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BroadNet: A Novel Broad Learning System Based Series AC Arc Fault Detection Approach with Zero Phase Component Analysis Whitening Transformation Journal article
Duan, Junwei, Zeng, Linghao, Wu, Yajie, Chen, Long, Chen, C. L.P.. BroadNet: A Novel Broad Learning System Based Series AC Arc Fault Detection Approach with Zero Phase Component Analysis Whitening Transformation[J]. IEEE Sensors Journal, 2024, 24(9), 14548-14560.
Authors:  Duan, Junwei;  Zeng, Linghao;  Wu, Yajie;  Chen, Long;  Chen, C. L.P.
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:4.3/4.2 | Submit date：2024/05/16
Ac Series Arc  Broad Learning System  Fault Detection  Time And Frequency Analysis  Zca Whitening  
Employing broad learning and non-invasive risk factor to improve the early diagnosis of metabolic syndrome Journal article
Duan, Junwei, Wang, Yuxuan, Chen, Long, Chen, C. L.Philip, Zhang, Ronghua. Employing broad learning and non-invasive risk factor to improve the early diagnosis of metabolic syndrome[J]. iScience, 2024, 27(1), 108644.
Authors:  Duan, Junwei;  Wang, Yuxuan;  Chen, Long;  Chen, C. L.Philip;  Zhang, Ronghua
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.6/5.0 | Submit date：2024/02/22
Human Metabolism  Machine Learning  Risk Factor  
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  
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  
Robust and fuzzy ensemble framework via spectral learning for random projection-based fuzzy-c-means clustering Journal article
Shi, Zhaoyin, Chen, Long, Duan, Junwei, Chen, Guangyong, Zhao, Kai. Robust and fuzzy ensemble framework via spectral learning for random projection-based fuzzy-c-means clustering[J]. Engineering Applications of Artificial Intelligence, 2023, 117.
Authors:  Shi, Zhaoyin;  Chen, Long;  Duan, Junwei;  Chen, Guangyong;  Zhao, Kai
Favorite | TC[WOS]:9 TC[Scopus]:10  IF:7.5/7.4 | Submit date：2023/02/08
Ensemble  Fuzzy-c-means  Random Projection  Robust  Spectral Learning  
A Digital Microfluidic RT-qPCR Platform for Multiple Detections of Respiratory Pathogens Journal article
Huang, Huitao, Huang, Kaisong, Sun, Yun, Luo, Dasheng, Wang, Min, Chen, Tianlan, Li, Mingzhong, Duan, Junwei, Huang, Liqun, Dong, Cheng. A Digital Microfluidic RT-qPCR Platform for Multiple Detections of Respiratory Pathogens[J]. Micromachines, 2022, 13(10), 1650.
Authors:  Huang, Huitao;  Huang, Kaisong;  Sun, Yun;  Luo, Dasheng;  Wang, Min; et al.
Favorite | TC[WOS]:10 TC[Scopus]:10  IF:3.0/3.0 | Submit date：2022/12/01
Digital Microfluidic  On-chip  Respiratory Pathogens  Rt-qpcr  
Fuzzy clustering for multiview data by combining latent information Journal article
Huiqin Wei, Long Chen, C. L. Philip Chen, Junwei Duan, Ruizhi Han, Li Guo. Fuzzy clustering for multiview data by combining latent information[J]. APPLIED SOFT COMPUTING, 2022, 126, 109140.
Authors:  Huiqin Wei;  Long Chen;  C. L. Philip Chen;  Junwei Duan;  Ruizhi Han; et al.
Favorite | TC[WOS]:10 TC[Scopus]:10  IF:7.2/7.0 | Submit date：2022/08/02
Fuzzy Clustering  Latent Information  Multiview Data  Tensor  Weighting  
Efficient graph convolutional networks for seizure prediction using scalp EEG Journal article
Jia, Manhua, Liu, Wenjian, Duan, Junwei, Chen, Long, Chen, C. L.Philip, Wang, Qun, Zhou, Zhiguo. Efficient graph convolutional networks for seizure prediction using scalp EEG[J]. Frontiers in Neuroscience, 2022, 16, 967116.
Authors:  Jia, Manhua;  Liu, Wenjian;  Duan, Junwei;  Chen, Long;  Chen, C. L.Philip; et al.
Favorite | TC[WOS]:14 TC[Scopus]:19 | Submit date：2022/09/07
Eeg  Gcn  Geometric Deep Learning  Seizure Prediction  Wearable Devices  
Graph-regularized Bayesian broad learning system 基于图正则化的贝叶斯宽度学习系统 Journal article
Junwei DUAN, Lincan XU, Yujuan QUAN, Long CHEN, C.L.Philip CHEN. Graph-regularized Bayesian broad learning system 基于图正则化的贝叶斯宽度学习系统[J]. Chinese Journal of Intelligent Science and Technology, 2022, 4(1), 109-117.
Authors:  Junwei DUAN;  Lincan XU;  Yujuan QUAN;  Long CHEN;  C.L.Philip CHEN
Favorite | TC[Scopus]:2
An Image-Based Benchmark Dataset and a Novel Object Detector for Water Surface Object Detection Journal article
Zhou, Zhiguo, Sun, Jiaen, Yu, Jiabao, Liu, Kaiyuan, Duan, Junwei, Chen, Long, Chen, C. L.Philip. An Image-Based Benchmark Dataset and a Novel Object Detector for Water Surface Object Detection[J]. Frontiers in Neurorobotics, 2021, 15, 723336.
Authors:  Zhou, Zhiguo;  Sun, Jiaen;  Yu, Jiabao;  Liu, Kaiyuan;  Duan, Junwei; et al.
Favorite | TC[WOS]:22 TC[Scopus]:32  IF:2.6/3.1 | Submit date：2021/12/08
Surface Object Detection  Dataset  Detector  Baseline  Cross-dataset Validation