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A New Diagnosis Method with Few-shot Learning Based on a Class-rebalance Strategy for Scarce Faults in Industrial Processes 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 583-594
作者:  Xinyao Xu;  De Xu;  Fangbo Qin
Adobe PDF(1348Kb)  |  收藏  |  浏览/下载：68/26  |  提交时间：2024/04/23
Data augmentation, feature clustering, class-rebalance strategy, few-shot learning, fault diagnosis  
A New Diagnosis Method with Few-shot Learning Based on a Class-rebalance Strategy for Scarce Faults in Industrial Processes 期刊论文
Machine Intelligence Research, 2023, 页码: 1-12
作者:  Xu, Xinyao;  Xu, De;  Qin, Fangbo
Adobe PDF(1677Kb)  |  收藏  |  浏览/下载：216/72  |  提交时间：2023/06/21
data augmentation  feature clustering  class-rebalance strategy  few-shot learning  fault diagnosis  
Deep Reinforcement Learning of Robotic Precision Insertion Skill Accelerated by Demonstrations 会议论文
, Vancouver, British Columbia, Canada, 2019-08-22
作者:  Wu, Xiapeng;  Zhang, Dapeng;  Qin, Fangbo;  Xu, De
浏览  |  Adobe PDF(1748Kb)  |  收藏  |  浏览/下载：293/104  |  提交时间：2020/06/09
Surgical instrument segmentation for endoscopic vision with data fusion of CNN prediction and kinematic pose 会议论文
, Montreal, Canada, 2019-5-20
作者:  Fangbo Qin;  Yangming Li;  Yun-Hsuan Su;  De Xu;  Blake Hannaford
浏览  |  Adobe PDF(645Kb)  |  收藏  |  浏览/下载：451/175  |  提交时间：2019/08/22
An Active Radial Compliance Method with Anisotropic Stiffness Learning for Precision Assembly 期刊论文
INTERNATIONAL JOURNAL OF PRECISION ENGINEERING AND MANUFACTURING, 2017, 卷号: 18, 期号: 4, 页码: 471-478
作者:  Qin, Fang-Bo;  Xu, De;  Xing, Deng-Peng;  Zhang, Zheng-Tao
浏览  |  Adobe PDF(1183Kb)  |  收藏  |  浏览/下载：436/128  |  提交时间：2017/07/18
Active Compliance  Force Control  Learning From Experience  Vision Measurement  Precision Assembly  
Coordinated Insertion Control for Inclined Precision Assembly 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2016, 卷号: 63, 期号: 5, 页码: 2990-2999
作者:  Xing, Dengpeng;  Liu, Fangfang;  Qin, Fangbo;  Xu, De
浏览  |  Adobe PDF(1267Kb)  |  收藏  |  浏览/下载：380/132  |  提交时间：2016/10/20
Coordinated Control  Inclined Insertion  Precision Assembly