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Facing Differences of Similarity: Intra- and Inter-Correlation Unsupervised Learning for Chest X-Ray Anomaly Detection Journal article
Xu, Shicheng, Li, Wei, Li, Zuoyong, Zhao, Tiesong, Zhang, Bob. Facing Differences of Similarity: Intra- and Inter-Correlation Unsupervised Learning for Chest X-Ray Anomaly Detection[J]. IEEE Transactions on Medical Imaging, 2024.
Authors:  Xu, Shicheng;  Li, Wei;  Li, Zuoyong;  Zhao, Tiesong;  Zhang, Bob
Favorite | TC[Scopus]:0  IF:8.9/11.3 | Submit date：2024/10/10
Medical Anomaly Detection  Correlation Learning  Feature Fusion  Transfer Learning  Chest X-ray  
Comprehensive Multisource Learning Network for Cross-Subject Multimodal Emotion Recognition Journal article
Chen, Chuangquan, Li, Zhencheng, Kou, Kit Ian, Du, Jie, Li, Chen, Wang, Hongtao, Vong, Chi Man. Comprehensive Multisource Learning Network for Cross-Subject Multimodal Emotion Recognition[J]. IEEE Transactions on Emerging Topics in Computational Intelligence, 2024.
Authors:  Chen, Chuangquan;  Li, Zhencheng;  Kou, Kit Ian;  Du, Jie;  Li, Chen; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.3/5.7 | Submit date：2024/08/05
Multisource Learning  Multimodal Emotion Recognition  Cross-subject  Low-rank Multimodal Fusion  Domain Generalization  
Dual Stream Long Short-Term Memory Feature Fusion Classifier for Surface Electromyography Gesture Recognition Journal article
Zhang, Kexin, Badesa, Francisco J., Liu, Yinlong, Ferre Pérez, Manuel. Dual Stream Long Short-Term Memory Feature Fusion Classifier for Surface Electromyography Gesture Recognition[J]. Sensors, 2024, 24(11), 3631.
Authors:  Zhang, Kexin;  Badesa, Francisco J.;  Liu, Yinlong;  Ferre Pérez, Manuel
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:3.4/3.7 | Submit date：2024/07/04
Deep Learning  Dual Stream Lstm  Feature Fusion  Gesture Recognition  
Latent information-guided one-step multi-view fuzzy clustering based on cross-view anchor graph Journal article
Zhang, Chuanbin, Chen, Long, Shi, Zhaoyin, Ding, Weiping. Latent information-guided one-step multi-view fuzzy clustering based on cross-view anchor graph[J]. Information Fusion, 2024, 102, 102025.
Authors:  Zhang, Chuanbin;  Chen, Long;  Shi, Zhaoyin;  Ding, Weiping
Favorite | TC[WOS]:7 TC[Scopus]:10  IF:14.7/16.1 | Submit date：2024/02/22
Anchor Graph  Fuzzy Clustering  Information Fusion  Latent Feature  Multi-view Learning  
Multilevel Feature Fusion for End-to-End Blind Image Quality Assessment Journal article
Lan,Xuting, Zhou,Mingliang, Xu,Xueyong, Wei,Xuekai, Liao,Xingran, Pu,Huayan, Luo,Jun, Xiang,Tao, Fang,Bin, Shang,Zhaowei. Multilevel Feature Fusion for End-to-End Blind Image Quality Assessment[J]. IEEE Transactions on Broadcasting, 2023, 69(3), 801-811.
Authors:  Lan,Xuting;  Zhou,Mingliang;  Xu,Xueyong;  Wei,Xuekai;  Liao,Xingran; et al.
