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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
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2022/05/17
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  
FSAD-Net: Feedback Spatial Attention Dehazing Network Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2022
Authors:  Zhou, Yu;  Chen, Zhihua;  Li, Ping;  Song, Haitao;  Chen, C. L.P.;  Sheng, Bin
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Atmospheric Modeling  Correlation  Dehazing Network  Feature Extraction  Image Color Analysis  Image Dehazing  Image Restoration  Indexes  Recurrent Structure  Scattering  Spatial Attention Mechanism.  
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  
An Iterative Implementation of Variable Projection for Separable Nonlinear Optimization Problems Journal article
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022
Authors:  Chen, Guang Yong;  Gan, Min;  Zhu, Hong Tao;  Chen, Long;  Chen, C. L.P.
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/17
Iterative Algorithms  Jacobian Matrices  Matrix Decomposition  Numerical Models  Optimization  Parameter Estimation  Projection Algorithms  Radial Basis Function Network-based State-dependent Autoregressive (Rbf-ar) Model  Separable Nonlinear Least-squares (Snlls) Problem  Signal Processing  Variable projection.\enlargethispage-12pt  
Event-Based Adaptive Neural Control of Nonlinear Systems With Deferred Constraint Journal article
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022
Authors:  Zhao, Kai;  Chen, Long;  Chen, C. L.P.
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Adaptive Systems  Autonomous Aerial Vehicles  Collision Avoidance  Control Systems  Deferred Constraint  Event-triggered Control  Lyapunov Methods  Neural Networks  Neuroadaptive Control  Nonlinear Systems  Nonlinear Systems  
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
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/17
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.  
Graph Enhanced Fuzzy Clustering for Categorical Data Using a Bayesian Dissimilarity Measure Journal article
IEEE Transactions on Fuzzy Systems, 2022
Authors:  Zhang, Chuanbin;  Chen, Long;  Zhao, Yin Ping;  Wang, Yingxu;  Chen, C. L.P.
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2022/08/05
Bayes methods  Bayesian methods  categorical data  Clustering algorithms  Estimation  fuzzy centroids  Fuzzy clustering  graph  Kernel  KullbackLeibler divergence  Linear programming  Manifolds  Probabilistic logic  
Nuisance Parameter Estimation Algorithms for Separable Nonlinear Models Journal article
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022
Authors:  Chen, Long;  Chen, Jia Bing;  Chen, Guang Yong;  Gan, Min;  Chen, C. L.P.
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Approximation Algorithms  Autoregressive Processes  Convergence  Ear  Expectation-maximization (Em) Algorithm  Hierarchical Identification Algorithm  Inverse Problems  Jacobian Matrices  Monte Carlo Methods  Separable Nonlinear Optimization Problem  Variable Projection (Vp) Algorithm  
BaGFN: Broad Attentive Graph Fusion Network for High-Order Feature Interactions Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2021
Authors:  Xie, Zhifeng;  Zhang, Wenling;  Sheng, Bin;  Li, Ping;  Chen, C. L.P.
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/13
Aggregates  Attention mechanism  broad learning system (BLS)  Data models  Feature extraction  feature interactions  Frequency modulation  graph neural networks.  Learning systems  Predictive models  Transforms  
Modal Regression-Based Graph Representation for Noise Robust Face Hallucination Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2021
Authors:  Liu, Licheng;  Chen, C. L.P.;  Wang, Yaonan
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Face recognition  Faces  Graph learning  Image color analysis  Image reconstruction  modal regression  Noise measurement  quaternion representation  robust face hallucination  Superresolution  Training