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random vector functional link network

Description: A feedforward neural network using randomly generated hidden-layer parameters and direct input-to-output connections, applied to prediction, classification, and system modeling.
OpenAlex ID: keywords/random-vector-functional-link-network
A comprehensive evaluation of random vector functional link networks
2015 · Le Zhang, P.N. Suganthan · Information Sciences · 465
A Survey on the New Generation of Deep Learning in Image Processing
2019 · Licheng Jiao, Jin Zhao · IEEE Access · 293
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Random vector functional link network for short-term electricity load demand forecasting
2016 · Ye Ren, P.N. Suganthan, et al. · Information Sciences · 293
Random vector functional link neural network based ensemble deep learning
2021 · Qiushi Shi, Rakesh Katuwal, et al. · Pattern Recognition · 287
Insights into randomized algorithms for neural networks: Practical issues and common pitfalls
2016 · Ming Li, Dianhui Wang · Information Sciences · 216
Random vector functional link network: Recent developments, applications, and future directions
2023 · A.K. Malik, Ruobin Gao, et al. · Applied Soft Computing · 212
An Online Data-Driven Method for Simultaneous Diagnosis of IGBT and Current Sensor Fault of Three-Phase PWM Inverter in Induction Motor Drives
2020 · Bin Gou, Yan Xu, et al. · IEEE Transactions on Power Electronics · 211
Short-term wind speed and wind power prediction using hybrid empirical mode decomposition and kernel ridge regression
2017 · Jyotirmayee Naik, Prachitara Satapathy, et al. · Applied Soft Computing · 197
Fast decorrelated neural network ensembles with random weights
2014 · Monther Alhamdoosh, Dianhui Wang · Information Sciences · 195
Visual Tracking With Convolutional Random Vector Functional Link Network
2016 · Le Zhang, Ponnuthurai Nagaratnam Suganthan · IEEE Transactions on Cybernetics · 169
Prediction of laser cutting parameters for polymethylmethacrylate sheets using random vector functional link network integrated with equilibrium optimizer
2020 · Ammar H. Elsheikh, Taher A. Shehabeldeen, et al. · Journal of Intelligent Manufacturing · 168
Ensemble incremental learning Random Vector Functional Link network for short-term electric load forecasting
2018 · Xueheng Qiu, Ponnuthurai Nagaratnam Suganthan, et al. · Knowledge-Based Systems · 166
Distributed learning for Random Vector Functional-Link networks
2015 · Simone Scardapane, Dianhui Wang, et al. · Information Sciences · 154
A non-iterative decomposition-ensemble learning paradigm using RVFL network for crude oil price forecasting
2017 · Ling Tang, Yao Wu, et al. · Applied Soft Computing · 153
On the origins of randomization-based feedforward neural networks
2021 · Ponnuthurai N. Suganthan, Rakesh Katuwal · Applied Soft Computing · 152
An unsupervised parameter learning model for RVFL neural network
2019 · Yongshan Zhang, Jia Wu, et al. · Neural Networks · 130
A new random vector functional link integrated with mayfly optimization algorithm for performance prediction of solar photovoltaic thermal collector combined with electrolytic hydrogen production system
2021 · Mohamed Abd Elaziz, S. Senthilraja, et al. · Applied Thermal Engineering · 128
Stacked autoencoder based deep random vector functional link neural network for classification
2019 · Rakesh Katuwal, P.N. Suganthan · Applied Soft Computing · 117
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Benchmarking Ensemble Classifiers with Novel Co-Trained Kernel Ridge Regression and Random Vector Functional Link Ensembles [Research Frontier]
2017 · Le Zhang, Ponnuthurai Nagaratnam Suganthan · IEEE Computational Intelligence Magazine · 117
Random vector functional link neural network based ensemble deep learning for short-term load forecasting
2022 · Ruobin Gao, Liang Du, et al. · Expert Systems with Applications · 115
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A Data-Driven Method for IGBT Open-Circuit Fault Diagnosis Based on Hybrid Ensemble Learning and Sliding-Window Classification
2019 · Yang Xia, Yan Xu, et al. · IEEE Transactions on Industrial Informatics · 115
A new learning paradigm for random vector functional-link network: RVFL+
2019 · Peng-Bo Zhang, Zhi-Xin Yang · Neural Networks · 114
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Modelling and forecasting of COVID-19 spread using wavelet-coupled random vector functional link networks
2020 · Barenya Bikash Hazarika, Deepak Gupta · Applied Soft Computing · 113
Fusing Higher and Lower-Order Biological Information for Drug Repositioning via Graph Representation Learning
2023 · Bo-Wei Zhao, Lei Wang, et al. · IEEE Transactions on Emerging Topics in Computing · 111
Prediction of power consumption and water productivity of seawater greenhouse system using random vector functional link network integrated with artificial ecosystem-based optimization
2020 · F.A. Essa, Mohamed Abd Elaziz, et al. · Process Safety and Environmental Protection · 111
Works count: 493
Citation count: 10,770
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