| 2018 | UFSSF - An Efficient Unsupervised Feature Selection for Streaming Features. | Naif Almusallam, Zahir Tari, Jeffrey Chan, Adil AlHarthi |
| 2018 | An Extended Random-Sets Model for Fusion-Based Text Feature Selection. | Abdullah Semran Alharbi, Yuefeng Li, Yue Xu |
| 2018 | Query-Based Automatic Training Set Selection for Microblog Retrieval. | Khaled Albishre, Yuefeng Li, Yue Xu |
| 2018 | Using Metric Space Indexing for Complete and Efficient Record Linkage. | zgr Akgn, Alan Dearle, Graham N. C. Kirby, Peter Christen |
| 2018 | Forecasting Bitcoin Price with Graph Chainlets. | Cuneyt Gurcan Akcora, Asim Kumer Dey, Yulia R. Gel, Murat Kantarcioglu |
| 2018 | DyPerm: Maximizing Permanence for Dynamic Community Detection. | Prerna Agarwal, Richa Verma, Ayush Agarwal, Tanmoy Chakraborty |
| 2018 | Sub2Vec: Feature Learning for Subgraphs. | Bijaya Adhikari, Yao Zhang, Naren Ramakrishnan, B. Aditya Prakash |
| 2018 | Deep Learning for Forecasting Stock Returns in the Cross-Section. | Masaya Abe, Hideki Nakayama |
| 2018 | Discovering High Utility Itemsets Based on the Artificial Bee Colony Algorithm. | Wei Song, Chaomin Huang |
| 2018 | Classifier Risk Estimation Under Limited Labeling Resources. | Anurag Kumar, Bhiksha Raj |
| 2018 | Trans2Vec: Learning Transaction Embedding via Items and Frequent Itemsets. | Dang Nguyen, Tu Dinh Nguyen, Wei Luo, Svetha Venkatesh |
| 2018 | On the Large-Scale Transferability of Convolutional Neural Networks. | Liang Zheng, Yali Zhao, Shengjin Wang, Jingdong Wang, Yi Yang, Qi Tian |
| 2017 | Entity Set Expansion with Meta Path in Knowledge Graph. | Yuyan Zheng, Chuan Shi, Xiaohuan Cao, Xiaoli Li, Bin Wu |
| 2017 | Multi-View Matrix Completion for Clustering with Side Information. | Peng Zhao, Yuan Jiang, Zhi-Hua Zhou |
| 2017 | A Novel Extreme Learning Machine-Based Classification Algorithm for Uncertain Data. | Xianchao Zhang, Daoyuan Sun, Yuangang Li, Han Liu, Wenxin Liang |
| 2017 | SPGLAD: A Self-paced Learning-Based Crowdsourcing Classification Model. | Xianchao Zhang, Heng Shi, Yuangang Li, Wenxin Liang |
| 2017 | Predicting Happiness State Based on Emotion Representative Mining in Online Social Networks. | Xiao Zhang, Wenzhong Li, Hong Huang, Cam-Tu Nguyen, Xu Chen, Xiaoliang Wang, Sanglu Lu |
| 2017 | An Exponential Time-Aware Recommendation Model for Mobile Notification Services. | Chenglin Zeng, Laizhong Cui, Zhi Wang |
| 2017 | Exploiting Location Significance and User Authority for Point-of-Interest Recommendation. | Yonghong Yu, Hao Wang, Shuanzhu Sun, Yang Gao |
| 2017 | Friend Recommendation Considering Preference Coverage in Location-Based Social Networks. | Fei Yu, Nan Che, Zhijun Li, Kai Li, Shouxu Jiang |
| 2017 | SNE: Signed Network Embedding. | Shuhan Yuan, Xintao Wu, Yang Xiang |
| 2017 | Distributed Representations for Words on Tables. | Minoru Yoshida, Kazuyuki Matsumoto, Kenji Kita |
| 2017 | Understanding Drivers' Safety by Fusing Large Scale Vehicle Recorder Dataset and Heterogeneous Circumstantial Data. | Daisaku Yokoyama, Masashi Toyoda, Masaru Kitsuregawa |
| 2017 | Dependency-Tree Based Convolutional Neural Networks for Aspect Term Extraction. | Hai Ye, Zichao Yan, Zhunchen Luo, Wen-Han Chao |
| 2017 | Convolutional Bi-directional LSTM for Detecting Inappropriate Query Suggestions in Web Search. | Harish Yenala, Manoj Kumar Chinnakotla, Jay Goyal |