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Ruobin Gao
Ruobin Gao
Research fellow, Nanyang Technological University
Verified email at e.ntu.edu.sg
Title
Cited by
Cited by
Year
Bayesian optimization based dynamic ensemble for time series forecasting
L Du, R Gao, PN Suganthan, DZW Wang
Information Sciences 591, 155-175, 2022
592022
Time series forecasting based on echo state network and empirical wavelet transformation
R Gao, L Du, O Duru, KF Yuen
Applied Soft Computing 102, 107111, 2021
372021
Robust empirical wavelet fuzzy cognitive map for time series forecasting
R Gao, L Du, KF Yuen
Engineering Applications of Artificial Intelligence 96, 103978, 2020
352020
Parsimonious fuzzy time series modelling
R Gao, O Duru
Expert Systems with Applications 156, 113447, 2020
322020
Walk-forward empirical wavelet random vector functional link for time series forecasting
R Gao, L Du, KF Yuen, PN Suganthan
Applied Soft Computing 108, 107450, 2021
302021
Random vector functional link network: recent developments, applications, and future directions
AK Malik, R Gao, MA Ganaie, M Tanveer, PN Suganthan
Applied Soft Computing, 110377, 2023
292023
Random vector functional link neural network based ensemble deep learning for short-term load forecasting
R Gao, L Du, PN Suganthan, Q Zhou, KF Yuen
Expert Systems with Applications 206, 117784, 2022
282022
Dynamic ensemble deep echo state network for significant wave height forecasting
R Gao, R Li, M Hu, PN Suganthan, KF Yuen
Applied Energy 329, 120261, 2023
192023
High-dimensional lag structure optimization of fuzzy time series
R Gao, O Duru, KF Yuen
Expert Systems with Applications 173, 114698, 2021
132021
A decomposition-based hybrid ensemble CNN framework for driver fatigue recognition
R Li, R Gao, PN Suganthan
Information Sciences 624, 833-848, 2023
122023
Automated layer-wise solution for ensemble deep randomized feed-forward neural network
M Hu, R Gao, PN Suganthan, M Tanveer
Neurocomputing 514, 137-147, 2022
122022
EEG-based emotion recognition using random Convolutional Neural Networks
WX Cheng, R Gao, PN Suganthan, KF Yuen
Engineering Applications of Artificial Intelligence 116, 105349, 2022
122022
Inpatient discharges forecasting for Singapore hospitals by machine learning
R Gao, WX Cheng, PN Suganthan, KF Yuen
IEEE Journal of Biomedical and Health Informatics 26 (10), 4966-4975, 2022
82022
Significant wave height forecasting using hybrid ensemble deep randomized networks with neurons pruning
R Gao, R Li, M Hu, PN Suganthan, KF Yuen
Engineering Applications of Artificial Intelligence 117, 105535, 2023
72023
Learning-Based Motion-Intention Prediction for End-Point Control of Upper-Limb-Assistive Robots
S Yang, NP Garg, R Gao, M Yuan, B Noronha, WT Ang, D Accoto
Sensors 23 (6), 2998, 2023
52023
Multi-modal and multi-user semantic communications for channel-level information fusion
X Luo, R Gao, HH Chen, S Chen, Q Guo, PN Suganthan
IEEE Wireless Communications, 2022
52022
Newbuilding ship price forecasting by parsimonious intelligent model search engine
R Gao, J Liu, Q Zhou, O Duru, KF Yuen
Expert Systems with Applications 201, 117119, 2022
52022
Marine fuel refining technology improvement trade-offs: A game theoretic approach
Q Zhou, R Gao, KF Yuen
Marine Policy 132, 104677, 2021
52021
A new perspective on air quality index time series forecasting: A ternary interval decomposition ensemble learning paradigm
Z Wang, R Gao, P Wang, H Chen
Technological Forecasting and Social Change 191, 122504, 2023
42023
Graph ensemble deep random vector functional link network for traffic forecasting
L Du, R Gao, PN Suganthan, DZW Wang
Applied Soft Computing 131, 109809, 2022
32022
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