Funa Zhou

According to our database, Funa Zhou authored at least 31 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Fault diagnosis based on federated learning driven by dynamic expansion for model layers of imbalanced client.

Funa Zhou, Shun Liu, Hamido Fujita, Xiong Hu, Yanbo Zhang, Bei Wang, Kai Wang

Expert Syst. Appl., March, 2024

2023

A Semi-Supervised Federated Learning Fault Diagnosis Method Based on Adaptive Class Prototype Points for Data Suffered by High Missing Rate.

Funa Zhou, Wei Xu, Chaoge Wang, Xiong Hu, Tianzhen Wang

J. Intell. Robotic Syst., December, 2023

An active federated method driven by inter-client informativeness variability of labeled data.

Funa Zhou, Chang Wang, Xiong Hu, Chaoge Wang, Tianzhen Wang

Signal Image Video Process., November, 2023

Dynamic Semi-Supervised Federated Learning Fault Diagnosis Method Based on an Attention Mechanism.

Shun Liu, Funa Zhou, Shanjie Tang, Xiong Hu, Chaoge Wang, Tianzhen Wang

Entropy, October, 2023

A personalized federated learning-based fault diagnosis method for data suffering from network attacks.

Zhiqiang Zhang, Funa Zhou, Chongsheng Zhang, Chenglin Wen, Xiong Hu, Tianzhen Wang

Appl. Intell., October, 2023

A Multiscale Recursive Attention Gate Federation Method for Multiple Working Conditions Fault Diagnosis.

Zhiqiang Zhang, Funa Zhou, Chaoge Wang, Chenglin Wen, Xiong Hu, Tianzhen Wang

Entropy, August, 2023

Federated Learning Based Fault Diagnosis Driven by Intra-Client Imbalance Degree.

Funa Zhou, Yi Yang, Chaoge Wang, Xiong Hu

Entropy, April, 2023

Trend Feature Consistency Guided Deep Learning Method for Minor Fault Diagnosis.

Pengpeng Jia, Chaoge Wang, Funa Zhou, Xiong Hu

Entropy, February, 2023

Missing Data Rolling Bearing Remaining Useful Life Prediction Fusion Auto-Correlation and Cross-Correlation.

Zhuo Li, Funa Zhou, Jiechen Sun

Proceedings of the CAA Symposium on Fault Detection, 2023

2022

A Cross Working Condition Multiscale Recursive Feature Fusion Method for Fault Diagnosis of Rolling Bearing in Multiple Working Conditions.

Zhiqiang Zhang, Funa Zhou, Sijie Li

IEEE Access, 2022

2021

A sparse denoising deep neural network for improving fault diagnosis performance.

Funa Zhou, Tong Sun, Xiong Hu, Tianzhen Wang, Chenglin Wen

Signal Image Video Process., 2021

Real-time fault diagnosis using deep fusion of features extracted by parallel long short-term memory with peephole and convolutional neural network.

Funa Zhou, Zhiqiang Zhang, Danmin Chen

J. Syst. Control. Eng., 2021

Fault diagnosis based on deep learning by extracting inherent common feature of multi-source heterogeneous data.

Funa Zhou, Shuai Yang, Yifan He, Danmin Chen, Chenglin Wen

J. Syst. Control. Eng., 2021

RUL Prediction Based on Sparse Denoising LSTM.

Funa Zhou, Zhiqiang Zhang, Po Hu

Proceedings of the CAA Symposium on Fault Detection, 2021

A Mechanical Impact Fault Detection Method Based on PCA for Marine Current Turbine.

Milu Zhang, Funa Zhou, Tianhao Tang

Proceedings of the CAA Symposium on Fault Detection, 2021

2020

Deep learning fault diagnosis method based on global optimization GAN for unbalanced data.

Funa Zhou, Shuai Yang, Hamido Fujita, Danmin Chen, Chenglin Wen

Knowl. Based Syst., 2020

Inverse projection group sparse representation for tumor classification: A low rank variation dictionary approach.

Xiaohui Yang, Xiaoying Jiang, Chenxi Tian, Pei Wang, Funa Zhou, Hamido Fujita

Knowl. Based Syst., 2020

An Improved Discrete Migrating Birds Optimization Algorithm for the No-Wait Flow Shop Scheduling Problem.

Sujun Zhang, Xingsheng Gu, Funa Zhou

IEEE Access, 2020

Nonlinear Non-Gaussian Estimation Using Maximum Correntropy Square Root Cubature Information Filtering.

Xiaoliang Feng, Yuxin Feng, Funa Zhou, Li Ma, Chun-xi Yang

IEEE Access, 2020

An Attachment Recognition Method Based on Image Generation and Semantic Segmentation for Marine Current Turbines.

Haiyang Peng, Tianzhen Wang, Shreya Pandey, Lisu Chen, Funa Zhou

Proceedings of the 46th Annual Conference of the IEEE Industrial Electronics Society, 2020

2019

Transfer Learning Based Fault Diagnosis with Missing Data Due to Multi-Rate Sampling.

Danmin Chen, Shuai Yang, Funa Zhou

Sensors, 2019

Deep Learning Fault Diagnosis Method Based on Feature Generative Adversarial Networks for Unbalanced Data.

Shuai Yang, Funa Zhou, Danmin Chen, Chenglin Wen

Proceedings of the CAA Symposium on Fault Detection, 2019

2018

Average Accumulative Based Time Variant Model for Early Diagnosis and Prognosis of Slowly Varying Faults.

Funa Zhou, Ju H. Park, Chenglin Wen, Po Hu

Sensors, 2018

A Multimodal Feature Fusion-Based Deep Learning Method for Online Fault Diagnosis of Rotating Machinery.

Funa Zhou, Po Hu, Shuai Yang, Chenglin Wen

Sensors, 2018

Low Rank Variation Dictionary and Inverse Projection Group Sparse Representation Model for Breast Tumor Classification.

Xiaohui Yang, Xiaoying Jiang, Wenming Wu, Juan Zhang, Dan Long, Funa Zhou, Yiming Xu

CoRR, 2018

Incipient Fault Diagnosis Based on DNN with Transfer Learning.

Danmin Chen, Shuai Yang, Funa Zhou

Proceedings of the 2018 International Conference on Control, 2018

2017

DCA-Based Real-Time Residual Useful Life Prediction for Critical Faulty Component.

Funa Zhou, Jiayu Wang, Yulin Gao

J. Control. Sci. Eng., 2017

A Novel Multimode Fault Classification Method Based on Deep Learning.

Funa Zhou, Yulin Gao, Chenglin Wen

J. Control. Sci. Eng., 2017

2016

Differential feature based hierarchical PCA fault detection method for dynamic fault.

Funa Zhou, Ju H. Park, Yajuan Liu

Neurocomputing, 2016

2009

Hybrid DCA-PCA Multiple Faults Diagnosis Method.

Funa Zhou, Tianhao Tang, Chenglin Wen

Proceedings of the ICINCO 2009, 2009

2008

Hybrid Wavelet-Kalman Filter Multi-scale Sequential Fusion Method.

Funa Zhou, Tianhao Tang

Proceedings of the ICINCO 2008, 2008