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Broad and deep neural network for high-dimensional data representation learning Journal article
Information Sciences, 2022,Volume: 599,Page: 127-146
Authors:  Feng, Qiying;  Liu, Zhulin;  Chen, C. L.Philip
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/05/13
Broad and deep architecture  Broading learning system  High-dimensional data  Representation learning  
Multi-scale 3D convolution feature-based Broad Learning System for Alzheimer's Disease diagnosis via MRI images Journal article
Applied Soft Computing, 2022,Volume: 120
Authors:  Han, Ruizhi;  Liu, Zhulin;  Chen, C. L.Philip
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Alzheimer's disease  Broad learning system  Convolutional neural network  Image classification  Magnetic resonance imaging  
An Assimilating Model Using Broad Learning System for Incorporating Multi-Source Precipitation Data With Environmental Factors Over Southeast China Journal article
Earth and Space Science, 2022,Volume: 9,Issue: 4
Authors:  Zhou, Yuanyuan;  Li, Xu;  Tang, Qiuhong;  Kuok, Sin Chi;  Fei, Kai;  Gao, Liang
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assimilation  broad learning system  environmental factors  precipitation  
Cost-Sensitive Broad Learning System for Imbalanced Classification and Its Medical Application Journal article
Mathematics, 2022,Volume: 10,Issue: 5
Authors:  Yao, Liang;  Wong, Pak Kin;  Zhao, Baoliang;  Wang, Ziwen;  Lei, Long;  Wang, Xiaozheng;  Hu, Ying
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Broad Learning System  Cost-sensitive Learning  Imbalanced Data  Medical Diagnosis  Ultrasound Breast Cancer Diagnosis  
Broad learning system stacking with multi-scale attention for the diagnosis of gastric intestinal metaplasia Other
2022-03-01
Authors:  Wong, Pak Kin;  Yao, Liang;  Yan, Tao;  Choi, I. Cheong;  Yu, Hon Ho;  Hu, Ying
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Attention Module  Broad Learning System  Gastric Intestinal Metaplasia  Multi-scale Features  Stacking Framework  
Dynamic Network Structure: Doubly Stacking Broad Learning Systems With Residuals and Simpler Linear Model Transmission Journal article
IEEE Transactions on Emerging Topics in Computational Intelligence, 2022
Authors:  Xie, Runshan;  Vong, Chi Man;  Chen, C. L.P.;  Wang, Shitong
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Broad learning system (BLS)  co-adaption  generalization  learning algorithms  overfitting  simple linear models  stacked structure  
A 3D Object Recognition Method From LiDAR Point Cloud Based on USAE-BLS Journal article
IEEE Transactions on Intelligent Transportation Systems, 2022
Authors:  Tian, Yifei;  Song, Wei;  Chen, Long;  Fong, Simon;  Sung, Yunsick;  Kwak, Jeonghoon
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3D object recognition  broad learning system  Feature extraction  Laser radar  LiDAR point cloud  Object recognition  Point cloud compression  Solid modeling  Three-dimensional displays  Training  unified space autoencoder.  
Accurate and Efficient Large-Scale Multi-Label Learning With Reduced Feature Broad Learning System Using Label Correlation Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2022
Authors:  Huang, Jintao;  Vong, Chi Man;  Chen, C. L.P.;  Zhou, Yimin
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Broad learning system (BLS)  Computational modeling  Deep learning  feature reduction  Kernel  large-scale data  Learning systems  multi-label classification.  Support vector machines  Task analysis  Training  
Residual GCB-Net: Residual Graph Convolutional Broad Network on Emotion Recognition Journal article
IEEE Transactions on Cognitive and Developmental Systems, 2022
Authors:  Li, Qilin;  Zhang, Tong;  Chen, C. L.P.;  Yi, Ke;  Chen, Long
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Brain modeling  broad learning system  Convolution  Convolutional neural networks  Electroencephalography  Emotion recognition  Emotion recognition  Feature extraction  graph convolutional broad network  graph convolutional neural network  Learning systems  residual graph convolutional broad network.  
Crack detection using fusion features-based broad learning system and image processing Journal article
Computer-Aided Civil and Infrastructure Engineering, 2021,Volume: 36,Issue: 12,Page: 1568-1584
Authors:  Zhang, Yang;  Yuen, Ka Veng
Favorite |  | TC[WOS]:5 TC[Scopus]:7 | Submit date：2021/12/08