Hybrid Wavelet-Kalman Filter Multi-scale Sequential Fusion Method. - Funa Zhou; Tianhao Tang (ICINCO-SPSMC, 2008)

Hybrid DCA-PCA Multiple Faults Diagnosis Method. - Funa Zhou; Tianhao Tang; Chenglin Wen (ICINCO-ICSO, 2009)

Differential feature based hierarchical PCA fault detection method for dynamic fault. - Funa Zhou; Ju H. Park 001; Yajuan Liu 001 (Neurocomputing, 2016)

A Novel Multimode Fault Classification Method Based on Deep Learning. - Funa Zhou; Yulin Gao; Chenglin Wen (J. Control. Sci. Eng., 2017)

DCA-Based Real-Time Residual Useful Life Prediction for Critical Faulty Component. - Funa Zhou; Jiayu Wang; Yulin Gao (J. Control. Sci. Eng., 2017)

Incipient Fault Diagnosis Based on DNN with Transfer Learning. - Danmin Chen; Shuai Yang; Funa Zhou (ICCAIS, 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)

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)

Average Accumulative Based Time Variant Model for Early Diagnosis and Prognosis of Slowly Varying Faults. - Funa Zhou; Ju H. Park 001; Chenglin Wen; Po Hu (Sensors, 2018)

Deep Learning Fault Diagnosis Method Based on Feature Generative Adversarial Networks for Unbalanced Data. - Shuai Yang; Funa Zhou; Danmin Chen; Chenglin Wen (CAA SAFEPROCESS, 2019)

Transfer Learning Based Fault Diagnosis with Missing Data Due to Multi-Rate Sampling. - Danmin Chen; Shuai Yang; Funa Zhou (Sensors, 2019)

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 (IECON, 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 Improved Discrete Migrating Birds Optimization Algorithm for the No-Wait Flow Shop Scheduling Problem. - Sujun Zhang; Xingsheng Gu; Funa Zhou (IEEE Access, 2020)

Inverse projection group sparse representation for tumor classification: A low rank variation dictionary approach. - Xiaohui Yang; Xiaoying Jiang; Chenxi Tian; Pei Wang 004; Funa Zhou; Hamido Fujita (Knowl. Based Syst., 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)

A Mechanical Impact Fault Detection Method Based on PCA for Marine Current Turbine. - Milu Zhang; Funa Zhou; Tianhao Tang (CAA SAFEPROCESS, 2021)

RUL Prediction Based on Sparse Denoising LSTM. - Funa Zhou; Zhiqiang Zhang; Po Hu (CAA SAFEPROCESS, 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)

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)

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)

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)

Missing Data Rolling Bearing Remaining Useful Life Prediction Fusion Auto-Correlation and Cross-Correlation. - Zhuo Li; Funa Zhou; Jiechen Sun (SAFEPROCESS, 2023)

Trend Feature Consistency Guided Deep Learning Method for Minor Fault Diagnosis. - Pengpeng Jia; Chaoge Wang; Funa Zhou; Xiong Hu (Entropy, 2023)

Federated Learning Based Fault Diagnosis Driven by Intra-Client Imbalance Degree. - Funa Zhou; Yi Yang; Chaoge Wang; Xiong Hu (Entropy, 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, 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., 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, 2023)

Attention gate guided multiscale recursive fusion strategy for deep neural network-based fault diagnosis. - Zhiqiang Zhang; Funa Zhou; Hamid Reza Karimi; Hamido Fujita; Xiong Hu; Chenglin Wen; Tianzhen Wang (Eng. Appl. Artif. Intell., 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., 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., 2023)

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., 2024)

A Federated Adversarial Fault Diagnosis Method Driven by Fault Information Discrepancy. - Jiechen Sun; Funa Zhou; Jie Chen; Chaoge Wang; Xiong Hu; Tianzhen Wang (Entropy, 2024)

Macro- and micro-spacetime feature-preference gated recurrent unit for remaining useful life prediction of electric motor in multiple working conditions. - Jiechen Sun; Funa Zhou; Xiong Hu; Chaoge Wang; Tianzhen Wang (Signal Image Video Process., 2024)

Image deblurring method based on GAN with a channel attention mechanism. - Yanbo Zhang; Hui Zhu; Haiyang Wang; Rehan Jamil; Funa Zhou; Chunjing Xiao; Hamido Fujita; Hanan Aljuaid (Inf. Sci., 2025)

Personalized federated learning for remaining useful life prediction under scenarios of fragmented out-of-distribution data. - Jiechen Sun; Funa Zhou; Xiong Hu; Chaoge Wang; Tianzhen Wang (Reliab. Eng. Syst. Saf., 2025)

QuinNet: Quintuple u-shape networks for scale- and shape-variant lesion segmentation. - Gaojuan Fan; Jie Wang; Ruixue Xia; Funa Zhou; Chongsheng Zhang (Appl. Intell., 2025)