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Xiao-Ying Liu 0001
Person information
- affiliation: Guangdong Polytechnic of Science and Technology, Computer Engineering Technical College, Zhuhai, China
- affiliation (PhD): Macau University of Science and Technology, Faculty of Information Technology, State Key Laboratory of Quality Research in Chinese Medicines, Taipa, Macau
Other persons with the same name
- Xiao-Ying Liu 0002 — Shandong University of Science and Technology, College of Computer Science and Engineering, Qingdao, China
- Xiao-Ying Liu 0003 — North China Institute of Computer Technology, Beijing, China
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2020 – today
- 2023
- [j9]Dong Ouyang, Yong Liang, Le Li, Ning Ai, Shanghui Lu, Mingkun Yu, Xiao-Ying Liu, Shengli Xie:
Integration of multi-omics data using adaptive graph learning and attention mechanism for patient classification and biomarker identification. Comput. Biol. Medicine 164: 107303 (2023) - [j8]Qi Dang, Yong Liang, Dong Ouyang, Rui Miao, Caijin Ling, Xiao-Ying Liu, Shengli Xie:
Improved Computational Drug-Repositioning by Self-Paced Non-Negative Matrix Tri-Factorization. IEEE ACM Trans. Comput. Biol. Bioinform. 20(3): 1953-1962 (2023) - 2022
- [j7]Dong Ouyang, Yong Liang, Jianjun Wang, Xiao-Ying Liu, Shengli Xie, Rui Miao, Ning Ai, Le Li, Qi Dang:
Predicting multiple types of miRNA-disease associations using adaptive weighted nonnegative tensor factorization with self-paced learning and hypergraph regularization. Briefings Bioinform. 23(6) (2022) - [j6]Ning Ai, Yong Liang, Hao-Laing Yuan, Dong Ouyang, Xiao-Ying Liu, Shengli Xie, Yu-Han Ji:
MHDMF: Prediction of miRNA-disease associations based on Deep Matrix Factorization with Multi-source Graph Convolutional Network. Comput. Biol. Medicine 149: 106069 (2022) - 2020
- [j5]Xiao-Ying Liu:
Novel Combined Variable Selection Approach Using Memetic Algorithm With Complex Harmonic Regularization. IEEE Access 8: 122434-122443 (2020) - [j4]Xiao-Ying Liu, Sai Wang, Hai Zhang, Hui Zhang, Ziyi Yang, Yong Liang:
Novel Regularization Method for Biomarker Selection and Cancer Classification. IEEE ACM Trans. Comput. Biol. Bioinform. 17(4): 1329-1340 (2020)
2010 – 2019
- 2018
- [j3]Xiao-Ying Liu, Yong Liang, Sai Wang, Ziyi Yang, Han-Shuo Ye:
A Hybrid Genetic Algorithm With Wrapper-Embedded Approaches for Feature Selection. IEEE Access 6: 22863-22874 (2018) - 2017
- [j2]Hai-Hui Huang, Xiao-Ying Liu, Hui-Min Li, Yong Liang:
Molecular pathway identification using a new L1/2 solver and biological network-constrained model. Int. J. Data Min. Bioinform. 17(3): 189-205 (2017) - 2015
- [j1]Hua Chai, Yong Liang, Xiao-Ying Liu:
The L1/2 regularization approach for survival analysis in the accelerated failure time model. Comput. Biol. Medicine 64: 283-290 (2015)
Coauthor Index
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