陈 冬

研究生导师简介

姓名：陈冬，性别：男

学科专业：计算机应用技术

学历及学位：博士研究生/博士

职称：副教授

职务：教师

联系方式（邮箱）：peakgrin@qq.com

研究方向：

主要研究方向包括生物信息学、深度学习理论和应用、数字图像处理、小波理论、数据挖掘及隐私保护等。

主要科研项目：

[1]国家自然科学基金面上项目，《基于深度学习的MHC-I分子及其结合肽识别方法研究》（62372267），2024.1-2027.12，50万元，主持。

[2]衢州市科技攻关项目,《抗癌肽识别及其细胞穿透性预测方法研究》（2024K160），2024.12-2026.12，10万元，主持。

近期代表性论文及成果：

[1] Dong Chen, Yanjuan Li, Jiaquan Chen, Hongbo Bi and Xiajun Ding. Differential Privacy via Haar Wavelet Transform and Gaussian Mechanism for Range Query. Computational Intelligence and Neuroscience. 2022, 8139813. (SCI)

[2] Dong Chen, Sai Li and Yu Chen. ISTRF: Identification of sucrose transporter using random forest. Frontiers in Genetics. 2022, 1012828. (SCI)

[3] Dong Chen and Yanjuan Li. PredMHC: An Effective Predictor of Major Histocompatibility Complex Using Mixed Features. Frontiers in Genetics. 2022, 875112. (SCI)

[4] Dong Chen, Yanjuan Li, Haiying Zhang and Wenpeng Gao. Invertible update-then-predict integer lifting wavelet for lossless image compression. EURASIP Journal on Advances in Signal Processing. 2017, 8: 1-9. (SCI)

[5] Yanjuan Li, Di Ma, Dong Chen* and Yu Chen*. ACP-GBDT: An improved anticancer peptide identification method with gradient boosting decision tree. Frontiers in Genetics. 2023, 1165765. (SCI)

[6] Peng Liu, Yijie Ding, Ying Rong* and Dong Chen*. Prediction of cell penetrating peptides and their uptake efficiency using random forest-based feature selections. AIChE Journal. 2022, 68(9): e17781. (SCI)

[7] Feifei Cui, Zilong Zhang, Chen Cao, Quan Zou, Dong Chen* and Xi Su*. Protein–DNA/RNA interactions: Machine intelligence tools and approaches in the era of artificial intelligence and big data. Proteomics. 2022, 202100197. (SCI)

[8] Haoyu Zhang, Quan Zou, Ying Ju, Chenggang Song and Dong Chen*. Distance-based Support Vector Machine to Predict DNA N6-methyladenine Modification. Current Bioinformatics. 2022, 17(5): 473-482. (SCI)

[9] Yuxin Guo, Ying Ju, Dong Chen* and Lihong Wang*. Research on the Computational Prediction of Essential Genes. Frontiers in Cell and Developmental Biology. 2021, 803608. (SCI)