Artificial Intelligence and the Web
| Fused Matrix Factorization with Geographical and Social Influence in Location-Based Social Networks | |
| Chen Cheng, Haiqin Yang, Irwin King, Michael R. Lyu |
| A Mouse-Trajectory Based Model for Predicting Query-URL Relevance | |
| Song Hengjie, Ruoxue Liao, Xiangliang Zhang, Chunyan Miao, Qiang Yang |
| Discovering Spammers in Social Networks | |
| Yin Zhu, Xiao Wang, Erheng Zhong, Nathan N. Liu, He Li, Qiang Yang |
Computational Sustainability and Artificial Intelligence
| Sustaining Economic Exploitation of Complex Ecosystems in Computational Models of Coupled Human-Natural Networks | |
| Neo D. Martinez, Perrine Tonnin, Barbara Bauer, Rosalyn C. Rael, Rahul Singh, Sangyuk Yoon, Ilmi Yoon, Jennifer A. Dunne |
| An Efficient Simulation-Based Approach to Ambulance Fleet Allocation and Dynamic Redeployment | |
| Yisong Yue, Lavanya Marla, Ramayya Krishnan |
Knowledge-Based Information Systems
| Transfer Learning in Collaborative Filtering with Uncertain Ratings | |
| Weike Pan, Evan W. Xiang, Qiang Yang |
Knowledge Representation and Reasoning
| A Well-Founded Semantics for Basic Logic Programs with Arbitrary Abstract Constraint Atoms | |
| Yisong Wang, Fangzhen Lin, Mingyi Zhang, Jia-Huai You |
Machine Learning
| Sparse Probabilistic Relational Projection | |
| Wu-Jun Li, Dit-Yan Yeung |
| Unsupervised Feature Selection Using Nonnegative Spectral Analysis | |
| Zechao Li, Yi Yang, Jing Liu, Xiaofang Zhou, Hanqing Lu |
| Transfer Learning with Graph Co-Regularization | |
| Mingsheng Long, Jianmin Wang, Guiguang Ding, Dou Shen, Qiang Yang |
| Online Kernel Selection: Algorithms and Evaluations | |
| Tianbao Yang, Mehrdad Mahdavi, Rong Jin, Jinfeng Yi, Steven C.H. Hoi |
| Pairwise Exemplar Clustering | |
| Yingzhen Yang, Xinqi Chu, Feng Liang, Thomas S. Huang |
| Approximate Policy Iteration with Linear Action Models | |
| Hengshuai Yao, Csaba Szepesvari |
| Supervised Probabilistic Robust Embedding with Sparse Noise | |
| Yu Zhang, Dit-Yan Yeung, Eric P. Xing |
Multiagent Systems
| Sample Bounded Distributed Reinforcement Learning for Decentralized POMDPs | |
| Bikramjit Banerjee, Jeremy Lyle, Landon Kraemer, Rajesh Yellamraju |
| Optimal Proportional Cake Cutting with Connected Pieces | |
| Xiaohui Bei, Ning Chen, Xia Hua, Biaoshuai Tao, Endong Yang |
Natural-Language Processing
| Sembler: Ensembling Crowd Sequential Labeling for Improved Quality | |
| Xian Wu, Wei Fan, Yong Yu |
| Similarity Is Not Entailment — Jointly Learning Similarity Transformation for Textual Entailment | |
| Ken-ichi Yokote, Danushka Bollegala, Mitsuru Ishizuka |
Spotlight
| PROTECT: An Application of Computational Game Theory for the Security of the Ports of the United States | |
| Eric Anyung Shieh, Bo An, Rong Yang, Milind Tambe, Craig Baldwin, Joseph DiRenzo, Ben Maule, Garrett Meyer |
Student Abstracts
| Recommending Related Microblogs: A Comparison Between Topic and WordNet based Approaches | |
| Xing Chen, Lin Li, Guandong Xu, Zhenglu Yang, Masaru Kitsuregawa |
| Large Scale Temporal RDFS Reasoning Using MapReduce | |
| Chang Liu, Guilin Qi, Yong Yu |