| 2016 | Matrix Profile II: Exploiting a Novel Algorithm and GPUs to Break the One Hundred Million Barrier for Time Series Motifs and Joins. | Yan Zhu, Zachary Zimmerman, Nader Shakibay Senobari, Chin-Chia Michael Yeh, Gareth J. Funning, Abdullah Mueen, Philip Brisk, Eamonn J. Keogh |
| 2016 | Measuring Patient Similarities via a Deep Architecture with Medical Concept Embedding. | Zihao Zhu, Changchang Yin, Buyue Qian, Yu Cheng, Jishang Wei, Fei Wang |
| 2016 | Multi-label Learning with Emerging New Labels. | Yue Zhu, Kai Ming Ting, Zhi-Hua Zhou |
| 2016 | A Bayesian Nonparametric Approach to Dynamic Dyadic Data Prediction. | Fengyuan Zhu, Guangyong Chen, Pheng-Ann Heng |
| 2016 | Gaussian Component Based Index for GMMs. | Linfei Zhou, Bianca Wackersreuther, Frank Fiedler, Claudia Plant, Christian Bhm |
| 2016 | Bi-Level Rare Temporal Pattern Detection. | Dawei Zhou, Jingrui He, Yu Cao, Jae-sun Seo |
| 2016 | Graph-Structured Sparse Optimization for Connected Subgraph Detection. | Baojian Zhou, Feng Chen |
| 2016 | To be or Not to be Friends: Exploiting Social Ties for Venture Investments. | Hao Zhong, Chuanren Liu, Xinjiang Lu, Hui Xiong |
| 2016 | Authenticating Web User's Identity through Browsing Sequences Modeling. | Peihai Zhao, ChunGang Yan, Changjun Jiang |
| 2016 | Group Preference Aggregation: A Nash Equilibrium Approach. | Hongke Zhao, Qi Liu, Yong Ge, Ruoyan Kong, Enhong Chen |
| 2016 | Multi-resolution Spatial Event Forecasting in Social Media. | Liang Zhao, Feng Chen, Chang-Tien Lu, Naren Ramakrishnan |
| 2016 | ROM: A Robust Online Multi-task Learning Approach. | Chi Zhang, Peilin Zhao, Shuji Hao, Yeng Chai Soh, Bu-Sung Lee |
| 2016 | Dynamic Poisson Factor Analysis. | Yizhe Zhang, Yue Zhao, Lawrence David, Ricardo Henao, Lawrence Carin |
| 2016 | Homophily, Structure, and Content Augmented Network Representation Learning. | Daokun Zhang, Jie Yin, Xingquan Zhu, Chengqi Zhang |
| 2016 | Inferring Latent Network from Cascade Data for Dynamic Social Recommendation. | Qin Zhang, Jia Wu, Peng Zhang, Guodong Long, Ivor W. Tsang, Chengqi Zhang |
| 2016 | Predicting COPD Failure by Modeling Hazard in Longitudinal Clinical Data. | Jianfei Zhang, Shengrui Wang, Josiane Courteau, Lifei Chen, Aurlien Bach, Alain Vanasse |
| 2016 | Probabilistic-Mismatch Anomaly Detection: Do One's Medications Match with the Diagnoses. | Lingxiao Zhang, Xiang Li, Haifeng Liu, Jing Mei, Gang Hu, Junfeng Zhao, Yanzhen Zou, Bing Xie, Guotong Xie |
| 2016 | Multi-type Co-clustering of General Heterogeneous Information Networks via Nonnegative Matrix Tri-Factorization. | Xianchao Zhang, Haixin Li, Wenxin Liang, Jiebo Luo |
| 2016 | Scalable Discrete Supervised Hash Learning with Asymmetric Matrix Factorization. | Shifeng Zhang, Jianmin Li, Jinma Guo, Bo Zhang |
| 2016 | HogWild++: A New Mechanism for Decentralized Asynchronous Stochastic Gradient Descent. | Huan Zhang, Cho-Jui Hsieh, Venkatesh Akella |
| 2016 | Fixing the Convergence Problems in Parallel Asynchronous Dual Coordinate Descent. | Huan Zhang, Cho-Jui Hsieh |
| 2016 | Reliable Gender Prediction Based on Users' Video Viewing Behavior. | Jie Zhang, Kuang Du, Ruihua Cheng, Zhi Wei, Chenguang Qin, Huaxin You, Sha Hu |
| 2016 | Low-Rank Sparse Feature Selection for Patient Similarity Learning. | Mengting Zhan, Shilei Cao, Buyue Qian, Shiyu Chang, Jishang Wei |
| 2016 | Stick Must Fall: Using Machine Learning to Predict Human Error in Virtual Balancing Task. | Irina Zgonnikova, Arkady Zgonnikov, Shigeru Kanemoto |
| 2016 | Communities in Preference Networks: Refined Axioms and Beyond. | Gang Zeng, Yuyi Wang, Juhua Pu, Xingwu Liu, Xiaoming Sun, Jialin Zhang |