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Privacy-preserving intelligent fault diagnostics for wind turbine clusters using federated stacked capsule autoencoder Journal article
Chen, Hao, Wang, Xian Bo, Yang, Zhi Xin, Li, Jia ming. Privacy-preserving intelligent fault diagnostics for wind turbine clusters using federated stacked capsule autoencoder[J]. Expert Systems with Applications, 2024, 254, 124256.
Authors:  Chen, Hao;  Wang, Xian Bo;  Yang, Zhi Xin;  Li, Jia ming
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:7.5/7.6 | Submit date：2024/07/04
Federated Learning  Intelligent Fault Diagnosis  Stacked Capsule Autoencoder  Wind Turbine  
X2-Softmax: Margin adaptive loss function for face recognition Journal article
Xu, Jiamu, Liu, Xiaoxiang, Zhang, Xinyuan, Si, Yain Whar, Li, Xiaofan, Shi, Zheng, Wang, Ke, Gong, Xueyuan. X2-Softmax: Margin adaptive loss function for face recognition[J]. Expert Systems with Applications, 2024, 249, 123791.
Authors:  Xu, Jiamu;  Liu, Xiaoxiang;  Zhang, Xinyuan;  Si, Yain Whar;  Li, Xiaofan; et al.
Favorite | TC[WOS]:0 TC[Scopus]:2  IF:7.5/7.6 | Submit date：2024/05/16
Adaptive Margins  Deep Neural Networks  Face Recognition  Loss Function  Machine Learning  
A fast interpretable adaptive meta-learning enhanced deep learning framework for diagnosis of diabetic retinopathy Journal article
Wang, Maofa, Gong, Qizhou, Wan, Quan, Leng, Zhixiong, Xu, Yanlin, Yan, Bingchen, Zhang, He, Huang, Hongliang, Sun, Shaohua. A fast interpretable adaptive meta-learning enhanced deep learning framework for diagnosis of diabetic retinopathy[J]. Expert Systems with Applications, 2024, 244, 123074.
Authors:  Wang, Maofa;  Gong, Qizhou;  Wan, Quan;  Leng, Zhixiong;  Xu, Yanlin; et al.
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:7.5/7.6 | Submit date：2024/05/16
Adaptive Meta-learning  Deep Learning  Few-shot Classification  Interpretability  Logistic Regression  
Learning to segment complex vessel-like structures with spectral transformer[Formula presented] Journal article
Liu, Huajun, Yang, Jing, Wang, Shidong, Kong, Hui, Chen, Qiang, Zhang, Haofeng. Learning to segment complex vessel-like structures with spectral transformer[Formula presented][J]. Expert Systems with Applications, 2024, 243, 122851.
Authors:  Liu, Huajun;  Yang, Jing;  Wang, Shidong;  Kong, Hui;  Chen, Qiang; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.5/7.6 | Submit date：2024/05/16
Complex Structures Segmentation  Sparse Spectral Neural Operator  Spectral Transformer  
Consistent penalizing field loss for zero-shot image retrieval Journal article
Liu, Cong, She, Wenhao, Chen, Minjie, Li, Xiaofang, Yang, Simon X.. Consistent penalizing field loss for zero-shot image retrieval[J]. Expert Systems with Applications, 2024, 236, 121287.
Authors:  Liu, Cong;  She, Wenhao;  Chen, Minjie;  Li, Xiaofang;  Yang, Simon X.
Favorite | TC[WOS]:4 TC[Scopus]:4  IF:7.5/7.6 | Submit date：2024/02/22
Computer Vision  Deep Learning  Deep Metric Learning  Image Retrieval  Zero-shot  
Integrated recovery system with bidding-based satisfaction: An adaptive multi-objective approach Journal article
Zhong,Huifen, Lian,Zhaotong, Zhou,Tianwei, Niu,Ben, Xue,Bowen. Integrated recovery system with bidding-based satisfaction: An adaptive multi-objective approach[J]. Expert Systems, 2023, 40(9), e13409.
Authors:  Zhong,Huifen;  Lian,Zhaotong;  Zhou,Tianwei;  Niu,Ben;  Xue,Bowen
Adobe PDF | Favorite | TC[WOS]:1 TC[Scopus]:2  IF:3.0/3.0 | Submit date：2023/07/21
Crew Satisfaction  Infeasible Solution Repair Procedures  Integrated Aircraft And Crew Recovery System  Multi-objective Optimization  Particle Swarm Optimization  
Multi-view dynamic graph convolution neural network for traffic flow prediction Journal article
Huang,Xiaohui, Ye,Yuming, Yang,Xiaofei, Xiong,Liyan. Multi-view dynamic graph convolution neural network for traffic flow prediction[J]. Expert Systems with Applications, 2023, 222, 119779.
Authors:  Huang,Xiaohui;  Ye,Yuming;  Yang,Xiaofei;  Xiong,Liyan
Favorite | TC[WOS]:25 TC[Scopus]:27  IF:7.5/7.6 | Submit date：2023/08/03
Dynamic Fusion  Graph Convolution Network  Multi-view Encoder–decoders  Traffic Flow Prediction  
Cooperative linear regression model for image set classification Journal article
Yu,Yu Feng, Wang,Xian Liang, Chen,Long, Wang,Yingxu, Xu,Guoxia. Cooperative linear regression model for image set classification[J]. Expert Systems with Applications, 2023, 230, 120558.
Authors:  Yu,Yu Feng;  Wang,Xian Liang;  Chen,Long;  Wang,Yingxu;  Xu,Guoxia
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:7.5/7.6 | Submit date：2023/08/03
Affine Hull Model  Cooperative Operator  Image Set Classification  
DC-DC Buck circuit fault diagnosis with insufficient state data based on deep model and transfer strategy Journal article
Jia, Zhen, Liu, Zhenbao, Vong, Chi Man, Wang, Shengdong, Cai, Yongyi. DC-DC Buck circuit fault diagnosis with insufficient state data based on deep model and transfer strategy[J]. Expert Systems with Applications, 2023, 213, 118918.
Authors:  Jia, Zhen;  Liu, Zhenbao;  Vong, Chi Man;  Wang, Shengdong;  Cai, Yongyi
Favorite | TC[WOS]:10 TC[Scopus]:15  IF:7.5/7.6 | Submit date：2023/04/03
Dc-dc Buck Circuit  Fault Diagnosis  Deep Elm-ae Model  Kernel Method  Transfer Learning  
The latency accuracy trade-off and optimization in implied volatility-based trading systems Journal article
Guo,Guoxiang, Qi,Yuanyuan, Lai,Sirui, Liu,Zhi, Yen,Joseph. The latency accuracy trade-off and optimization in implied volatility-based trading systems[J]. Expert Systems with Applications, 2023, 221, 119714.
Authors:  Guo,Guoxiang;  Qi,Yuanyuan;  Lai,Sirui;  Liu,Zhi;  Yen,Joseph
Favorite | TC[WOS]:0 TC[Scopus]:2  IF:7.5/7.6 | Submit date：2023/08/03
Implied Volatility  Latency Accuracy Balancing  Particle Swarm Optimization  System Optimization