| 2016 | Phishing Detection on Twitter Streams. | Se Yeong Jeong, Yun Sing Koh, Gillian Dobbie |
| 2016 | Denoising Time Series by Way of a Flexible Model for Phase Space Reconstruction. | Sk. Minhazul Islam, Arunava Banerjee |
| 2016 | Reusing Extracted Knowledge in Genetic Programming to Solve Complex Texture Image Classification Problems. | Muhammad Iqbal, Bing Xue, Mengjie Zhang |
| 2016 | Analyzing Similarities of Datasets Using a Pattern Set Kernel. | A. Ibrahim, P. S. Sastry, Shivakumar Sastry |
| 2016 | Parallel Discord Discovery. | Tian Huang, Yongxin Zhu, Yishu Mao, Xinyang Li, Mengyun Liu, Yafei Wu, Yajun Ha, Gillian Dobbie |
| 2016 | Linear Upper Confidence Bound Algorithm for Contextual Bandit Problem with Piled Rewards. | Kuan-Hao Huang, Hsuan-Tien Lin |
| 2016 | Will I Win Your Favor? Predicting the Success of Altruistic Requests. | Hsun-Ping Hsieh, Rui Yan, Cheng-Te Li |
| 2016 | Matching Product Offers of E-Shops. | Andrea Horch, Holger Kett, Anette Weisbecker |
| 2016 | Matrices, Compression, Learning Curves: Formulation, and the GroupNteach Algorithms. | Bryan Hooi, Hyun Ah Song, Evangelos E. Papalexakis, Rakesh Agrawal, Christos Faloutsos |
| 2016 | Imbalanced ELM Based on Normal Density Estimation for Binary-Class Classification. | Yu-Lin He, Rana Aamir Raza Ashfaq, Joshua Zhexue Huang, Xizhao Wang |
| 2016 | A Greedy Algorithm to Construct L1 Graph with Ranked Dictionary. | Shuchu Han, Hong Qin |
| 2016 | Predicting Post-operative Visual Acuity for LASIK Surgeries. | Manish Gupta, Prashant Gupta, Pravin K. Vaddavalli, Asra Fatima |
| 2016 | Image Segmentation with Superpixel Based Covariance Descriptor. | Xianbin Gu, Martin K. Purvis |
| 2016 | Hash Learning with Convolutional Neural Networks for Semantic Based Image Retrieval. | Jinma Guo, Shifeng Zhang, Jianmin Li |
| 2016 | Personal Credit Profiling via Latent User Behavior Dimensions on Social Media. | Guangming Guo, Feida Zhu, Enhong Chen, Le Wu, Qi Liu, Yingling Liu, Minghui Qiu |
| 2016 | An Expert-in-the-loop Paradigm for Learning Medical Image Grouping. | Xuan Guo, Qi Yu, Rui Li, Cecilia Ovesdotter Alm, Cara Calvelli, Pengcheng Shi, Anne R. Haake |
| 2016 | LBMF: Log-Bilinear Matrix Factorization for Recommender Systems. | Yunhui Guo, Xin Wang, Congfu Xu |
| 2016 | Enhanced SVD for Collaborative Filtering. | Xin Guan, Chang-Tsun Li, Yu Guan |
| 2016 | Normalized Cross-Match: Pattern Discovery Algorithm from Biofeedback Signals. | Xueyuan Gong, Simon Fong, Yain-Whar Si, Robert P. Biuk-Aghai, Raymond K. Wong, Athanasios V. Vasilakos |
| 2016 | Frequent Pattern Outlier Detection Without Exhaustive Mining. | Arnaud Giacometti, Arnaud Soulet |
| 2016 | A Hierarchical Beta Process Approach for Financial Time Series Trend Prediction. | Mojgan Ghanavati, Raymond K. Wong, Fang Chen, Yang Wang, Joe Lee |
| 2016 | Effective Local Metric Learning for Water Pipe Assessment. | Mojgan Ghanavati, Raymond K. Wong, Fang Chen, Yang Wang, Simon Fong |
| 2016 | Unsupervised Parameter Estimation for One-Class Support Vector Machines. | Zahra Ghafoori, Sutharshan Rajasegarar, Sarah M. Erfani, Shanika Karunasekera, Christopher A. Leckie |
| 2016 | Distributed Sequential Pattern Mining in Large Scale Uncertain Databases. | Jiaqi Ge, Yuni Xia |
| 2016 | Event Prediction in Healthcare Analytics: Beyond Prediction Accuracy. | Lina Fu, Faming Li, Jing Zhou, Xuejin Wen, Jinhui Yao, Michael Shepherd |