一、个人基本信息
罗慧敏,女,1980年4月生,河南西华人,研究生学历,工学博士,教授,硕士生导师。
二、主讲课程和研究方向
机器学习与数据挖掘
三、论文、著作
[1]Huimin Luo, Min Li, Fang-Xiang Wu, Yaohang Li, Jianxin Wang*. Biomedical data and computational models for drug repositioning: a comprehensive review. Briefings in Bioinformatics, 2020.
[2]Lan Huang,Huimin Luo, Suning Li, Fang-Xiang Wu, Jianxin Wang, Drug–drug similarity measure and its applications, Briefings in Bioinformatics, 2020.
[3]Mengyun Yang,Huimin Luo,Yaohang Li,Jianxin Wang*. Drug repositioning based on bounded nuclear norm regularization. Bioinformatics, 2019.
[4]Huimin Luo, Jianxin Wang*, Cheng Yan, Min Li, Fang-Xiang Wu, and Yi Pan. A Novel Drug Repositioning Approach based on Collaborative Metric Learning [J]. IEEE/ACM transactions on computational biology and bioinformatics, 2019.
[5]Lan Huang,Huimin Luo*,Mengyun Yang, Fang-Xiang Wu,Jianxin Wang. Drug and disease similarity calculation platform for drug repositioning [C]. 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).
[6]Huimin Luo, Jianxin Wang*, Min Li, Junwei Luo, Peng Ni, Kaijie Zhao, Fang-Xiang Wu, and Yi Pan. Computational Drug Repositioning using Low-Rank Matrix Approximation and Randomized Algorithms [J]. Bioinformatics, 2018.
[7]Huimin Luo, Min Li, Shaokai Wang, Quan Liu, Yaohang Li, and JianxinWang* Computational drug repositioning with random walk on a heterogeneous network. IEEE/ACM Transactions on Computational Biology & Bioinformatics, 2018.
[8]Huimin Luo, Jianxin Wang*, Min Li, Junwei Luo, Xiaoqing Peng, Fang-Xiang Wu and Yi Pan. Drug repositioning based on comprehensive similarity measures and Bi-Random Walk algorithm. Bioinformatics, 2016.
四、科研项目
[1]国家自然科学基金委员会,青年项目,61802113,基于多数据集成和矩阵分解的药物重定位计算方法研究,2019-01-01至2022-12-31,主持。
[2]国家自然科学基金委员会,面上项目,61772552,结合网络可控性和生物大数据的药物标靶识别的关键技术研究,2018.01-01至2021-12-31,参与。
五、专利
[1]罗慧敏;李梦园;阎朝坤;王建林;代雪兵;基于最大相关最小冗余和改进花授粉算法的特征选择方法,2022-10-11,中国,CN 113113137B
六、联系方式
E-mail:luohuimin@henu.edu.cn