Chen, Baiyun, Ph.D.

Assistant Professor
Computer Science Department
Andrew F. Brimmer Hall Room 300-E9
精东AV, 精东AV, AL 36088
Office:聽 334-727-8533
Fax: 334-724-4389
Email:聽 bchen@tuskegee.edu聽

EDUCATION

• Ph.D., Computer Science, Chongqing University of Posts and Telecommunications, China, 2022
• M.E., Management Information System, Zhongnan University of Economics and Law, China, 2015
• B.E., Management Information System, Zhongnan University of Economics and Law, China, 2012

WORKING EXPERIENCE

• Assistant Professor, Department of Computer Science, 精东AV, 2023-present
• Visiting Scholar, ICTEAM Research Institute, Catholic University of Louvain, Belgium, 2021-2022
• Teaching and Research Assistant, Department of Computer Science and Technology, Chongqing University of Posts and Telecommunications, 2017-2020
• Database developer (Intern), Jingdong Electronic Commerce Company, 2014-2015
• Data Analyst (Intern), Teradata Corporation, 2013-2014

PUBLICATIONS

• Chen B., Xia S., Chen Z., Wang B., Wang G. 鈥淩SMOTE: A self-adaptive robust SMOTE for imbalanced problems with label noise.鈥� Information Sciences (IS), vol. 553, pp. 397-428, 2021
• Chen B., Huang L., Chen Z., Wang G. 鈥淎n Ensemble and Iterative Recovery Strategy Based kGNN Method to Edit Data with Label Noise.鈥� Mathematics, vol. 10(15), no. 2743, 2022.
• Xia S., Chen B., Wang G., Zheng Y., Gao X., Giem E., Chen Z. 鈥渕CRF and mRD: Two classification methods based on a novel multiclass label noise filtering learning framework.鈥� IEEE Transactions on Neural Networks and Learning Systems (TNNLS), vol. 33(7), pp. 2916-2930, 2022.
• Chen B., Huang L., Peng J., Zhou H. 鈥淎n Iterative Recovery Strategy based KNN Method to Edit the Data with Label Noise.鈥� in IEEE International Conference on Computer Engineering and Applications (ICCEA), pp. 1036-1040, 2022.
• Liang X, Xia S, Liu Q, Y. Liu, B. Chen, G. Wang. 鈥淎 Multi-Granular Relative Density Model for Class Noise Detection.鈥� In IEEE International Conference on Big Data (BigData), pp. 2651-2656, 2018.
• Liu Y., Xia S., Yu H., Luo Y., Chen B., Liu K., Wang G. 鈥淧rediction of Aluminum Electrolysis Superheat Based on Improved Relative Density Noise Filter SMO.鈥� In IEEE International Conference on Big Knowledge (ICBK), pp. 376-381, 2018.
• Chen Z., Ding X., Xia S., Chen B. 鈥淭he k-means forest classifier for high dimensional data.鈥� In IEEE International Conference on Big Knowledge (ICBK), pp. 322-327, 2018.
• Yu, C., Zuo, Y., Feng, B., An, L., Chen, B. 鈥淎n individual-group-merchant relation model for identifying fake online reviews: an empirical study on a Chinese e-commerce platform.鈥� Information Technology and Management (ITM), vol. 20(3), pp. 123-138, 2019.