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Hybrid multiple instance learning network for weakly supervised medical image classification and localization Journal article
Lai, Qi, Vong, Chi Man, Yan, Tao, Wong, Pak Kin, Liang, Xiaokun. Hybrid multiple instance learning network for weakly supervised medical image classification and localization[J]. Expert Systems with Applications, 2025, 260, 125362.
Authors:  Lai, Qi;  Vong, Chi Man;  Yan, Tao;  Wong, Pak Kin;  Liang, Xiaokun
Favorite | TC[WOS]:0 TC[Scopus]:2  IF:7.5/7.6 | Submit date：2025/01/22
Broad Learning System  Hybrid Architecture  Medical Image Analysis  Multiple Instance Learning  Weakly Supervised Learning  
The Structure-sharing Hypergraph Reasoning Attention Module for CNNs Journal article
Wang, Jingchao, Huang, Guoheng, Yuan, Xiaochen, Zhong, Guo, Lin, Tongxu, Pun, Chi Man, Xie, Fenfang. The Structure-sharing Hypergraph Reasoning Attention Module for CNNs[J]. Expert Systems with Applications, 2025, 259, 125240.
Authors:  Wang, Jingchao;  Huang, Guoheng;  Yuan, Xiaochen;  Zhong, Guo;  Lin, Tongxu; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.5/7.6 | Submit date：2025/01/22
Attention Mechanism  Hypergraph  Structure-sharing  
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]:3  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]:3 TC[Scopus]:3  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]:1  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]:5  IF:7.5/7.6 | Submit date：2024/02/22
Computer Vision  Deep Learning  Deep Metric Learning  Image Retrieval  Zero-shot  
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]:28 TC[Scopus]:34  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]:3 TC[Scopus]:3  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]:11 TC[Scopus]:17  IF:7.5/7.6 | Submit date：2023/04/03
Dc-dc Buck Circuit  Fault Diagnosis  Deep Elm-ae Model  Kernel Method  Transfer Learning