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个人信息Personal Information
副教授
硕士生导师
教师拼音名称：xj1
出生日期：1982-10-29
电子邮箱：
所在单位：计算机与信息学院（人工智能学院）
学历：研究生(博士)毕业
办公地点：翡翠湖校区翡翠科教楼1603
性别：女
学位：博士学位
在职信息：在职
学科：计算机应用技术
- 部分代表性论文
- [1] Juan Xu , Haiqiang Zhang , Weiwei Chen, et.al. CGASNet: A Generalized Zero-Shot Learning Compound Fault Diagnosis Approach for Bearings, IEEE Transactions on Instrumentation and Measurement,2024, 73:2513111 , DOI10.1109/TIM.2024.3373062 (Q1,中科院2区, IF 5.332, top期刊,仪器领域T1期刊)
- [2] Juan Xu, Hui Kong, Kang Li, et.al. Generative Zero-shot Compound Fault Diagnosis Based on Semantic Alignment, IEEE Transactions on Instrumentation and Measurement,2024, 73: 3508713, DOI: 10.1109/TIM.2023.3345912 (Q1,中科院2区, IF 5.332, top期刊,仪器领域T1期刊)
- [3] Juan Xu, haiqiang Zhang , Long Zhou , Yuqi Fan. Zero-shot compound fault diagnosis method based on semantic learning and discriminative features, IEEE Transactions on Instrumentation and Measurement, 2023, 72,10.1109/TIM.2023.3280503 (Q1,中科院2区, IF 5.332) 6引用
- [4] Juan Xu (徐娟), Shaokang Liang, Xu Ding and Ruqiang Yan. “A zero-shot fault semantics learning model for compound fault diagnosis.” Expert Systems with Applications，2023，221: 119642(Q1,中科院1区,top期刊, IF 8.665) 21引用
- [5] Juan Xu, Kang Li, Yuqi Fan, Xiaohui Yuan，A label information vector generative zero-shot model for the diagnosis of compound faults，Expert Systems with Applications，2023，233: 120875 (Q1,中科院1区,top期刊, IF 8.665) 4引用
- [6] Juan Xu(徐娟), Long Zhou, Weihua Zhao, Yuqi Fan, Xu Ding; Zero-shot learning compound fault diagnosis of bearings, Expert System with Application, 2022, 190, (3),116197 (Q1,中科院1区, top期刊,IF 8.665) 65引用
- [7] Mingchen Luo(学生), Juan Xu(徐娟,唯一通讯作者), Yuqi Fan, and Jianjun Zhang, TRNet: A cross-component few-shot mechanical fault diagnosis, IEEE Transactions on Industrial Informatics, 2022, 19(5): 6883-6894（Q1,中科院1区,top期刊, IF 11.648）
- [8] Juan Xu(徐娟), Yongfang Shi, Xiaohui Yuan and Siliang Lu. Cross-Category Mechanical Fault Diagnosis Based on Deep Few-Shot Learning. IEEE Sensors Journal ,2021,21: 27698-27709.(Q1,中科院2区, IF 4.325)
- [9] Juan Xu(徐娟), Shiyu Duan, Weiwei Chen, Dongfeng Wang and Yuqi Fan. “SACGNet: A Remaining Useful Life Prediction of Bearing with Self-Attention Augmented Convolution GRU Network.” Lubricants.2022; 10(2):21.（Q2，中科院3区, IF 3.584）
- [10] Juan Xu(徐娟), Lei Qian, Weiwei Chen, Xu Ding. Hard Negative Samples Contrastive Learning for Remaining Useful-Life Prediction of Bearings. Lubricants, 2022, 10(5): 102.（Q2，中科院3区, IF 3.584）
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