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个人简介

聂茹,女,博士(后),副教授,研究生导师,中科院计算技术研究所访问学者。目前主要从事机器学习与数据挖掘、生物信息学、模式识别等方向的研究,参编教材3部,主持和参与校级教改项目7项,主持和参与包括国家重点研发计划、自然基金、江苏省基础研究计划等在内的纵横向科研项目10余项,已发表高水平论文40余篇,其中SCI、EI检索30余篇,3篇影响因子大于10,单篇最高影响因子13.994。


部分论文列表:

[1] Hierarchical graph attention network for miRNA-disease association prediction, Molecular Therapy, 2022. (SCI, 通讯作者, 影响因子: 12.91)

[2] 基于异质图注意力网络的miRNA与疾病关联预测算法. 电子学报, 2022, 50(6): 1428-1435. (EI, 通讯作者, 中文高水平期刊, CCF A类推荐)

[3] Predicting miRNA-disease associations based on graph random propagation network and attention network, Briefings in Bioinformatics, 2022. (SCI, 通讯作者, 影响因子: 13.994)

[4] GAEMDA: A Graph Auto-Encoder Model for MiRNA-Disease Associations Prediction, Briefings in Bioinformatics, 2021. (SCI, 通讯作者, 影响因子: 13.994)

[5] Efficient framework for predicting miRNA-disease associations based on improved hybrid collaborative filtering. BMC Medical Informatics and Decision Making. 2021. (SCI, 第一作者, 影响因子: 2.796)

[6] FCGCNMDA: Predicting MiRNA-Disease Associations by Apply-ing Fully Connected Graph Convolutional Networks. Molecular Genetics and Genomics, 2020. (SCI, 通讯作者,  影响因子: 2.797)

[7] Using discriminative vector machine model with 2DPCA to predict interactions among proteins. BMC Bioinformatics, 2019. (SCI, 通讯作者,  影响因子: 3.242)

[8] In silico prediction of drug-target interaction networks based on drug topological structure and protein sequences. Scientific Reports. 2017. (SCI, 影响因子: 4.259)

[9] Accurate prediction of protein-protein interactions by integrating potential evolutionary information embedded in PSSM profile and discriminative vector machine classifier [J]. Oncotarget. 2017, 8(14):23638-23649. (SCI, 影响因子: 5.168,)

[10] Highly Accurate Prediction of Protein-Protein Interactions via Incorporating Evolutionary Information and Physicochemical Characteristics, International Journal of Molecular Sciences, 2016. (SCI, 影响因子: 3.226)

[11] LRMDA: Using [3] Logistic Regression and Random Walk with Restart for MiRNA-Disease Association Prediction. Proceedings of the 15th International Conference on Intelligent Computing, Lecture Notes in Computer Sciences, 2019. (EI,通讯作者)

[12] DBM-ELM深层网络模型, 南京大学学报(自然科学版), 2017.03, (中文核心,通讯作者)

教育经历

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工作经历

[1]   2013-09-01--2014-08-31
 中科院计算技术研究所 >> 访问学者 

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