丁漪杰

作者:时间:2021-03-05点击数:

姓 名

丁漪杰

性 别

出生年月

1986/11/01

最高学历、学位

研究生/博士

职 称

特聘副研究员

职 务

科研人员

电子邮箱

wuxi_dyj@163.com

个人简介

一、基本情况:

2018年6月毕业于天津大学计算机科学与技术学院,获博士学位。2018年7月至2021年6月在苏州科技大学,电子与信息工程学院任讲师。2021年7月至今,在电子科技大学,长三角研究院(衢州)任专职科研人员。个人主页:http://lab.malab.cn/~dyj/

二、主要研究领域及学术成就:

主要研究方向为生物信息学与机器学习。以第一或通讯作者身份,在IEEE/ACM TCBB, IEEE TFS, IEEE TAI, IEEE JBHI, Neural Networks, Briefings in Bioinformatics, Information Sciences, Knowledge-Based Systems, Frontiers of Computer Science,Applied Soft Computing,Neurocomputing等期刊和IEEE BIBM会议发表40余篇论文。主持了国家自然科学基金项目(面上和青年),国家自然科学基金联合项目子课题,浙江省自然科学基金项目,江苏省高校自然科学研究项目,衢州市科技局项目。

三、代表性科研成果:

部分论文

[1]Yijie Ding; Jijun Tang; Fei Guo; Quan Zou, Identification of drug-target interactions via multiple kernel-based triple collaborative matrix factorization,Briefings in Bioinformatics: 2022, DOI: 10.1093/bib/bbab582.

[2]Yijie Ding; Prayag Tiwari; Fei Guo; Quan Zou, Shared subspace-based radial basis function neural network for identifying ncRNAs subcellular localization,Neural Networks: 2022, DOI: 10.1016/j.neunet.2022.09.026.

[3]Yijie Ding; Prayag Tiwari; Quan Zou; Fei Guo; Hari Mohan Pandey, C-loss based Higher-order Fuzzy Inference Systems for Identifying DNA N4-methylcytosine Sites,IEEE Transactions on Fuzzy Systems: 2022, DOI: 10.1109/TFUZZ.2022.3159103.

[4]Yijie Ding; Wenying He; Jijun Tang; Quan Zou; Fei Guo, Laplacian Regularized Sparse Representation based Classifier for Identifying DNA N4-methylcytosine Sites via L2,1/2-matrix Norm,IEEE/ACM Transactions on Computational Biology and Bioinformatics: 2021, DOI: 10.1109/TCBB.2021.3133309.

[5]Yijie Ding; Jijun Tang; Fei Guo. Human protein subcellular localization identification via fuzzy model on Kernelized Neighborhood Representation,Applied Soft Computing, 2020, doi: 10.1016/j.asoc.2020.106596.

[6]Yijie Ding, Jijun Tang, Fei Guo, Identification of Drug-Target Interactions via Dual Laplacian Regularized Least Squares with Multiple Kernel Fusion,Knowledge-Based Systems, 2020, 204:106254.

[7]Yijie Ding; Jijun Tang; Fei Guo. Protein Crystallization Identification via Fuzzy Model on Linear Neighborhood Representation.IEEE/ACM Transactions on Computational Biology and Bioinformatics: 2019, DOI: 10.1109/TCBB.2019.2954826.

[8]Yijie Ding; Jijun Tang; Fei Guo. Identification of Drug-side Effect Association via Semi-supervised Model and Multiple Kernel Learning.IEEE Journal of Biomedical and Health Informatics: 2019, 23(6), 2619-2632.

[9]Yijie Ding; Jijun Tang; Fei Guo. Identification of drug-target interactions via multiple information integration.Information Sciences: 2017 ,418 ,546-560.

奖项:

1.天津市人民政府,自然科学二等奖(排名第4),2021.

2.中国发明协会,发明创新奖一等奖(排名第2),2022.

3.浙江省生物信息学学会,自然科学二等奖(排名第1),2022.

4.苏州市人工智能学会,自然科学二等奖(排名第6),2020.





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