| 2018 | A Blended Deep Learning Approach for Predicting User Intended Actions. | Fei Tan, Zhi Wei, Jun He, Xiang Wu, Bo Peng, Haoran Liu, Zhenyu Yan |
| 2018 | Robust Binary Classification via ℓ0-SVM. | Jianxiong Tang, Na Zhang, Qia Li |
| 2018 | TCENR: A Hybrid Neural Recommender for Location Based Social Networks. | Omer Tal, Yang Liu |
| 2018 | Entire Regularization Path for Sparse Nonnegative Interaction Model. | Mirai Takayanagi, Yasuo Tabei, Hiroto Saigo |
| 2018 | A Network-Based Approach to Enhance Electricity Load Forecasting. | Etienne Gael Tajeuna, Mohamed Bouguessa, Shengrui Wang |
| 2018 | Record Linkage and Matching Problems in Forensics. | Xiao Hui Tai |
| 2018 | Granular Games in Real-Time Environment. | Maciej Swiechowski, Dominik Slezak |
| 2018 | Semi-Supervised Psychometric Scoring of Document Collections. | Burak Suyunu, Gonul Ayci, Mine gretir, Ali Taylan Cemgil, Suzan Uskudarli, Hamza Zeytinoglu, Blent zel, Arman Boyaci |
| 2018 | Multi-task Sparse Metric Learning for Monitoring Patient Similarity Progression. | Qiuling Suo, Weida Zhong, Fenglong Ma, Ye Yuan, Mengdi Huai, Aidong Zhang |
| 2018 | Road Speed Profiling for Upfront Travel Time Estimation. | Abhinav Sunderrajan, Jagannadan Varadarajan, Kong Wei Lye |
| 2018 | Clustered Lifelong Learning Via Representative Task Selection. | Gan Sun, Yang Cong, Yu Kong, Xiaowei Xu |
| 2018 | Multi-view Network Embedding via Graph Factorization Clustering and Co-regularized Multi-view Agreement. | Yiwei Sun, Ngot Bui, Tsung-Yu Hsieh, Vasant G. Honavar |
| 2018 | Extracting Addresses from Unstructured Text Using Bi-directional Recurrent Neural Networks. | Shivin Srivastava |
| 2018 | Country Interest Analysis Based on Long-Term Short-Term Memory(LSTM) In Decentralized System. | Hojae Son, Anand Paul, Gwanggil Jeon |
| 2018 | Robust Commuter Movement Inference from Connected Mobile Devices. | Baoyang Song, Hasan Poonawala, Laura Wynter, Sebastien Blandin |
| 2018 | A Residual Convolution Neural Network for Sea Ice Classification with Sentinel-1 SAR Imagery. | Wei Song, Minghui Li, Qi He, Dongmei Huang, Cristian Perra, Antonio Liotta |
| 2018 | Multi-label Adversarial Perturbations. | Qingquan Song, Haifeng Jin, Xiao Huang, Xia Hu |
| 2018 | EXAD: A System for Explainable Anomaly Detection on Big Data Traces. | Fei Song, Yanlei Diao, Jesse Read, Arnaud Stiegler, Albert Bifet |
| 2018 | Record2Vec: Unsupervised Representation Learning for Structured Records. | Adelene Y. L. Sim, Andrew Borthwick |
| 2018 | Interpreting Traffic Congestion Using Fundamental Diagrams and Probabilistic Graphical Modeling. | Carla Silva, Pedro M. d'Orey, Ana Aguiar |
| 2018 | Deep Headline Generation for Clickbait Detection. | Kai Shu, Suhang Wang, Thai Le, Dongwon Lee, Huan Liu |
| 2018 | Multi-granularity Network Representation Learning Based on Game Theory. | Hang Shu, Qun Liu, Shuyin Xia |
| 2018 | Intrinsic or Extrinsic Evaluation: An Overview of Word Embedding Evaluation. | Yong Shi, Yuanchun Zheng, Kun Guo, Luyao Zhu, Yi Qu |
| 2018 | An Efficient Many-Class Active Learning Framework for Knowledge-Rich Domains. | Weishi Shi, Qi Yu |
| 2018 | Growing Deep Forests Efficiently with Soft Routing and Learned Connectivity. | Jianghao Shen, Sicheng Wang, Zhangyang Wang |