Funa Zhou

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 30

Top Topics

Fault Diagnosis

Unbalanced Data

Top Venues

CAA SAFEPROCESS

Publications

Funa Zhou, Shun Liu, Hamido Fujita, Xiong Hu, Yanbo Zhang, Bei Wang, Kai Wang
Fault diagnosis based on federated learning driven by dynamic expansion for model layers of imbalanced client. Expert Syst. Appl. 238 (Part E) (2024)
Funa Zhou, Yi Yang, Chaoge Wang, Xiong Hu
Federated Learning Based Fault Diagnosis Driven by Intra-Client Imbalance Degree. Entropy 25 (4) (2023)
Zhiqiang Zhang, Funa Zhou, Chongsheng Zhang, Chenglin Wen, Xiong Hu, Tianzhen Wang
A personalized federated learning-based fault diagnosis method for data suffering from network attacks. Appl. Intell. 53 (19) (2023)
Shun Liu, Funa Zhou, Shanjie Tang, Xiong Hu, Chaoge Wang, Tianzhen Wang
Dynamic Semi-Supervised Federated Learning Fault Diagnosis Method Based on an Attention Mechanism. Entropy 25 (10) (2023)
Zhiqiang Zhang, Funa Zhou, Hamid Reza Karimi, Hamido Fujita, Xiong Hu, Chenglin Wen, Tianzhen Wang
Attention gate guided multiscale recursive fusion strategy for deep neural network-based fault diagnosis. Eng. Appl. Artif. Intell. 126 (2023)
Funa Zhou, Wei Xu, Chaoge Wang, Xiong Hu, Tianzhen Wang
A Semi-Supervised Federated Learning Fault Diagnosis Method Based on Adaptive Class Prototype Points for Data Suffered by High Missing Rate. J. Intell. Robotic Syst. 109 (4) (2023)
Zhuo Li, Funa Zhou, Jiechen Sun
Missing Data Rolling Bearing Remaining Useful Life Prediction Fusion Auto-Correlation and Cross-Correlation. SAFEPROCESS (2023)
Funa Zhou, Chang Wang, Xiong Hu, Chaoge Wang, Tianzhen Wang
An active federated method driven by inter-client informativeness variability of labeled data. Signal Image Video Process. 17 (8) (2023)
Zhiqiang Zhang, Funa Zhou, Chaoge Wang, Chenglin Wen, Xiong Hu, Tianzhen Wang
A Multiscale Recursive Attention Gate Federation Method for Multiple Working Conditions Fault Diagnosis. Entropy 25 (8) (2023)
Pengpeng Jia, Chaoge Wang, Funa Zhou, Xiong Hu
Trend Feature Consistency Guided Deep Learning Method for Minor Fault Diagnosis. Entropy 25 (2) (2023)
Zhiqiang Zhang, Funa Zhou, Sijie Li
A Cross Working Condition Multiscale Recursive Feature Fusion Method for Fault Diagnosis of Rolling Bearing in Multiple Working Conditions. IEEE Access 10 (2022)
Funa Zhou, Zhiqiang Zhang, Po Hu
RUL Prediction Based on Sparse Denoising LSTM. CAA SAFEPROCESS (2021)
Funa Zhou, Zhiqiang Zhang, Danmin Chen
Real-time fault diagnosis using deep fusion of features extracted by parallel long short-term memory with peephole and convolutional neural network. J. Syst. Control. Eng. 235 (10) (2021)
Milu Zhang, Funa Zhou, Tianhao Tang
A Mechanical Impact Fault Detection Method Based on PCA for Marine Current Turbine. CAA SAFEPROCESS (2021)
Funa Zhou, Tong Sun, Xiong Hu, Tianzhen Wang, Chenglin Wen
A sparse denoising deep neural network for improving fault diagnosis performance. Signal Image Video Process. 15 (8) (2021)
Funa Zhou, Shuai Yang, Yifan He, Danmin Chen, Chenglin Wen
Fault diagnosis based on deep learning by extracting inherent common feature of multi-source heterogeneous data. J. Syst. Control. Eng. 235 (10) (2021)
Funa Zhou, Shuai Yang, Hamido Fujita, Danmin Chen, Chenglin Wen
Deep learning fault diagnosis method based on global optimization GAN for unbalanced data. Knowl. Based Syst. 187 (2020)
Sujun Zhang, Xingsheng Gu, Funa Zhou
An Improved Discrete Migrating Birds Optimization Algorithm for the No-Wait Flow Shop Scheduling Problem. IEEE Access 8 (2020)
Xiaoliang Feng, Yuxin Feng, Funa Zhou, Li Ma, Chun-xi Yang
Nonlinear Non-Gaussian Estimation Using Maximum Correntropy Square Root Cubature Information Filtering. IEEE Access 8 (2020)
Xiaohui Yang, Xiaoying Jiang, Chenxi Tian, Pei Wang, Funa Zhou, Hamido Fujita
Inverse projection group sparse representation for tumor classification: A low rank variation dictionary approach. Knowl. Based Syst. 196 (2020)
Haiyang Peng, Tianzhen Wang, Shreya Pandey, Lisu Chen, Funa Zhou
An Attachment Recognition Method Based on Image Generation and Semantic Segmentation for Marine Current Turbines. IECON (2020)
Shuai Yang, Funa Zhou, Danmin Chen, Chenglin Wen
Deep Learning Fault Diagnosis Method Based on Feature Generative Adversarial Networks for Unbalanced Data. CAA SAFEPROCESS (2019)
Danmin Chen, Shuai Yang, Funa Zhou
Transfer Learning Based Fault Diagnosis with Missing Data Due to Multi-Rate Sampling. Sensors 19 (8) (2019)
Xiaohui Yang, Xiaoying Jiang, Wenming Wu, Juan Zhang, Dan Long, Funa Zhou, Yiming Xu
Low Rank Variation Dictionary and Inverse Projection Group Sparse Representation Model for Breast Tumor Classification. CoRR (2018)
Funa Zhou, Ju H. Park, Chenglin Wen, Po Hu
Average Accumulative Based Time Variant Model for Early Diagnosis and Prognosis of Slowly Varying Faults. Sensors 18 (6) (2018)
Funa Zhou, Po Hu, Shuai Yang, Chenglin Wen
A Multimodal Feature Fusion-Based Deep Learning Method for Online Fault Diagnosis of Rotating Machinery. Sensors 18 (10) (2018)
Danmin Chen, Shuai Yang, Funa Zhou
Incipient Fault Diagnosis Based on DNN with Transfer Learning. ICCAIS (2018)
Funa Zhou, Jiayu Wang, Yulin Gao
DCA-Based Real-Time Residual Useful Life Prediction for Critical Faulty Component. J. Control. Sci. Eng. 2017 (2017)
Funa Zhou, Yulin Gao, Chenglin Wen
A Novel Multimode Fault Classification Method Based on Deep Learning. J. Control. Sci. Eng. 2017 (2017)
Funa Zhou, Ju H. Park, Yajuan Liu
Differential feature based hierarchical PCA fault detection method for dynamic fault. Neurocomputing 202 (2016)
Funa Zhou, Tianhao Tang, Chenglin Wen
Hybrid DCA-PCA Multiple Faults Diagnosis Method. ICINCO-ICSO (2009)
Funa Zhou, Tianhao Tang
Hybrid Wavelet-Kalman Filter Multi-scale Sequential Fusion Method. ICINCO-SPSMC (2008)