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Partial label feature selection based on noisy manifold and label distribution Journal article
Qian, Wenbin, Liu, Jiale, Yang, Wenji, Huang, Jintao, Ding, Weiping. Partial label feature selection based on noisy manifold and label distribution[J]. Pattern Recognition, 2024, 156, 110791.
Authors:  Qian, Wenbin;  Liu, Jiale;  Yang, Wenji;  Huang, Jintao;  Ding, Weiping
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:7.5/7.6 | Submit date：2024/08/05
Feature Dependency  Feature Selection  Label Distribution  Manifold Learning  Partial Label Learning  
Confidence-Induced Granular Partial Label Feature Selection via Dependency and Similarity Journal article
Qian, Wenbin, Li, Yihui, Ye, Qianzhi, Xia, Shuyin, Huang, Jintao, Ding, Weiping. Confidence-Induced Granular Partial Label Feature Selection via Dependency and Similarity[J]. IEEE Transactions on Knowledge and Data Engineering, 2024, 36(11), 5797-5810.
Authors:  Qian, Wenbin;  Li, Yihui;  Ye, Qianzhi;  Xia, Shuyin;  Huang, Jintao; et al.
Favorite | TC[Scopus]:0  IF:8.9/8.8 | Submit date：2024/07/04
Feature Selection  Granular Ball Computing  Labeling Confidence  Neighborhood Rough Set  Partial Label Learning  
SE-BLS: A Shapley-Value-Based Ensemble Broad Learning System with collaboration-based feature selection and CAM visualization Journal article
Miao, Jianguo, Liu, Xuanxuan, Guo, Li, Chen, Long. SE-BLS: A Shapley-Value-Based Ensemble Broad Learning System with collaboration-based feature selection and CAM visualization[J]. Knowledge-Based Systems, 2024, 301, 112343.
Authors:  Miao, Jianguo;  Liu, Xuanxuan;  Guo, Li;  Chen, Long
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.2/7.4 | Submit date：2024/09/03
Broad Learning System  Ensemble Learning  Feature Engineering  Imbalanced Data  Visualization  
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  
RL-CWtrans Net: multimodal swimming coaching driven via robot vision Journal article
Wang, Guanlin. RL-CWtrans Net: multimodal swimming coaching driven via robot vision[J]. Frontiers in Neurorobotics, 2024, 18, 1439188.
Authors:  Wang, Guanlin
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:2.6/3.1 | Submit date：2024/09/03
Artificial Neural Networks  Clip  Feature Extraction  Multimodal Robot  Reinforcement Learning  Robot Vision  Swin-transformer  
Robust Discriminative t-Linear Subspace Learning for Image Feature Extraction Journal article
Liu, Kangdao, Xiao, Xiaolin, You, Jinkun, Zhou, Yicong. Robust Discriminative t-Linear Subspace Learning for Image Feature Extraction[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2024, 34(8), 7315-7327.
Authors:  Liu, Kangdao;  Xiao, Xiaolin;  You, Jinkun;  Zhou, Yicong
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:8.3/7.1 | Submit date：2024/05/16
Dimensionality Reduction  Image Feature Extraction  Subspace Learning  T-product  
Radiomics incorporating deep features for predicting Parkinson’s disease in 123I-Ioflupane SPECT Journal article
Jiang, Han, Du, Yu, Lu, Zhonglin, Wang, Bingjie, Zhao, Yonghua, Wang, Ruibing, Zhang, Hong, Mok, Greta S.P.. Radiomics incorporating deep features for predicting Parkinson’s disease in 123I-Ioflupane SPECT[J]. EJNMMI Physics, 2024, 11(1), 60.
Authors:  Jiang, Han;  Du, Yu;  Lu, Zhonglin;  Wang, Bingjie;  Zhao, Yonghua; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:3.0/3.7 | Submit date：2024/08/05
123i-ioflupane  Deep Feature  Deep Learning  Parkinson’s Disease  Radiomics  Spect  
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]:0 TC[Scopus]:1  IF:3.4/3.7 | Submit date：2024/07/04
Deep Learning  Dual Stream Lstm  Feature Fusion  Gesture Recognition  
Hypergraph-Based Multitask Feature Selection with Temporally Constrained Group Sparsity Learning on fMRI Journal article
Qu, Youzhi, Fu, Kai, Wang, Linjing, Zhang, Yu, Wu, Haiyan, Liu, Quanying. Hypergraph-Based Multitask Feature Selection with Temporally Constrained Group Sparsity Learning on fMRI[J]. Mathematics, 2024, 12(11), 1733.
Authors:  Qu, Youzhi;  Fu, Kai;  Wang, Linjing;  Zhang, Yu;  Wu, Haiyan; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:2.3/2.2 | Submit date：2024/07/04
Feature Selection  Fmri  Hypergraph  Multitask Learning  
Latent Linear Discriminant Analysis for feature extraction via Isometric Structural Learning Journal article
Zhou, Jianhang, Zhang, Qi, Zeng, Shaoning, Zhang, Bob, Fang, Leyuan. Latent Linear Discriminant Analysis for feature extraction via Isometric Structural Learning[J]. Pattern Recognition, 2024, 149, 110218.
Authors:  Zhou, Jianhang;  Zhang, Qi;  Zeng, Shaoning;  Zhang, Bob;  Fang, Leyuan
Favorite | TC[WOS]:5 TC[Scopus]:5  IF:7.5/7.6 | Submit date：2024/05/16
Feature Extraction  Latent Space  Linear Discriminant Analysis  Pattern Classification  Structure Learning