1. 机器学习
2. 数据挖掘
教育及工作经历：
2019/12至今，爱游戏app合作马竞，爱游戏app合作马竞，副教授
2016/11–2019/12，爱游戏app合作马竞，爱游戏app合作马竞，讲师
2012/09–2016/06，爱游戏app合作马竞，计算机应用技术，博士
2009/09–2012/06，安徽师范大学，计算机应用技术，硕士
2004/09–2008/06，安徽理工大学，计算机科学与技术，学士
近年来发表的部分学术论文如下：
[1].Yan Y, Zhu Y W, Liu R Q, et al.Spatial Distribution-based Imbalanced Undersampling[J], IEEE Transactions on Knowledge and Data Engineering, 2022. (CCF A,中科院2区)
[2].Yan Y, Zhou T, Zheng Z, et al. Robust gravitation based adaptive k-NN graph under class-imbalanced scenarios[J]. Knowledge-Based Systems, 2022, 239: 108002. (CCF C,中科院1区)
[3].Yan Y, Jiang Y, Zheng Z, et al. LDAS: Local density-based adaptive sampling for imbalanced data classification[J]. Expert Systems with Applications, 2022, 191: 116213. CCF C,中科院1区)
[4].Yan Y, Wu Y, Du X, et al. Incomplete data ensemble classification using imputation-revision framework with local spatial neighborhood information[J]. Applied Soft Computing, 2021(99): 106905. (中科院2区)
[5].Zhu Y, Yan Y*, Zhang Y, et al. EHSO: Evolutionary Hybrid Sampling in overlapping scenarios for imbalanced learning[J]. Neurocomputing, 2020, 417: 333-346. (CCF C,中科院2区)
[6].Yan Y T, Wu Z B, Du X Q, et al. A three-way decision ensemble method for imbalanced data oversampling[J]. International Journal of Approximate Reasoning, 2019, 107: 1-16. (CCF B,中科院3区)
[7].Yan Y T, Zhang Y P, Zhang Y W, et al. A selective neural network ensemble classification for incomplete data[J]. International Journal of Machine Learning and Cybernetics, 2017, 8(5): 1513-1524. (中科院3区)
[8].Yan Y T, Zhang Y P, Chen J, et al. Incomplete data classification with voting based extreme learning machine[J]. Neurocomputing, 2016, 193: 167-175. (CCF C,中科院2区)
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国家自然科学基金青年项目：不完整信息的多粒度数据表示及其优化方法研究。