Favorite | TC[WOS]:15 TC[Scopus]:18  IF:3.2/3.6 | Submit date：2023/08/03
Blind Image Quality Assessment  Deep Learning  Distortion  Feature Extraction  Feature Extraction  Generative Adversarial Networks  Image Quality  Multilevel Feature Fusion  Predictive Models  Semantics  
Deepening the scientific understanding of different phenomenology in laser powder bed fusion by an integrated framework Journal article
Liping Guo, Hanjie Liu, Hongze Wang, Valentino A.M. Cristino, C.T. Kwok, Qianglong Wei, Zijue Tang, Yi Wu, Haowei Wang. Deepening the scientific understanding of different phenomenology in laser powder bed fusion by an integrated framework[J]. International Journal of Heat and Mass Transfer, 2023, 216, 124596.
Authors:  Liping Guo;  Hanjie Liu;  Hongze Wang;  Valentino A.M. Cristino;  C.T. Kwok; et al.
Adobe PDF | Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2023/08/22
Laser Powder Bed Fusion  Simulation  Machine Learning  Printability  Hierarchical Importance  
Hyperspectral Image Super-Resolution via Deep Progressive Zero-Centric Residual Learning Journal article
Zhiyu Zhu, Junhui Hou, Jie Chen, Huanqiang Zeng, Jiantao Zhou. Hyperspectral Image Super-Resolution via Deep Progressive Zero-Centric Residual Learning[J]. IEEE Transactions on Image Processing, 2023, 30, 1423-1438.
Authors:  Zhiyu Zhu;  Junhui Hou;  Jie Chen;  Huanqiang Zeng;  Jiantao Zhou
Adobe PDF | Favorite | TC[WOS]:59 TC[Scopus]:65  IF:10.8/12.1 | Submit date：2021/03/11
Hyperspectral Imagery  Super-resolution  Image Fusion  Deep Learning  Zero-mean Normalization  Cross-modality  
A survey on multi-label feature selection from perspectives of label fusion Journal article
Qian, Wenbin, Huang, Jintao, Xu, Fankang, Shu, Wenhao, Ding, Weiping. A survey on multi-label feature selection from perspectives of label fusion[J]. Information Fusion, 2023, 100, 101948.
Authors:  Qian, Wenbin;  Huang, Jintao;  Xu, Fankang;  Shu, Wenhao;  Ding, Weiping
Favorite | TC[WOS]:18 TC[Scopus]:19  IF:14.7/16.1 | Submit date：2023/09/21
Dimensionality Reduction  Label Correlation  Label Enhancement  Label Fusion  Multi-label Feature Selection  Multi-label Learning  
A Novel Fault Diagnosis Method for Rotor-Bearing System Based on Instantaneous Orbit Fusion Feature Image and Deep Convolutional Neural Network Journal article
Cui, Xiaolong, Wu, Yifan, Zhang, Xiaoyuan, Huang, Jie, Wong, Pak Kin, Li, Chaoshun. A Novel Fault Diagnosis Method for Rotor-Bearing System Based on Instantaneous Orbit Fusion Feature Image and Deep Convolutional Neural Network[J]. IEEE/ASME Transactions on Mechatronics, 2023, 28(2), 0113-1024.
Authors:  Cui, Xiaolong;  Wu, Yifan;  Zhang, Xiaoyuan;  Huang, Jie;  Wong, Pak Kin; et al.
Favorite | TC[WOS]:9 TC[Scopus]:9  IF:6.1/6.2 | Submit date：2023/01/30
Convolution  Deep Convolutional Network  Fault Diagnosis  Fault Diagnosis  Feature Extraction  Fusion Feature Images  Instantaneous Orbit Features (Iof)  Machinery  Mechatronics  Orbits  Rotor-bearing System  Transfer Learning (Tl)  Vibrations  
Time-frequency fusion features-based incremental network for smartphone measured structural seismic response classification Journal article
Yang Zhang, Ka-Veng Yuen. Time-frequency fusion features-based incremental network for smartphone measured structural seismic response classification[J]. ENGINEERING STRUCTURES, 2023, 278, 115575.
Authors:  Yang Zhang;  Ka-Veng Yuen
Favorite | TC[WOS]:9 TC[Scopus]:10  IF:5.6/5.8 | Submit date：2023/04/03
Fusion Features  Incremental Learning  Seismic Response  Time-frequency