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Guang-Bin Huang

School of Automation

74H-index
286Paper Count
5.7WCitation Count
Published Papers 109
Publication Date
Use of ELMs in Physics-Informed Machine Learning: Estimates on the Generalization Error in Learning ODE Solutions
err2026-03-14
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errOAAI
errEnrico Schiassi; Francesco Calabrò; Mario De Florio; Davide Elia De Falco; Guang-Bin Huang
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Awake speech recordings for machine learning diagnosis of obstructive sleep apnea: a Bayesian meta-analysis
err2026-01-01
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PREAI
errGao, Esther Yanxin; Hao, Yunrui; Tan, Nicole Kye Wen; Ng, Adele Chin Wei; Leong, Zhou Hao; Phua, Chu Qin; Ong, Thun How; Leow, Leong Chai; Huang, Guang-Bin; Tan, Benjamin Kye Jyn; Toh, Song Tar
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Multichannel machine learning for polysomnographic diagnosis of obstructive sleep apnea: a bayesian meta-analysis
err2025-11-01
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PREAI
errRani, Shahana; Gao, Esther Yanxin; Ong, Joel Zuo Er; Tan, Nicole Kye Wen; Ng, Adele Chin Wei; Leong, Zhou Hao; Phua, Chu Qin; Ong, Thun How; Leow, Leong Chai; Huang, Guang-Bin; Tan, Benjamin Kye Jyn; Toh, Song Tar
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Electrocardiogram heart rate variability for machine learning diagnosis of obstructive sleep Apnoea: A bayesian meta-analysis
err2025-09-30
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PREAI
errHao, Yunrui; Tan, Nicole Kye Wen; Gao, Esther Yanxin; Au, Joy Xin Yi; Toh, Novelle En Xian; Yong, Cai Ling; Teo, Yao Hao; Ng, Adele Chin Wei; Leong, Zhou Hao; Phua, Chu Qin; Ong, Thun How; Leow, Leong Chai; Huang, Guang-Bin; Tan, Benjamin Kye Jyn; Toh, Song Tar
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Machine Listening for OSA Diagnosis
errCHEST
IF8.6
err2025-04-11
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PREAI
errBenjamin Kye Jyn Tan; Esther Yanxin Gao; Nicole Kye Wen Tan; Brian Sheng Yep Yeo; Claire Jing-Wen Tan; Adele Chin Wei Ng; Zhou Hao Leong; Chu Qin Phua; Maythad Uataya; Liang Chye Goh; Thun How Ong; Leong Chai Leow; Guang-Bin Huang; Song Tar Toh
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Artificial intelligence without restriction surpassing human intelligence with probability one: Theoretical insight into secrets of the brain with AI twins of the brain
err2025-02-01
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errOAAI
errHuang, Guang-Bin; Westover, M. Brandon; Tan, Eng-King; Wang, Haibo; Cui, Dongshun; Ma, Wei-Ying; Wang, Tiantong; He, Qi; Wei, Haikun; Wang, Ning; Tian, Qiyuan; Lam, Kwok-Yan; Yao, Xin; Wong, Tien Yin
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Auditable and Verifiable Federated Learning Based on Blockchain-Enabled Decentralization
err2025-01-01
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PREAI
errKalapaaking, Aditya Pribadi; Khalil, Ibrahim; Yi, Xun; Lam, Kwok-Yan; Huang, Guang-Bin; Wang, Ning
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Investigates the Role of PANoptosis in Idiopathic Pulmonary Fibrosis and Potential Therapeutic Targets
err2024-12-01
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errOAAI
errXiang, Yunfei; Huang, Guangbin; Luo, Can; Jiang, Junyu; Zhang, Tao; Zeng, Qingbo; Zhou, Fating; Du, Dingyuan
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Accelerating diabetic wound healing with Ramulus Mori (Sangzhi) alkaloids via NRF2/HO-1/eNOS pathway
err2024-11-01
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PREAI
errXiao, Fugang; Rui, Shunli; Zhang, Xiaoshi; Ma, Yu; Wu, Xiaohua; Hao, Wei; Huang, Guangbin; Armstrong, David G.; Chen, Qiu; Deng, Wuquan
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Object Detection in Adverse Weather for Autonomous Vehicles Based on Sensor Fusion and Incremental Learning
err2024-01-01
err0
PREAI
errSu, Huiping; Gao, Hongbo; Wang, Xinmiao; Fang, Xiaozhao; Liu, Qingchao; Huang, Guang-Bin; Li, Xin; Cao, Qi
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Real-Time Illegal Parking Detection Algorithm in Urban Environments
err2022-11-01
err11
PREAI
errPeng, Xinggan; Song, Rongzihan; Cao, Qi; Li, Yue; Cui, Dongshun; Jia, Xiaofan; Lin, Zhiping; Huang, Guang-Bin
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Efficient joint model learning, segmentation and model updating for visual tracking
err2022-03-01
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PREAI
errHan, Wei; Lekamalage, Chamara Kasun Liyanaarachchi; Huang, Guang-Bin
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Slice-Based Online Convolutional Dictionary Learning
err2021-10-01
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PREAI
errZeng, Yijie; Chen, Jichao; Huang, Guang-Bin
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End-to-end novel visual categories learning via auxiliary self-supervision
err2021-07-01
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errOAAI
errQing, Yuanyuan; Zeng, Yijie; Cao, Qi; Huang, Guang-Bin
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Dual distance adaptive multiview clustering
err2021-06-01
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PREAI
errChen, Jichao; Huang, Guang-Bin
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NOx Measurements in Vehicle Exhaust Using Advanced Deep ELM Networks
err2021-01-01
err22
PREAI
errOuyang, Tinghui; Wang, Chongwu; Yu, Zhangjun; Stach, Robert; Mizaikoff, Boris; Huang, Guang-Bin; Wang, Qi-Jie
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Deep and wide feature based extreme learning machine for image classification
err2020-10-01
err25
PREAI
errQing, Yuanyuan; Zeng, Yijie; Li, Yue; Huang, Guang-Bin
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R-ELMNet: Regularized extreme learning machine network
err2020-10-01
err21
PREAI
errZhang, Guanghao; Li, Yue; Cui, Dongshun; Mao, Shangbo; Huang, Guang-Bin
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