| 2018 | A Local Online Learning Approach for Non-linear Data. | Xinxing Yang, Jun Zhou, Peilin Zhao, Cen Chen, Chaochao Chen, Xiaolong Li |
| 2018 | Multi-network User Identification via Graph-Aware Embedding. | Yang Yang, De-Chuan Zhan, Yi-Feng Wu, Yuan Jiang |
| 2018 | Cost-Sensitive Reference Pair Encoding for Multi-Label Learning. | Yao-Yuan Yang, Kuan-Hao Huang, Chih-Wei Chang, Hsuan-Tien Lin |
| 2018 | DPNE: Differentially Private Network Embedding. | Depeng Xu, Shuhan Yuan, Xintao Wu, NhatHai Phan |
| 2018 | Probabilistic Topic and Role Model for Information Diffusion in Social Network. | Hengpeng Xu, Jinmao Wei, Zhenglu Yang, Jianhua Ruan, Jun Wang |
| 2018 | Interaction Content Aware Network Embedding via Co-embedding of Nodes and Edges. | Linchuan Xu, Xiaokai Wei, Jiannong Cao, Philip S. Yu |
| 2018 | NE-FLGC: Network Embedding Based on Fusing Local (First-Order) and Global (Second-Order) Network Structure with Node Content. | Hongyan Xu, Hongtao Liu, Wenjun Wang, Yueheng Sun, Pengfei Jiao |
| 2018 | Community Discovery Based on Social Relations and Temporal-Spatial Topics in LBSNs. | Shuai Xu, Jiuxin Cao, Xuelin Zhu, Yi Dong, Bo Liu |
| 2018 | TwiTracker: Detecting and Extracting Events from Twitter for Entity Tracking. | Meng Xu, Jiajun Cheng, Lixiang Guo, Pei Li, Xin Zhang, Hui Wang |
| 2018 | Vine Copula-Based Asymmetry and Tail Dependence Modeling. | Jia Xu, Longbing Cao |
| 2018 | Dynamic Feature Selection Algorithm Based on Minimum Vertex Cover of Hypergraph. | Xiaojun Xie, Xiaolin Qin |
| 2018 | A Decision Tree Approach to Predicting Recidivism in Domestic Violence. | Senuri Wijenayake, Timothy Graham, Peter Christen |
| 2018 | Maximizing Social Influence on Target Users. | Yu Ting Wen, Wen-Chih Peng, Hong-Han Shuai |
| 2018 | Attribute Reduction Algorithm Based on Improved Information Gain Rate and Ant Colony Optimization. | Jipeng Wei, Qianjin Wei, Yimin Wen |
| 2018 | Modelling the Efficacy of Auto-Internet Warnings to Reduce Demand for Child Exploitation Materials. | Paul A. Watters |
| 2018 | Accelerating Adaptive Online Learning by Matrix Approximation. | Yuanyu Wan, Lijun Zhang |
| 2018 | A Locally Adaptive Multi-Label k-Nearest Neighbor Algorithm. | Dengbao Wang, Jingyuan Wang, Fei Hu, Li Li, Xiuzhen Zhang |
| 2018 | Embedding Knowledge Graphs Based on Transitivity and Asymmetry of Rules. | Mengya Wang, Erhu Rong, Hankui Zhuo, Huiling Zhu |
| 2018 | Text Generation Based on Generative Adversarial Nets with Latent Variables. | Heng Wang, Zengchang Qin, Tao Wan |
| 2018 | A Joint Optimization Approach for Personalized Recommendation Diversification. | Xiaojie Wang, Jianzhong Qi, Kotagiri Ramamohanarao, Yu Sun, Bo Li, Rui Zhang |
| 2018 | A Unified Weakly Supervised Framework for Community Detection and Semantic Matching. | Wenjun Wang, Xiao Liu, Pengfei Jiao, Xue Chen, Di Jin |
| 2018 | Targeted Influence Minimization in Social Networks. | Xinjue Wang, Ke Deng, Jianxin Li, Jeffrey Xu Yu, Christian S. Jensen, Xiaochun Yang |
| 2018 | Target Learning: A Novel Framework to Mine Significant Dependencies for Unlabeled Data. | Limin Wang, Shenglei Chen, Musa Mammadov |
| 2018 | Sentiment Classification Using Neural Networks with Sentiment Centroids. | Maoquan Wang, Shiyun Chen, Liang He |
| 2018 | Multimodal Mixture Density Boosting Network for Personality Mining. | Nhi N. Y. Vo, Shaowu Liu, Xuezhong He, Guandong Xu |