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random vector functional link

Description: A randomized feedforward neural-network architecture that connects inputs directly to outputs and uses randomly generated hidden-layer features.
OpenAlex ID: keywords/random-vector-functional-link
Applications of machine learning in friction stir welding: Prediction of joint properties, real-time control and tool failure diagnosis
2023 · Ammar H. Elsheikh · Engineering Applications of Artificial Intelligence · 213
A new optimized predictive model based on political optimizer for eco-friendly MQL-turning of AISI 4340 alloy with nano-lubricants
2021 · Ammar H. Elsheikh, Mohamed Abd Elaziz, et al. · Journal of Manufacturing Processes · 152
Machine learning algorithms for improving the prediction of air injection effect on the thermohydraulic performance of shell and tube heat exchanger
2020 · Emad M.S. El-Said, Mohamed Abd Elaziz, et al. · Applied Thermal Engineering · 123
A new fine-tuned random vector functional link model using Hunger games search optimizer for modeling friction stir welding process of polymeric materials
2021 · Waheed Sami AbuShanab, Mohamed Abd Elaziz, et al. · Journal of Materials Research and Technology · 97
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Letter: On non-iterative learning algorithms with closed-form solution
2018 · Ponnuthurai Nagaratnam Suganthan · Applied Soft Computing · 92
Modeling Potential Evapotranspiration by Improved Machine Learning Methods Using Limited Climatic Data
2023 · Reham R. Mostafa, Ozgur Kisi, et al. · Water · 89
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Enhancing thermal performance and modeling prediction of developed pyramid solar still utilizing a modified random vector functional link
2020 · Swellam W. Sharshir, Mohamed Abd Elaziz, et al. · Solar Energy · 71
Prediction of the tensile properties of ultrafine grained Al–SiC nanocomposites using machine learning
2023 · I.M.R. Najjar, A.M. Sadoun, et al. · Journal of Materials Research and Technology · 69
Utilization of Improved Machine Learning Method Based on Artificial Hummingbird Algorithm to Predict the Tribological Behavior of Cu-Al2O3 Nanocomposites Synthesized by In Situ Method
2022 · Ayman M. Sadoun, Ismail R. Najjar, et al. · Mathematics · 69
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Walk-forward empirical wavelet random vector functional link for time series forecasting
2021 · Ruobin Gao, Liang Du, et al. · Applied Soft Computing · 69
Deep Randomized Neural Networks
2020 · Claudio Gallicchio, Simone Scardapane · Studies in computational intelligence · 66
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Time series classification using diversified Ensemble Deep Random Vector Functional Link and Resnet features
2021 · Wen Xin Cheng, P.N. Suganthan, et al. · Applied Soft Computing · 65
A systematic review on predicting PV system parameters using machine learning
2023 · Md Jobayer, Md Al Hasan Shaikat, et al. · Heliyon · 64
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A non-iterative method for pruning hidden neurons in neural networks with random weights
2018 · Pablo A. Henríquez, Gonzalo A. Ruz · Applied Soft Computing · 64
Multimodal Neuroimaging Based Alzheimer's Disease Diagnosis Using Evolutionary RVFL Classifier
2023 · Tripti Goel, Rahul Sharma, et al. · IEEE Journal of Biomedical and Health Informatics · 58
ROENet: A ResNet-Based Output Ensemble for Malaria Parasite Classification
2022 · Ziquan Zhu, Shuihua Wang, et al. · Electronics · 55
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Improving Drought Modeling Using Hybrid Random Vector Functional Link Methods
2021 · Rana Muhammad Adnan, Reham R. Mostafa, et al. · Water · 51
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Predicting hot-strip finish rolling thickness using stochastic configuration networks
2022 · Xu Li, Yaodong He, et al. · Information Sciences · 50
Enhanced random vector functional link based on artificial protozoa optimizer to predict wear characteristics of Cu-ZrO2 nanocomposites
2024 · Mamdouh I. Elamy, Mohamed Abd Elaziz, et al. · Results in Engineering · 48
EEG-based emotion recognition using random Convolutional Neural Networks
2022 · Wen Xin Cheng, Ruobin Gao, et al. · Engineering Applications of Artificial Intelligence · 48
A joint optimization framework to semi-supervised RVFL and ELM networks for efficient data classification
2020 · Yong Peng, Qingxi Li, et al. · Applied Soft Computing · 45
Conv-eRVFL: Convolutional Neural Network Based Ensemble RVFL Classifier for Alzheimer's Disease Diagnosis
2022 · Rahul Sharma, Tripti Goel, et al. · IEEE Journal of Biomedical and Health Informatics · 43
An Intuitionistic Fuzzy Random Vector Functional Link Classifier
2022 · Upendra Mishra, Deepak Gupta, et al. · Neural Processing Letters · 36
Random vector functional link with ε-insensitive Huber loss function for biomedical data classification
2022 · Barenya Bikash Hazarika, Deepak Gupta · Computer Methods and Programs in Biomedicine · 35
Daily Crude Oil Price Forecasting Based on Improved CEEMDAN, SCA, and RVFL: A Case Study in WTI Oil Market
2020 · Jiang Wu, Feng Miu, et al. · Energies · 35
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Works count: 176
Citation count: 2,735
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