Joint imbalanced classification and feature selection for hospital readmissions G Du, J Zhang, Z Luo, F Ma, L Ma, S Li Knowledge-Based Systems 200, 106020, 2020 | 74 | 2020 |
Effects of continuous positive airway pressure on blood pressure in patients with resistant hypertension and obstructive sleep apnea: a systematic review and meta-analysis of … Q Lei, Y Lv, K Li, L Ma, G Du, Y Xiang, X Li Jornal Brasileiro de Pneumologia 43, 373-379, 2017 | 65 | 2017 |
Graph-based class-imbalance learning with label enhancement G Du, J Zhang, M Jiang, J Long, Y Lin, S Li, KC Tan IEEE Transactions on Neural Networks and Learning Systems 34 (9), 6081-6095, 2023 | 43 | 2023 |
Towards Chinese clinical named entity recognition by dynamic embedding using domain-specific knowledge Y Li, G Du, Y Xiang, S Li, L Ma, D Shao, X Wang, H Chen Journal of Biomedical Informatics 106, 103435, 2020 | 31 | 2020 |
Learning from class-imbalance and heterogeneous data for 30-day hospital readmission G Du, J Zhang, S Li, C Li Neurocomputing 420, 27-35, 2021 | 25 | 2021 |
KSCB: A novel unsupervised method for text sentiment analysis W Jiang, K Zhou, C Xiong, G Du, C Ou, J Zhang Applied Intelligence 53 (1), 301-311, 2023 | 22 | 2023 |
Towards graph-based class-imbalance learning for hospital readmission G Du, J Zhang, F Ma, M Zhao, Y Lin, S Li Expert Systems with Applications 176, 114791, 2021 | 19 | 2021 |
Prediction of 30-day readmission: an improved gradient boosting decision tree approach G Du, L Ma, JS Hu, J Zhang, Y Xiang, D Shao, H Wang Journal of Medical Imaging and Health Informatics 9 (3), 620-627, 2019 | 13 | 2019 |
A microcosmic syndrome differentiation model for metabolic syndrome with multilabel learning S Xia, J Zhang, G Du, S Li, CT Vong, Z Yang, J Xin, L Zhu, B Gao, C Li Evidence-Based Complementary and Alternative Medicine 2020, 2020 | 11 | 2020 |
Joint multilabel classification and feature selection based on deep canonical correlation analysis L Dai, G Du, J Zhang, C Li, R Wei, S Li Concurrency and Computation: Practice and Experience 32 (22), e5864, 2020 | 9 | 2020 |
Continuous positive airway pressure therapy in obstructive sleep apnoea patients with erectile dysfunction—A meta‐analysis Z Yang, G Du, L Ma, Y Lv, Y Zhao, TO Yau The Clinical Respiratory Journal 15 (2), 163-168, 2021 | 6 | 2021 |
Toward embedding-based multi-label feature selection with label and feature collaboration L Dai, J Zhang, G Du, C Li, R Wei, S Li Neural Computing and Applications 35 (6), 4643-4665, 2023 | 4 | 2023 |
Hyperactive neutrophil chemotaxis contributes to anti-tumor necrosis factor-alpha treatment resistance in inflammatory bowel disease TO Yau, J Vadakekolathu, GA Foulds, G Du, B Dickins, C Polytarchou, ... Journal of Gastroenterology and Hepatology 37 (3), 531-541, 2022 | 3 | 2022 |
Semi-supervised imbalanced multi-label classification with label propagation G Du, J Zhang, N Zhang, H Wu, P Wu, S Li Pattern Recognition, 110358, 2024 | 2 | 2024 |
Review of Application of Machine Learning Methods in the Field of Diagnostics of Traditional Chinese Medicine [in Chinese] S Xia, Z Yang, C Zhou, J Xin, J Zhang, G Du, C Li Journal of Guangzhou University of Traditional Chinese Medicine 38 (04), 826-831, 2021 | 2* | 2021 |
Study on 30-day Readmission Prediction based on Boosting Gradient Decision Tree G Du Kunming University of Science and Technology, 2018 | 2* | 2018 |
Leveraging Autoencoder and Focal Loss for Imbalanced Data Classification Y Xu, H Ye, N Zhang, G Du 2022 12th International Conference on Information Technology in Medicine and …, 2022 | 1 | 2022 |
Feature Generation Model for Imbalanced Classification Problems H Ye, G Du, S Li 2022 12th International Conference on Information Technology in Medicine and …, 2022 | | 2022 |
Keyword-based data augmentation guided Chinese medical questions classification X Xu, R Hu, G Du, Y Xiang, L Ma The 11th International Conference on Information Technology in Medicine and …, 2021 | | 2021 |
Multi-feature Dynamic Weighted Graph Convolution Network [in Chinese] Z Yang, W Jiang, G Du, Y Xiang, L Ma, D Shao, J Yang Journal of Chinese Computer Systems 41 (11), 2354-2358, 2020 | | 2020 |