| 2018 | A Reinforcement Learning Framework for Explainable Recommendation. | Xiting Wang, Yiru Chen, Jie Yang, Le Wu, Zhengtao Wu, Xing Xie |
| 2018 | A United Approach to Learning Sparse Attributed Network Embedding. | Hao Wang, Enhong Chen, Qi Liu, Tong Xu, Dongfang Du, Wen Su, Xiaopeng Zhang |
| 2018 | HILLS: Hierarchical Indoor Localization for Large-Scale Architectural Complex. | Donglin Wang |
| 2018 | DGCC: A Case for Integration of Brain Cognition and Intelligence Computation. | Guoyin Wang |
| 2018 | Bug Localization via Supervised Topic Modeling. | Yaojing Wang, Yuan Yao, Hanghang Tong, Xuan Huo, Min Li, Feng Xu, Jian Lu |
| 2018 | ASTM: An Attentional Segmentation Based Topic Model for Short Texts. | Jiamiao Wang, Ling Chen, Lu Qin, Xindong Wu |
| 2018 | Geofences on the Blockchain: Enabling Decentralized Location-Based Services. | Friedhelm Victor, Sebastian Zickau |
| 2018 | Semi-Supervised Anomaly Detection with an Application to Water Analytics. | Vincent Vercruyssen, Wannes Meert, Gust Verbruggen, Koen Maes, Ruben Baumer, Jesse Davis |
| 2018 | Outlier Detection Based on Low Density Models. | Flix Iglesias Vzquez, Tanja Zseby, Arthur Zimek |
| 2018 | Sparse Non-linear CCA through Hilbert-Schmidt Independence Criterion. | Viivi Uurtio, Sahely Bhadra, Juho Rousu |
| 2018 | Multi-label Answer Aggregation Based on Joint Matrix Factorization. | Jinzheng Tu, Guoxian Yu, Carlotta Domeniconi, Jun Wang, Guoqiang Xiao, Maozu Guo |
| 2018 | A Domain-Independent Text Segmentation Method for Educational Course Content. | Yuwei Tu, Ying Xiong, Weiyu Chen, Christopher G. Brinton |
| 2018 | Construction of Clinical Pathway Generation from Nursing Records and Discharge Summaries. | Shusaku Tsumoto, Shoji Hirano, Tomohiro Kimura, Haruko Iwata |
| 2018 | Robust Distributed Anomaly Detection Using Optimal Weighted One-Class Random Forests. | Yu-Lin Tsou, Hong-Min Chu, Cong Li, Shao-Wen Yang |
| 2018 | Stitching Aerial Images for Vehicle Positioning and Tracking. | Paul Tsao, Tsi-Ui Ik, Guan-Wen Chen, Wen-Chih Peng |
| 2018 | Detecting Student at Risk of Failure: A Case Study of Conceptualizing Mining from Internet Access Log Files. | Ruangsak Trakunphutthirak, Yen Cheung, Vincent Cheng-Siong Lee |
| 2018 | Time Series Analysis for Bitcoin Transactions: The Case of Pirate@40's HYIP Scheme. | Kentaroh Toyoda, Tomoaki Ohtsuki, P. Takis Mathiopoulos |
| 2018 | The Impact of Environmental Stressors on Human Trafficking. | Sabina Tomkins, Golnoosh Farnadi, Brian Amanatullah, Lise Getoor, Steven Minton |
| 2018 | Supervised Classification of Satellite Images with Spatially Inaccurate Training Field Data. | Janna Tokotoko, Frdric Flouvat, Claire Goiran, Laetitia Hdouin, Antoine Collin, Nazha Selmaoui-Folcher |
| 2018 | Which Outlier Detector Should I use? | Kai Ming Ting, Sunil Aryal, Takashi Washio |
| 2018 | Understanding Urban Spatio-Temporal Usage Patterns Using Matrix Tensor Factorization. | Balasubramaniam Thirunavukarasu, Richi Nayak, Chau Yuen |
| 2018 | Interactive Unknowns Recommendation in E-Learning Systems. | Shan-Yun Teng, Jundong Li, Lo Pang-Yun Ting, Kun-Ta Chuang, Huan Liu |
| 2018 | Graph Pattern Mining and Learning through User-Defined Relations. | Carlos H. C. Teixeira, Leornado Cotta, Bruno Ribeiro, Wagner Meira Jr. |
| 2018 | Doc2Cube: Allocating Documents to Text Cube Without Labeled Data. | Fangbo Tao, Chao Zhang, Xiusi Chen, Meng Jiang, Tim Hanratty, Lance M. Kaplan, Jiawei Han |
| 2018 | Selective Graph Attention Networks for Account Takeover Detection. | Jialing Tao, Hui Wang, Tao Xiong |