations | |
| Qi Guo, Tianshi Chen, Yunji Chen, Zhi-Hua Zhou, Weiwu Hu, Zhiwei Xu |
| Visual Task Inference Using Hidden Markov Models | |
| Amin Haji Abolhassani, James J. Clark |
| The Role of Intention Recognition in the Evolution of Cooperative Behavior | |
| The Anh Han, Luis Moniz Pereira, Francisco C. Santos |
| Multi-Select Faceted Navigation Based on Minimum Description Length Principle | |
| Chao He, Xueqi Cheng, Jiafeng Guo, Huawei Shen |
| Modeling Situation Awareness in Human-Like Agents Using Mental Models | |
| Mark Hoogendoorn, Rianne Maaike van Lambalgen, Jan Treur |
| Feature Learning for Activity Recognition in Ubiquitous Computing | |
| Thomas Ploetz, Nils Y. Hammerla, Patrick L. Olivier |
Natural-Language Processing
| Semantic Relationship Discovery with Wikipedia Structure | |
| Fan Bu, Yu Hao, Xiaoyan Zhu |
Planning and Scheduling
| Transfer Learning for Activity Recognition via Sensor Mapping | |
| Derek Hao Hu, Qiang Yang |
| Computing Perfect Heuristics in Polynomial Time: On Bisimulation and Merge-and-Shrink Abstraction in Optimal Planning | |
| Raz Nissim, Joerg Hoffmann, Malte Helmert |
| Large Neighborhood Search and Adaptive Randomized Decompositions for Flexible Jobshop Scheduling | |
| Dario Pacino, Pascal Van Hentenryck |
Robotics and Vision
| Accommodating Human Variability in Human-Robot Teams through Theory of Mind | |
| Laura M. Hiatt, Anthony M. Harrison, J. Gregory Trafton |
Uncertainty in AI
| Finding (α,ϑ)-Solutions Via Sampled SCSPs | |
| Roberto Rossi, Brahim Hnich, S. Armagan Tarim, Steven Prestwich |
Web and Knowledge-Based Information Systems
| Relevance Feedback between Web Search and the Semantic Web | |
| Harry R. Halpin, Victor Lavrenko |
| Finding the Hidden Gems: Recommending Untagged Music | |
| Ben Horsburgh, Susan Craw, Stewart Massie, Robin Boswell |
| Multi-Perspective Linking of News Articles within a Repository | |
| Arpit Khurdiya, Lipika Dey, Nidhi Raj, Sk. Mirajul Haque |
Special Track on Integrated and Embedded AI
| Enhancing Search Results with Semantic Annotation Using Augmented Browsing | |
| 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 | |
| Bao Tu Ho, Chi Hieu Dam, Ayumu Sugiyama |
| Sketch Recognition Algorithms for Comparing Complex and Unpredictable Shapes | |
| Martin Field, Stephanie Valentine, Julie Linsey, Tracy Hammond |
| Exploiting Probabilistic Knowledge under Uncertain Sensing for Efficient Robot Behaviour | |
| Marc Hanheide, Charles Gretton, Richard W Dearden, Nick A Hawes, Jeremy L Wyatt, Andrzej Pronobis, Alper Aydemir, Moritz Göbelbecker, Hendrik Zender |
| Learning Compact Visual Descriptor for Low Bit Rate Mobile Landmark Search | |
| Rongrong Ji, Ling-Yu Duan, Jie Chen, Hongxun Yao, Tiejun Huang, Wen Gao |
| Resource-Bounded Crowd-Sourcing of Commonsense Knowledge | |
| Yen-Ling Kuo, Jane Yung-jen Hsu |
| Learning to Identify Review Spam | |
| Fangtao Huang Li, Minlie Huang, Yi Yang, Xiaoyan Zhu |
| Learning 3D Geological Structure from Drill-Rig Sensors for Automated Mining | |
| Sildomar Takahashi Monteiro, Joop van de Ven, Fabio Ramos, Peter Hatherly |
Best Paper Track
| Measuring the Good and the Bad in Inconsistent Information | |
| John Grant, Anthony Hunter |
| A Correctness Result for Reasoning about One-Dimensional Planning Problems | |
| Yuxiao Hu, Hector Levesque |
| Ties Matter: Complexity of Voting Manipulation Revisited | |
| Svetlana Obraztsova, Edith Elkind, Noam Hazon |
| Active Exploration for Robust Object Detection | |
| Javier Velez, Garrett Hemann, Albert S. Huang, Ingmar Posner, Nicholas Roy |
| Large Linear Classification When Data Cannot Fit in Memory | |
| Hsiang-Fu Yu, Cho-Jui Hsieh, Kai-Wei Chang, Chih-Jen Lin |
Doctoral Consortium
| A Trust and Reputation Model for Supply Chain Mangement | |
| Yasaman Haghpanah |
| Graph Pruning and Symmetry Breaking On Grid Maps | |
| Daniel Damir Harabor |