| 2016 | Random Walk with Restart over Dynamic Graphs. | Weiren Yu, Julie A. McCann |
| 2016 | SeBPR: Semantics Enhanced Bayesian Personalized Ranking with Comparable Item Pairs. | Penghua Yu, Lanfen Lin |
| 2016 | Incorporating Pre-Training in Long Short-Term Memory Networks for Tweets Classification. | Shuhan Yuan, Xintao Wu, Yang Xiang |
| 2016 | Deep Convolutional Factor Analyser for Multivariate Time Series Modeling. | Chao Yuan, Amit Chakraborty |
| 2016 | Informed Design Platform: Interpreting "Big Data" to Adaptive Place Designs. | Linlin You, Bige Tuner |
| 2016 | Mining Effective Subsequences with Application in Marketing Attribution. | Zi Yin, Ying Li, Pietro Mazzoleni, Yuanyuan Shen |
| 2016 | College Student Scholarships and Subsidies Granting: A Multi-modal Multi-label Approach. | Han-Jia Ye, De-Chuan Zhan, Xiaolin Li, Zhen-Chuan Huang, Yuan Jiang |
| 2016 | Generalized Independent Subspace Clustering. | Wei Ye, Samuel Maurus, Nina C. Hubig, Claudia Plant |
| 2016 | Matrix Profile I: All Pairs Similarity Joins for Time Series: A Unifying View That Includes Motifs, Discords and Shapelets. | Chin-Chia Michael Yeh, Yan Zhu, Liudmila Ulanova, Nurjahan Begum, Yifei Ding, Hoang Anh Dau, Diego Furtado Silva, Abdullah Mueen, Eamonn J. Keogh |
| 2016 | Matrix Profile III: The Matrix Profile Allows Visualization of Salient Subsequences in Massive Time Series. | Chin-Chia Michael Yeh, Helga Van Herle, Eamonn J. Keogh |
| 2016 | POI Recommendation: A Temporal Matching between POI Popularity and User Regularity. | Zijun Yao, Yanjie Fu, Bin Liu, Yanchi Liu, Hui Xiong |
| 2016 | Spatio-Temporal Site Recommendation. | Guolei Yang, Andreas Zfle |
| 2016 | Visualization Method Based on Contour Map. | Rui Yang, Yukio Ohsawa |
| 2016 | Dynamic Contextual Multi Arm Bandits in Display Advertisement. | Hongxia Yang, Quan Lu |
| 2016 | Functional Regression with Mode-Sparsity Constraint. | Pei Yang, Jingrui He |
| 2016 | Heterogeneous Representation Learning with Structured Sparsity Regularization. | Pei Yang, Jingrui He |
| 2016 | Discovering Multi-type Correlated Events with Time Series for Exception Detection of Complex Systems. | Peng Xun, Peidong Zhu, Cunlu Li, Haoyang Zhu |
| 2016 | Topic Discovery for Short Texts Using Word Embeddings. | Guangxu Xun, Vishrawas Gopalakrishnan, Fenglong Ma, Yaliang Li, Jing Gao, Aidong Zhang |
| 2016 | Aligned Matrix Completion: Integrating Consistency and Independency in Multiple Domains. | Linli Xu, Zaiyi Chen, Qi Zhou, Enhong Chen, Nicholas Jing Yuan, Xing Xie |
| 2016 | Regularizing Deep Convolutional Neural Networks with a Structured Decorrelation Constraint. | Wei Xiong, Bo Du, Lefei Zhang, Ruimin Hu, Dacheng Tao |
| 2016 | A Novel Pre-Classification Based kNN Algorithm. | Huahua Xie, Dong Liang, Zhaojing Zhang, Hao Jin, Chen Lu, Yi Lin |
| 2016 | Spectrum-Revealing Cholesky Factorization for Kernel Methods. | Jianwei Xiao, Ming Gu |
| 2016 | Hierarchical Temporal Memory Method for Time-Series-Based Anomaly Detection. | Jia Wu, Weiru Zeng, Zhe Chen, Xue-Fei Tang |
| 2016 | Canonical Consistent Weighted Sampling for Real-Value Weighted Min-Hash. | Wei Wu, Bin Li, Ling Chen, Chengqi Zhang |
| 2016 | Modelling Sentence Generation from Sum of Word Embedding Vectors as a Mixed Integer Programming Problem. | Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun |