陈向简介
时间:2023-03-21 访问量:
陈向,男,1988年生,博士,湖北浠水人,硕士生导师,讲师。2010年本科毕业于中南大学信息科学与工程学院,2012年硕士毕业于哈尔滨工业大学计算机科学与技术学院,2021年博士毕业于中南大学计算机学院。2021年8月进入湖南科技大学计算机科学与工程学院,从事教学和科研工作。主要研究兴趣为生物信息学。已发表 SCI 期刊检索论文 8 篇,EI 期刊会议检索论文 4 篇。主持国家自然科学青年基金1项,湖南省教育厅项目1项,参与国家自然科学基金优秀青年项目、面上项目、湖南省教育厅项目共计4项,担任生物信息CCF-B类国际会议 BIBM 2022、2023 PC Member,IEEE EdgeCom 2023 Session Chair,生物信息学期刊 Briefings in Bioinformatics、Bioinformatics 审稿人。更多信息详见个人主页:https://chenxofhit.xyz/zh-cn/。
主持的项目:
[纵] 湖南省教育厅优秀青年项目,项目编号: 21B0453,面向单细胞数据的基因调控网络推断方法研究,2022-2024
[纵] 湖南科技大学博士科研启动基金,面向单细胞数据的基因调控网络推断方法研究,2022-2024
[纵] 湖南科技大学潇湘学院教学改革研究项目,基于翻转课堂的《大数据存储技术》教学改革研究与实践,2022-2024
[纵] 国家自然科学基金青年基金项目,项目编号:62202162,面向单细胞RNA-seq数据的基因调控网络构建方法研究,2023-2025
[横] 非数据总线项目,2024
发表的学术论文:
[C] Shuai Zhang, Xiang Chen, Li Peng. scIAMC:Single-Cell Imputation via adaptive matrix completion. IEEE EdgeCom 2023.
[C] Tao Huang, Xiang Chen, Li Peng. ESR:Optimizing Gene Feature Selection for scRNA-seq data. IEEE CSCloud 2023.
[C] Xiang Chen, Fang-Xiang Wu, Jin Chen, and Min Li. DoRC: Discovery of rare cells from ultra-large scRNA-seq data. In 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), pp. 111-116. IEEE, 2019. ( EI 检索,CCF B类会议)
[J] Li Peng , Yuan Tu , Li Huang , Yang Li , Xiangzheng Fu , and Xiang Chen. DAESTB: Inferring associations of small molecule-miRNA via a scalable tree boosting model based on deep autoencoder.Briefings in Bioinformatics. 2022. (SCI IF=11, JCR 1 区)
[J] Li Peng, Cheng Yang , Li Huang ,Xiang Chen, Xiangzheng Fu and Wei Liu. RNMFLP:Predicting circRNA-disease associations based on robust non-negative matrix factorization and label propagation. Briefings in Bioinformatics. 2022. (CA, SCI IF=11, JCR 1 区)
[J] Xiang Chen, Min Li, Ruiqing Zheng, Siyu Zhao, Fang-Xiang Wu, Yaohang Li, and Jianxin Wang. A novel method of gene regulatory network structure inference from gene knock-out expression data. Tsinghua Science and Technology 24, no. 4 (2019): 446-455. (SCI IF=2.3, JCR 2区 )
[J] Xiang Chen, Min Li, Ruiqing Zheng, Fang-Xiang Wu, and Jianxin Wang. D3GRN: a data driven dynamic network construction method to infer gene regulatory networks. BMC genomics 20, no. 13 (2019): 1-8. (SCI IF=3.5, JCR 1 区)
[J] Ruiqing Zheng, Min Li, Xiang Chen, Fang-Xiang Wu, Yi Pan, and Jianxin Wang. BiXGBoost: a scalable, flexible boosting-based method for reconstructing gene regulatory networks. Bioinformatics 35, no. 11 (2019): 1893-1900. (SCI IF=5.6, JCR 1 区)
[J] Ruiqing Zheng, Min Li, Xiang Chen, Siyu Zhao, Fang-Xiang Wu, Yi Pan, Jianxin Wang. An ensemble method to reconstruct gene regulatory networks based on multivariate adaptive regression splines. IEEE/ACM Transactions on Computational Biology and Bioinformatics. DOI: 10.1109/TCBB.2019.2900614. (SCI IF=0.9, JCR 1 区)
[J] Ruiqing Zheng, Zhenlan Liang, Xiang Chen, Yu Tian, Min Li. An Adaptive Sparse Subspace Clustering for Cell Type Identification. Front Genet. 2020 Apr 28;11:407. doi: 10.3389/fgene.2020.00407.(SCI IF=3.2, JCR 1 区)
[J] Hui Jiang, Mengyun Yang, Xiang Chen, Min Li, Yaohang Li, and Jianxin Wang. miRTMC: A miRNA Target Prediction Method Based on Matrix Completion Algorithm[J]. IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS.2020, DOI:10.1109/JBHI.2020.2987034. (SCI IF=5.1, JCR 1 区)
[J] Min Li, Jianxin Wang, Xiang Chen, et al. “A local average connectivity-based method for identifying essential proteins from the network level[J]”. Computational biology and chemistry, 2011, 35(3): 143-150. (SCI)
[J] Wei Bu, Xiangqian Wu, Xiang Chen, et al. “Hierarchical Detection of Hard Exudates in Color Retinal Images[J]”. JSW, 2013, 8(11): 2723-2732. (EI)
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