| 2019 | Cost Sensitive Learning in the Presence of Symmetric Label Noise. | Sandhya Tripathi, Nandyala Hemachandra |
| 2019 | Multi-Constraints-Based Enhanced Class-Specific Dictionary Learning for Image Classification. | Ze Tian, Ming Yang |
| 2019 | Detecting Micro-expression Intensity Changes from Videos Based on Hybrid Deep CNN. | Selvarajah Thuseethan, Sutharshan Rajasegarar, John Yearwood |
| 2019 | Multi-class Semi-supervised Logistic I-RELIEF Feature Selection Based on Nearest Neighbor. | Baige Tang, Li Zhang |
| 2019 | A Novel Framework for Node/Edge Attributed Graph Embedding. | Guolei Sun, Xiangliang Zhang |
| 2019 | Multi-label Active Learning with Error Correcting Output Codes. | Ningzhao Sun, Jincheng Shan, Chenping Hou |
| 2019 | Robust Semi-supervised Multi-label Learning by Triple Low-Rank Regularization. | Lijuan Sun, Songhe Feng, Gengyu Lyu, Congyan Lang |
| 2019 | Enhancing the Healthcare Retrieval with a Self-adaptive Saturated Density Function. | Yang Song, Wenxin Hu, Liang He, Liang Dou |
| 2019 | Early Churn User Classification in Social Networking Service Using Attention-Based Long Short-Term Memory. | Koya Sato, Mizuki Oka, Kazuhiko Kato |
| 2019 | AAANE: Attention-Based Adversarial Autoencoder for Multi-scale Network Embedding. | Lei Sang, Min Xu, Shengsheng Qian, Xindong Wu |
| 2019 | Natural Language Business Intelligence Question Answering Through SeqtoSeq Transfer Learning. | Amit Sangroya, Pratik Saini, Mrinal Rawat, Gautam Shroff, C. Anantaram |
| 2019 | Change Point Detection in Periodic Panel Data Using a Mixture-Model-Based Approach. | Allou Sam, Milad Leyli-Abadi |
| 2019 | DMNAED: A Novel Framework Based on Dynamic Memory Network for Abnormal Event Detection in Enterprise Networks. | Xueshuang Ren, Liming Wang |
| 2019 | Learning a Semantic Space for Modeling Images, Tags and Feelings in Cross-Media Search. | Sadaqat ur Rehman, Yongfeng Huang, Shanshan Tu, Basharat Ahmad |
| 2019 | A Novel Top-N Recommendation Approach Based on Conditional Variational Auto-Encoder. | Bo Pang, Min Yang, Chongjun Wang |
| 2019 | Using Multi-objective Optimization to Solve the Long Tail Problem in Recommender System. | Jiaona Pang, Jun Guo, Wei Zhang |
| 2019 | Knowledge Graph Rule Mining via Transfer Learning. | Pouya Ghiasnezhad Omran, Zhe Wang, Kewen Wang |
| 2019 | An Accelerator of Feature Selection Applying a General Fuzzy Rough Model. | Peng Ni, Suyun Zhao, Hong Chen, Cuiping Li |
| 2019 | Spatial-Temporal Multi-Task Learning for Within-Field Cotton Yield Prediction. | Long Hoang Nguyen, Jiazhen Zhu, Zhe Lin, Hanxiang Du, Zhou Yang, Wenxuan Guo, Fang Jin |
| 2019 | Selective Training: A Strategy for Fast Backpropagation on Sentence Embeddings. | Jan Neerbek, Peter Dolog, Ira Assent |
| 2019 | Robust Temporal Graph Clustering for Group Record Linkage. | Charini Nanayakkara, Peter Christen, Thilina Ranbaduge |
| 2019 | Mining Multispectral Aerial Images for Automatic Detection of Strategic Bridge Locations for Disaster Relief Missions. | Hafiz Suliman Munawar, Ji Zhang, Hongzhou Li, Deqing Mo, Liang Chang |
| 2019 | Dynamic Student Classiffication on Memory Networks for Knowledge Tracing. | Sein Minn, Michel C. Desmarais, Feida Zhu, Jing Xiao, Jianzong Wang |
| 2019 | NeoLOD: A Novel Generalized Coupled Local Outlier Detection Model Embedded Non-IID Similarity Metric. | Fan Meng, Yang Gao, Jing Huo, Xiaolong Qi, Shichao Yi |
| 2019 | Text Feature Extraction and Selection Based on Attention Mechanism. | Longxuan Ma, Lei Zhang |