| 2017 | Assessing Death Risk of Patients with Cardiovascular Disease from Long-Term Electrocardiogram Streams Summarization. | Shenda Hong, Meng Wu, Jinbo Zhang, Hongyan Li |
| 2017 | Multi-perspective Hierarchical Dirichlet Process for Geographical Topic Modeling. | Yuan He, Cheng Wang, Changjun Jiang |
| 2017 | Matrix-Based Method for Inferring Variable Labels Using Outlines of Data in Data Jackets. | Teruaki Hayashi, Yukio Ohsawa |
| 2017 | Exploiting Geographical Location for Team Formation in Social Coding Sites. | Yuqiang Han, Yao Wan, Liang Chen, Guandong Xu, Jian Wu |
| 2017 | Feature Extraction from EEG Data for a P300 Based Brain-Computer Interface. | Ali Hajian, Suet-Peng Yong |
| 2017 | Cost-Effective Viral Marketing in the Latency Aware Independent Cascade Model. | Robert Gwadera, Grigorios Loukides |
| 2017 | Cost Matters: A New Example-Dependent Cost-Sensitive Logistic Regression Model. | Nikou Gnnemann, Jrgen Pfeffer |
| 2017 | Preventing Inadvertent Information Disclosures via Automatic Security Policies. | Tanya Goyal, Sanket Mehta, Balaji Vasan Srinivasan |
| 2017 | Weighted NMF-Based Multiple Sparse Views Clustering for Web Items. | Xiaolong Gong, Fuwei Wang, Linpeng Huang |
| 2017 | Mining Drug Properties for Decision Support in Dental Clinics. | WeePheng Goh, Xiaohui Tao, Ji Zhang, Jianming Yong |
| 2017 | On the Robustness of Decision Tree Learning Under Label Noise. | Aritra Ghosh, Naresh Manwani, P. S. Sastry |
| 2017 | Purchase Signatures of Retail Customers. | Clment Gautrais, Ren Quiniou, Peggy Cellier, Thomas Guyet, Alexandre Termier |
| 2017 | Mining High-Utility Itemsets with Both Positive and Negative Unit Profits from Uncertain Databases. | Wensheng Gan, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Han-Chieh Chao, Vincent S. Tseng |
| 2017 | Efficient Pedestrian Detection in the Low Resolution via Sparse Representation with Sparse Support Regression. | Wenhua Fang, Jun Chen, Ruimin Hu |
| 2017 | Predicting Destinations from Partial Trajectories Using Recurrent Neural Network. | Yuki Endo, Kyosuke Nishida, Hiroyuki Toda, Hiroshi Sawada |
| 2017 | Exploring Celebrities on Inferring User Geolocation in Twitter. | Mohammad Ebrahimi, Elaheh ShafieiBavani, Raymond K. Wong, Fang Chen |
| 2017 | Learning What Matters - Sampling Interesting Patterns. | Vladimir Dzyuba, Matthijs van Leeuwen |
| 2017 | Mining Cohesive Clusters with Interpretations in Labeled Graphs. | Hongxia Du, Heli Sun, Jianbin Huang, Zhongbin Sun, Liang He, Hong Cheng |
| 2017 | Behavior Classification of Dairy Cows Fitted with GPS Collars. | Robert Dunne, David Henry, Richard Rawnsley, Ashfaqur Rahman |
| 2017 | Keeping Priors in Streaming Bayesian Learning. | Duc Anh Nguyen, Ngo Van Linh, Nguyen Kim Anh, Khoat Than |
| 2017 | A Generalized Model for Multidimensional Intransitivity. | Jiuding Duan, Jiyi Li, Yukino Baba, Hisashi Kashima |
| 2017 | Automatic and Effective Mining of Coevolving Online Activities. | Thinh Minh Do, Yasuko Matsubara, Yasushi Sakurai |
| 2017 | Sparse Stochastic Inference with Regularization. | Tung Doan, Khoat Than |
| 2017 | Discovering Both Explicit and Implicit Similarities for Cross-Domain Recommendation. | Quan Do, Wei Liu, Fang Chen |
| 2017 | Diversification Heuristics in Bees Swarm Optimization for Association Rules Mining. | Youcef Djenouri, Zineb Habbas, Djamel Djenouri, Marco Comuzzi |