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CASIA OpenIR

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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：4/1  |  提交时间：2024/04/23
Data augmentation, feature clustering, class-rebalance strategy, few-shot learning, fault diagnosis  
Deep convolutional neural network based on self-distillation for tool wear recognition 期刊论文
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2024, 卷号: 132, 页码: 12
作者:  Pan, Yi;  Hao, Ling;  He, Jianliang;  Ding, Kun;  Yu, Qiang;  Wang, Yulin
收藏  |  浏览/下载：13/0  |  提交时间：2024/03/27
Tool fault diagnosis  Mobile inspection robots  Self-distillation  Industry 4.0  Deep learning  
Label Recovery and Trajectory Designable Network for Transfer Fault Diagnosis of Machines With Incorrect Annotation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 932-945
作者:  Bin Yang;  Yaguo Lei;  Xiang Li;  Naipeng Li;  Asoke K. Nandi
Adobe PDF(18822Kb)  |  收藏  |  浏览/下载：22/5  |  提交时间：2024/03/18
Deep transfer learning  domain adaptation  incorrect label annotation  intelligent fault diagnosis  rotating machines  
Spatial Domain Image Fusion with Particle Swarm Optimization and Lightweight AlexNet for Robotic Fish Sensor Fault Diagnosis 期刊论文
BIOMIMETICS, 2023, 卷号: 8, 期号: 6, 页码: 20
作者:  Fan, Xuqing;  Deng, Sai;  Wu, Zhengxing;  Fan, Junfeng;  Zhou, Chao
收藏  |  浏览/下载：78/0  |  提交时间：2023/12/21
image fusion  lightweight AlexNet  particle swarm optimization  fault diagnosis  robotic fish  
Deep learning models of ultrasonography significantly improved the differential diagnosis performance for superficial soft-tissue masses: a retrospective multicenter study 期刊论文
BMC MEDICINE, 2023, 卷号: 21, 期号: 1, 页码: 11
作者:  Long, Bin;  Zhang, Haoyan;  Zhang, Han;  Chen, Wen;  Sun, Yang;  Tang, Rui;  Lin, Yuxuan;  Fu, Qiang;  Yang, Xin;  Cui, Ligang;  Wang, Kun
收藏  |  浏览/下载：60/0  |  提交时间：2023/12/21
Superficial soft-tissue masses  Deep learning model  Ultrasound  Diagnosis  Computer-assisted diagnosis  
Feature Clustering-Based Network for Industrial Process Diagnosis With Incremental Fault Types 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2023, 卷号: 72, 页码: 11
作者:  Xu, Xinyao;  Xu, De
收藏  |  浏览/下载：28/0  |  提交时间：2023/11/17
~Catastrophic forgetting  fault diagnosis  feature clustering  incremental learning  network expansion  
Label propagation-based unsupervised domain adaptation for intelligent fault diagnosis 期刊论文
JOURNAL OF INTELLIGENT MANUFACTURING, 2023, 页码: 18
作者:  Wang, Huanjie;  Li, Yuan;  Bai, Xiwei;  Li, Jingwei;  Tan, Jie;  Liu, Chengbao
收藏  |  浏览/下载：83/0  |  提交时间：2023/11/17
Intelligent diagnosis  Rotating machinery  Label propagation  Subpopulation shift  Unsupervised domain adaptation  
Position Weighted Convolutional Neural Network for Unbalanced Children Caries Diagnosis 期刊论文
IEEE ACCESS, 2023, 卷号: 11, 页码: 77034-77044
作者:  Zhou, Xiaojie;  Feng, Xueou;  Li, Qingming;  Yin, Qiyue;  Yang, Jun;  Yu, Guoxia;  Shi, Qing
收藏  |  浏览/下载：74/0  |  提交时间：2023/11/17
Caries diagnosis  CNN  transformer  position embedding  panoramic radiograph  
Deep Penetrating and Sensitive Targeted Magnetic Particle Imaging and Photothermal Therapy of Early-Stage Glioblastoma Based on a Biomimetic Nanoplatform 期刊论文
ADVANCED SCIENCE, 2023, 页码: 11
作者:  Huang, Xiazi;  Hui, Hui;  Shang, Wenting;  Gao, Pengli;  Zhou, Yingying;  Pang, Weiran;  Woo, Chi Man;  Lai, Puxiang;  Tian, Jie
收藏  |  浏览/下载：108/0  |  提交时间：2023/11/17
biomimetic nanoplatform  brain-blood-barrier breaking  cancer diagnosis  glioblastoma multiforme  magnetic particle imaging  
Molecular imaging-guided extracellular vesicle-based drug delivery for precise cancer management: Current status and future perspectives 期刊论文
JOURNAL OF CONTROLLED RELEASE, 2023, 卷号: 362, 页码: 97-120
作者:  Cheng, Zhongquan;  Shang, Jihuan;  Wang, Huarong;  Yu, Leyi;  Yuan, Zhu;  Zhang, Yinlong;  Du, Yang;  Tian, Jie
收藏  |  浏览/下载：68/0  |  提交时间：2023/11/16
Extracellular vesicles  Molecular imaging  Cancer  Diagnosis  Therapy