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Extreme Fuzzy Broad Learning System: Algorithm, Frequency Principle, and Applications in Classification and Regression Journal article
Duan, Junwei, Yao, Shiyi, Tan, Jiantao, Liu, Yang, Chen, Long, Zhang, Zhen, Chen, C. L.P.. Extreme Fuzzy Broad Learning System: Algorithm, Frequency Principle, and Applications in Classification and Regression[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024.
Authors:  Duan, Junwei;  Yao, Shiyi;  Tan, Jiantao;  Liu, Yang;  Chen, Long; et al.
Favorite | TC[WOS]:2 TC[Scopus]:1  IF:10.2/10.4 | Submit date：2024/05/16
Broad Learning System (Bls)  Classification  Deep Neural Network  Feature Extraction  Frequency Principle  Fuzzy Extreme Learning Machine (Elm)  Learning Systems  Mathematical Models  Neural Networks  Regression  Stacking  Task Analysis  Training  
Residual GCB-Net: Residual Graph Convolutional Broad Network on Emotion Recognition Journal article
Li, Qilin, Zhang, Tong, Chen, C. L.P., Yi, Ke, Chen, Long. Residual GCB-Net: Residual Graph Convolutional Broad Network on Emotion Recognition[J]. IEEE Transactions on Cognitive and Developmental Systems, 2023, 15(4), 1673 - 1685.
Authors:  Li, Qilin;  Zhang, Tong;  Chen, C. L.P.;  Yi, Ke;  Chen, Long
Favorite | TC[WOS]:28 TC[Scopus]:28  IF:5.0/4.6 | Submit date：2022/05/17
Broad Learning System (Bls)  Emotion Recognition  Graph Convolutional Broad Network (Gcb-net)  Graph Convolutional Neural Network (Cnn)  Residual Graph Convolutional Broad Network (Residual Gcb-net)  
Collaborative representation induced broad learning model for classification Journal article
Zhang,Qi, Zhou,Jianhang, Xu,Yong, Zhang,Bob. Collaborative representation induced broad learning model for classification[J]. Applied Intelligence, 2023, 53(20), 23442–23456.
Authors:  Zhang,Qi;  Zhou,Jianhang;  Xu,Yong;  Zhang,Bob
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:3.4/3.9 | Submit date：2023/08/03
Broad Learning  Classification  Collaborative Representation  Neural Network  Pattern Recognition  
Broad Learning Model with a Dual Feature Extraction Strategy for Classification Journal article
Zhang, Qi, Ying, Zuobin, Zhou, Jianhang, Sun, Jingzhang, Zhang, Bob. Broad Learning Model with a Dual Feature Extraction Strategy for Classification[J]. Mathematics, 2023, 11(19), 4087.
Authors:  Zhang, Qi;  Ying, Zuobin;  Zhou, Jianhang;  Sun, Jingzhang;  Zhang, Bob
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:2.3/2.2 | Submit date：2024/01/10
Broad Learning  Feature Extraction  Kernel Principal Component Analysis  Neural Network  
Broad learning for early diagnosis of Alzheimer's disease using FDG-PET of the brain Journal article
Junwei Duan, Yang Liu, Huanhua Wu, Jing Wang, Long Chen, C. L. Philip Chen. Broad learning for early diagnosis of Alzheimer's disease using FDG-PET of the brain[J]. Frontiers in Neuroscience, 2023, 17, 1137567.
Authors:  Junwei Duan;  Yang Liu;  Huanhua Wu;  Jing Wang;  Long Chen; et al.
Favorite | TC[WOS]:9 TC[Scopus]:10  IF:3.2/4.3 | Submit date：2023/10/31
Alzheimer’s Disease  Pet  Broad Learning System  Neural Network  Computer-aided Diagnosis  
Fast Broad Multiview Multi-Instance Multilabel Learning (FBM3L) With Viewwise Intercorrelation Journal article
Lai,Qi, Vong,Chi Man, Zhou,Jianhang, Zhou,Yimin, Chen,C. L.P.. Fast Broad Multiview Multi-Instance Multilabel Learning (FBM3L) With Viewwise Intercorrelation[J]. IEEE Transactions on Neural Networks and Learning Systems, 2023, 1-12.
