| 2018 | Rolling Forecasting Forward by Boosting Heterogeneous Kernels. | Di Zhang, Yunquan Zhang, Qiang Niu, Xingbao Qiu |
| 2018 | MetaGraph2Vec: Complex Semantic Path Augmented Heterogeneous Network Embedding. | Daokun Zhang, Jie Yin, Xingquan Zhu, Chengqi Zhang |
| 2018 | Fuzzy Integral Optimization with Deep Q-Network for EEG-Based Intention Recognition. | Dalin Zhang, Lina Yao, Sen Wang, Kaixuan Chen, Zheng Yang, Boualem Benatallah |
| 2018 | Mining POI Alias from Microblog Conversations. | Yihong Zhang, Lina Yao |
| 2018 | A Differentially Private Method for Crowdsourcing Data Submission. | Lefeng Zhang, Ping Xiong, Tianqing Zhu |
| 2018 | Context-Aware Location Annotation on Mobility Records Through User Grouping. | Yong Zhang, Hua Wei, Xuelian Lin, Fei Wu, Zhenhui Li, Kaiheng Chen, Yuandong Wang, Jie Xu |
| 2018 | IDLP: A Novel Label Propagation Framework for Disease Gene Prioritization. | Yaogong Zhang, Yuan Wang, Jiahui Liu, Xiaohu Liu, Yuxiang Hong, Xin Fan, Yalou Huang |
| 2018 | Category Multi-representation: A Unified Solution for Named Entity Recognition in Clinical Texts. | Jiangtao Zhang, Juanzi Li, Shuai Wang, Yan Zhang, Yixin Cao, Lei Hou, Xiao-Li Li |
| 2018 | Corrosion Prediction on Sewer Networks with Sparse Monitoring Sites: A Case Study. | Jianjia Zhang, Bin Li, Xuhui Fan, Yang Wang, Fang Chen |
| 2018 | Inference of a Concise Regular Expression Considering Interleaving from XML Documents. | Xiaolan Zhang, Yeting Li, Fanlin Cui, Chunmei Dong, Haiming Chen |
| 2018 | On Reducing Dimensionality of Labeled Data Efficiently. | Guoxi Zhang, Tomoharu Iwata, Hisashi Kashima |
| 2018 | Citation Field Learning by RNN with Limited Training Data. | Yiqing Zhang, Yimeng Dai, Jianzhong Qi, Xinxing Xu, Rui Zhang |
| 2018 | Learning Product Embedding from Multi-relational User Behavior. | Zhao Zhang, Weizheng Chen, Xiaoxuan Ren, Yan Zhang |
| 2018 | Efficient Feature Selection Framework for Digital Marketing Applications. | Wei Zhang, Shiladitya Bose, Said Kobeissi, Scott Tomko, Chris Challis |
| 2018 | Efficient Top K Temporal Spatial Keyword Search. | Chengyuan Zhang, Lei Zhu, Weiren Yu, Jun Long, Fang Huang, Hongbo Zhao |
| 2018 | A Hybrid Index Model for Efficient Spatio-Temporal Search in HBase. | Chengyuan Zhang, Lei Zhu, Jun Long, Shuangqiao Lin, Zhan Yang, Wenti Huang |
| 2018 | A Context-Aware Evaluation Method of Driving Behavior. | Yikai Zhai, Tianyu Wo, Xuelian Lin, Zhou Huang, Junyu Chen |
| 2018 | Traffic Accident Detection with Spatiotemporal Impact Measurement. | Mingxuan Yue, Liyue Fan, Cyrus Shahabi |
| 2018 | An Incremental Dual nu-Support Vector Regression Algorithm. | Hang Yu, Jie Lu, Guangquan Zhang |
| 2018 | Mining Human Periodic Behaviors Using Mobility Intention and Relative Entropy. | Feng Yi, Libo Yin, Hui Wen, Hongsong Zhu, Limin Sun, Gang Li |
| 2018 | Context-Uncertainty-Aware Chatbot Action Selection via Parameterized Auxiliary Reinforcement Learning. | Chuandong Yin, Rui Zhang, Jianzhong Qi, Yu Sun, Tenglun Tan |
| 2018 | Social Spammer Detection: A Multi-Relational Embedding Approach. | Jun Yin, Zili Zhou, Shaowu Liu, Zhiang Wu, Guandong Xu |
| 2018 | Human Identification via Unsupervised Feature Learning from UWB Radar Data. | Jie Yin, Son N. Tran, Qing Zhang |
| 2018 | Robust Semi-Supervised Learning on Multiple Networks with Noise. | Junting Ye, Leman Akoglu |
| 2018 | Local Graph Clustering by Multi-network Random Walk with Restart. | Yaowei Yan, Dongsheng Luo, Jingchao Ni, Hongliang Fei, Wei Fan, Xiong Bill Yu, John Yen, Xiang Zhang |