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Keyword

broad learning system

Description: A broad learning system is a neural-network architecture that uses mapped features and enhancement nodes for efficient supervised learning and prediction.
OpenAlex ID: keywords/broad-learning-system
Broad Learning System: An Effective and Efficient Incremental Learning System Without the Need for Deep Architecture
2017 · C. L. Philip Chen, Zhulin Liu · IEEE Transactions on Neural Networks and Learning Systems · 1,950
Universal Approximation Capability of Broad Learning System and Its Structural Variations
2018 · C. L. Philip Chen, Zhulin Liu, et al. · IEEE Transactions on Neural Networks and Learning Systems · 554
Fuzzy Broad Learning System: A Novel Neuro-Fuzzy Model for Regression and Classification
2018 · Shuang Feng, C.L. Philip Chen · IEEE Transactions on Cybernetics · 492
GCB-Net: Graph Convolutional Broad Network and Its Application in Emotion Recognition
2019 · Tong Zhang, Xuehan Wang, et al. · IEEE Transactions on Affective Computing · 396
Research Review for Broad Learning System: Algorithms, Theory, and Applications
2021 · Xinrong Gong, Tong Zhang, et al. · IEEE Transactions on Cybernetics · 352
Recurrent Broad Learning Systems for Time Series Prediction
2018 · Meiling Xu, Min Han, et al. · IEEE Transactions on Cybernetics · 284
Lithium-ion battery capacity and remaining useful life prediction using board learning system and long short-term memory neural network
2022 · Shaishai Zhao, Chaolong Zhang, et al. · Journal of Energy Storage · 259
Semi-Supervised Broad Learning System Based on Manifold Regularization and Broad Network
2020 · Huimin Zhao, Jianjie Zheng, et al. · IEEE Transactions on Circuits and Systems I Regular Papers · 247
Fault Diagnosis Method Based on Principal Component Analysis and Broad Learning System
2019 · Huimin Zhao, Jianjie Zheng, et al. · IEEE Access · 222
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Lithium-ion batteries remaining useful life prediction based on BLS-RVM
2021 · Zewang Chen, Na Shi, et al. · Energy · 197
Novel Efficient RNN and LSTM-Like Architectures: Recurrent and Gated Broad Learning Systems and Their Applications for Text Classification
2020 · Jie Du, Chi-Man Vong, et al. · IEEE Transactions on Cybernetics · 194
Optimal Robot–Environment Interaction Under Broad Fuzzy Neural Adaptive Control
2020 · Haohui Huang, Chenguang Yang, et al. · IEEE Transactions on Cybernetics · 155
Weighted Broad Learning System and Its Application in Nonlinear Industrial Process Modeling
2019 · Fei Chu, Tao Liang, et al. · IEEE Transactions on Neural Networks and Learning Systems · 151
Pearson Correlation Coefficient-Based Performance Enhancement of Broad Learning System for Stock Price Prediction
2022 · Guanzhi Li, Aining Zhang, et al. · IEEE Transactions on Circuits & Systems II Express Briefs · 146
Regularized robust Broad Learning System for uncertain data modeling
2018 · Jun-Wei Jin, C.L. Philip Chen · Neurocomputing · 142
Stacked Broad Learning System: From Incremental Flatted Structure to Deep Model
2020 · Zhulin Liu, C. L. Philip Chen, et al. · IEEE Transactions on Systems Man and Cybernetics Systems · 140
Crack detection using fusion features‐based broad learning system and image processing
2021 · Yang Zhang, Ka‐Veng Yuen · Computer-Aided Civil and Infrastructure Engineering · 134
A Learning-Based Stable Servo Control Strategy Using Broad Learning System Applied for Microrobotic Control
2021 · Sheng Xu, Jia Liu, et al. · IEEE Transactions on Cybernetics · 129
Improving Video Temporal Consistency via Broad Learning System
2021 · Bin Sheng, Ping Li, et al. · IEEE Transactions on Cybernetics · 127
EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks and Broad Learning System
2018 · Xue-han Wang, Tong Zhang, et al. · IEEE International Conference on Bioinformatics and Biomedicine (BIBM) · 123
Domain Knowledge-Based Deep-Broad Learning Framework for Fault Diagnosis
2020 · Jian Feng, Yu Yao, et al. · IEEE Transactions on Industrial Electronics · 119
Discriminative graph regularized broad learning system for image recognition
2018 · Junwei Jin, Zhulin Liu, et al. · Science China Information Sciences · 119
Incremental Weighted Ensemble Broad Learning System for Imbalanced Data
2021 · Kaixiang Yang, Zhiwen Yu, et al. · IEEE Transactions on Knowledge and Data Engineering · 115
Analysis and Variants of Broad Learning System
2020 · Liang Zhang, Jiahao Li, et al. · IEEE Transactions on Systems Man and Cybernetics Systems · 114
Broad Learning System Based on Maximum Correntropy Criterion
2020 · Yunfei Zheng, Badong Chen, et al. · IEEE Transactions on Neural Networks and Learning Systems · 113
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Works count: 1,154
Citation count: 19,010
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