Authors:  Lai,Qi;  Vong,Chi Man;  Zhou,Jianhang;  Zhou,Yimin;  Chen,C. L.P.
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:10.2/10.4 | Submit date：2023/08/03
Broad Learning System (Bls)  Correlation  Deep Learning  Diverse Correlations  Electronic Mail  Graph Convolutional Network (Gcn)  Learning Systems  Multiview Multi-instance Multilabel Learning (M3l)  Object Recognition  Task Analysis  Training  Viewwise Intercorrelation  
An Adaptive Social Spammer Detection Model With Semi-Supervised Broad Learning Journal article
Tie Qiu, Xize Liu, Xiaobo Zhou, Wenyu Qu, Zhaolong Ning, C. L. Philip Chen. An Adaptive Social Spammer Detection Model With Semi-Supervised Broad Learning[J]. IEEE Transactions on Knowledge and Data Engineering, 2022, 34(10), 4622-4635.
Authors:  Tie Qiu;  Xize Liu;  Xiaobo Zhou;  Wenyu Qu;  Zhaolong Ning; et al.
Favorite | TC[WOS]:20 TC[Scopus]:21  IF:8.9/8.8 | Submit date：2022/11/07
Broad Learning  Incremental Learning  Mobile Social Network  Semi-supervised Learning  Spammer Detection  
Target tracking method of Siamese networks based on the broad learning system Journal article
Zhang, Dan, Chen, C. L.Philip, Li, Tieshan, Zuo, Yi, Duy, Nguyen Quang. Target tracking method of Siamese networks based on the broad learning system[J]. CAAI Transactions on Intelligence Technology, 2022, 8(3), 1043-1057.
Authors:  Zhang, Dan;  Chen, C. L.Philip;  Li, Tieshan;  Zuo, Yi;  Duy, Nguyen Quang
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:8.4/6.7 | Submit date：2023/01/30
Broad Learning System  Siamese Network  Target Tracking  
Multi-scale Multi-instance Multi-feature Joint Learning Broad Network (M3JLBN) for gastric intestinal metaplasia subtype classification Journal article
Lai, Qi, Vong, Chi Man, Wong, Pak Kin, Wang, Shi Tong, Yan, Tao, Choi, I. Cheong, Yu, Hon Ho. Multi-scale Multi-instance Multi-feature Joint Learning Broad Network (M3JLBN) for gastric intestinal metaplasia subtype classification[J]. Knowledge-Based Systems, 2022, 249, 108960.
Authors:  Lai, Qi;  Vong, Chi Man;  Wong, Pak Kin;  Wang, Shi Tong;  Yan, Tao; et al.
Favorite | TC[WOS]:7 TC[Scopus]:9  IF:7.2/7.4 | Submit date：2022/08/02
Gastric Intestinal Metaplasia  Gastrointestinal Endoscope Images  Joint Learning Broad Network  Multi-instance Learning  Multiple Features  
Timber damage identification using dynamic broad network and ultrasonic signals Journal article
Zhang, Yang, Yuen, Ka Veng, Mousavi, Mohsen, Gandomi, Amir H.. Timber damage identification using dynamic broad network and ultrasonic signals[J]. Engineering Structures, 2022, 263, 114418.
Authors:  Zhang, Yang;  Yuen, Ka Veng;  Mousavi, Mohsen;  Gandomi, Amir H.
Favorite | TC[WOS]:13 TC[Scopus]:15  IF:5.6/5.8 | Submit date：2022/06/14
Broad Network  Damage Identification  Timber  Ultrasonic Signal