Presentations and Authors


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Track:
 

Agent-Based and Multiagent Systems

Simulating the Emergence of Grammatical Agreement in Multi-Agent Language Games PDF
Katrien Beuls, Sebastian Höfer
AstonCAT-Plus: An Efficient Specialist for the TAC Market Design Tournament PDF
Meng Chang, Minghua He, Xudong Luo
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
Generalizing Envy-Freeness Toward Group of Agents PDF
Taiki Todo, Runcong Li, Xuemei Hu, Takayuki Mouri, Atsushi Iwasaki, Makoto Yokoo
Reasoning About Preferences in Intelligent Agent Systems PDF
Simeon Visser, John Thangarajah, James Harland

Constraints, Satisfiability, and Search

Tractable Set Constraints PDF
Manuel Bodirsky, Martin Hils, Alex Krimkevich
Constraint Satisfaction Problems: Convexity Makes AllDifferent Constraints Tractable PDF
Michael Fellows, Tobias Friedrich, Danny Hermelin, Nina Narodytska, Frances Rosamond
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

Knowledge Representation, Reasoning, and Logic

Interval-Based Possibilistic Logic PDF
Salem Benferhat, Julien Hué, Sylvain Lagrue, Julien Rossit
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
Consequence-Based Reasoning beyond Horn Ontologies PDF
František Simančík, Yevgeny Kazakov, Ian Horrocks

Machine Learning

An Efficient Framework for Constructing Generalized Locally-Induced Text Metrics PDF
Saeed Amizadeh, Shuguang Wang, Milos Hauskrecht
Increasing the Scalability of the Fitting of Generalised Block Models for Social Networks PDF
Jeffrey Chan, Samantha Lam, Conor Hayes
Continuous Correlated Beta Processes PDF
Robby Goetschalckx, Pascal Poupart, Jesse Hoey
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
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
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
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
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
On the Utility of Curricula in Unsupervised Learning of Probabilistic Grammars PDF
Kewei Tu, Vasant Honavar
Fast Nonnegative Matrix Tri-Factorization for Large-Scale Data Co-Clustering PDF
Hua Wang, Feiping Nie, Heng Huang, Fillia Makedon
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
L2,1-Norm Regularized Discriminative Feature Selection for Unsupervised PDF
Yi Yang, Heng Tao Shen, Zhigang Ma, Zi Huang, Xiaofang Zhou
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

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
Feature Learning for Activity Recognition in Ubiquitous Computing PDF
Thomas Ploetz, Nils Y. Hammerla, Patrick L. Olivier

Natural-Language Processing

Semantic Relationship Discovery with Wikipedia Structure PDF
Fan Bu, Yu Hao, Xiaoyan Zhu

Planning and Scheduling

Transfer Learning for Activity Recognition via Sensor Mapping PDF
Derek Hao Hu, Qiang Yang
Computing Perfect Heuristics in Polynomial Time: On Bisimulation and Merge-and-Shrink Abstraction in Optimal Planning PDF
Raz Nissim, Joerg Hoffmann, Malte Helmert
Large Neighborhood Search and Adaptive Randomized Decompositions for Flexible Jobshop Scheduling PDF
Dario Pacino, Pascal Van Hentenryck

Robotics and Vision

Accommodating Human Variability in Human-Robot Teams through Theory of Mind PDF
Laura M. Hiatt, Anthony M. Harrison, J. Gregory Trafton

Uncertainty in AI

Finding (α,ϑ)-Solutions Via Sampled SCSPs PDF
Roberto Rossi, Brahim Hnich, S. Armagan Tarim, Steven Prestwich

Web and Knowledge-Based Information Systems

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
Multi-Perspective Linking of News Articles within a Repository PDF
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 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
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
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
Resource-Bounded Crowd-Sourcing of Commonsense Knowledge PDF
Yen-Ling Kuo, Jane Yung-jen Hsu
Learning to Identify Review Spam PDF
Fangtao Huang Li, Minlie Huang, Yi Yang, Xiaoyan Zhu
Learning 3D Geological Structure from Drill-Rig Sensors for Automated Mining PDF
Sildomar Takahashi Monteiro, Joop van de Ven, Fabio Ramos, Peter Hatherly

Best Paper Track

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
Ties Matter: Complexity of Voting Manipulation Revisited PDF
Svetlana Obraztsova, Edith Elkind, Noam Hazon
Active Exploration for Robust Object Detection PDF
Javier Velez, Garrett Hemann, Albert S. Huang, Ingmar Posner, Nicholas Roy
Large Linear Classification When Data Cannot Fit in Memory PDF
Hsiang-Fu Yu, Cho-Jui Hsieh, Kai-Wei Chang, Chih-Jen Lin

Doctoral Consortium

A Trust and Reputation Model for Supply Chain Mangement PDF
Yasaman Haghpanah
Graph Pruning and Symmetry Breaking On Grid Maps PDF
Daniel Damir Harabor