Best PAPER AWARD
Fast Graph Stream Classification Using Discriminative Clique Hashing, Lianhua Chi, Bin Li, Xingquan Zhu

Best Paper Runner up Award
One-Class Transfer Learning with Uncertain Data, Bo Liu, Philip Yu, Yanshan Xiao, Zhifeng Hao

Best Application Paper Award
On Linear Refinement of Differential Privacy-Preserving Query Answering, Xiaowei Ying, Xintao Wu, Yue Wang

Best Application Paper Runner up Award
ProCF: Generalising Probabilistic Collaborative Filtering for Reciprocal Recommendation, Xiongcai Cai, Michael Bain, Alfred Krzywicki, Wayne Wobcke, Yang Sok Kim, Paul Compton, Ashesh Mahidadia

Best Student Paper Award
Efficient Mining of Contrast Patterns on Large Scale Imbalanced Real-life Data, Jinjiu Li, Can Wang, Wei Wei, Mu Li, Chunming Liu

Best Student Paper Runner up Award
Matrix Factorization with Aggregated Observations, Yoshifumi Aimoto, Hisashi Kashima