南京农业大学教师个人主页袁培森--中文主页--科研论文

袁培森

副教授
硕士生导师
所在单位：智慧农业学院（人工智能学院）
办公地点：滨江校区人工智能学院 A613（办公室）A729（实验室）
毕业院校：复旦大学
学科：计算机软件与理论
计算机科学与技术

科研论文

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[1]Yuan Peisen, Jiang Lushuo, Cheng Zhanghao, Tan Yixi, Yang Yujia, He Cheng.Lightweight grading method for potato late blight severity based on enhanced YOLOv8-Unet3Plus network,FRONTIERS IN PLANT SCIENCE,2025,16:-(第一及共同通讯)
[2]Qi Chengfei, Feng Yanli, Wan Junling, Mao Xinying, Yuan Peisen.SFPFMformer: Short-Term Power Load Forecasting for Proxy Electricity Purchase Based on Feature Optimization and Multiscale Decomposition,MATHEMATICS,2025,13(10):-(通讯作者)
[3]Wan Junling, Sun Yusen, Fan Jianguo, Zhou Yu, Ye Rui, Yuan Peisen.GCML: A Short-Term Load Forecasting Framework for Distributed User Groups Based on Clustering and Multi-Task Learning,MATHEMATICS,2025,13(23):-(通讯作者)
[4]Yuan Peisen, Chen Zixin, Jin Qijiang, Xu Yingchun, Xu Huanliang.Lightweight lotus phenotype recognition based on MobileNetV2-SE with reliable pseudo-labels,COMPUTERS AND ELECTRONICS IN AGRICULTURE,2025,232:-(第一及通讯作者)
[5]Yuan Peisen,Xia Ye,Tian Yongchao,Xu Huanliang.TRiP: a transfer learning based rice disease phenotype recognition platform using SENet and microservices,FRONTIERS IN PLANT SCIENCE,2024,14(第一及通讯作者)
[6]袁培森,丁毅飞,徐焕良.基于深度主动学习与CBAM的细粒度菊花表型识别,农业机械学报,2024,(第一作者)
[7]袁培森,欧阳柳江,翟肇裕,田永超.基于MobileNetV3Small-ECA的水稻病害轻量级识别研究,农业机械学报,2024,55(2024年01期):253-262(第一作者)
[8]冯艳丽,周宇,黄福兴,万俊岭,袁培森.基于SF-Transformer的智能教育平台短期电力负荷预测研究,华东师范大学学报(自然科学版),2024,(2024年05期):173-182(通讯作者)
[9]邱书琦,蹇照民,方立雄,秦婧雯,万俊岭,袁培森.基于变分模态分解和集成学习的光伏发电预测,智慧电力,2024,52(2024年03期):32-38(通讯作者)
[10]Qi Chengfei, Peng Xinxia, Wang Yachao, Li Wenwen, Ren Chenwei, Yuan Peisen.LLA:Line Loss Anomalies Detection of Substation Areas Based on BACC Dual-Channel,2024 THE 7TH INTERNATIONAL CONFERENCE ON ENERGY, ELECTRICAL AND POWER ENGINEERING, CEEPE 2024,2024,(参与作者)

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