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Machine learning regressors for solar radiation estimation from satellite data

Solar energy, 2019-05, Vol.183, p.768-775

2019

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Feature selection in machine learning prediction systems for renewable energy applications

Renewable & sustainable energy reviews, 2018-07, Vol.90, p.728-741

2018

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Machine Learning Classification–Regression Schemes for Desert Locust Presence Prediction in Western Africa

Applied sciences, 2023-07, Vol.13 (14), p.8266

2023

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A novel Grouping Genetic Algorithm–Extreme Learning Machine approach for global solar radiation prediction from numerical weather models inputs

Solar energy, 2016-07, Vol.132, p.129-142

2016

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Significant wave height and energy flux prediction for marine energy applications: A grouping genetic algorithm – Extreme Learning Machine approach

Renewable energy, 2016-11, Vol.97, p.380-389

2016

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Accurate estimation of significant wave height with Support Vector Regression algorithms and marine radar images

Coastal engineering (Amsterdam), 2016-08, Vol.114, p.233-243

2016

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Robust estimation of wind power ramp events with reservoir computing

Renewable energy, 2017-10, Vol.111, p.428-437

2017

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Efficient Prediction of Low-Visibility Events at Airports Using Machine-Learning Regression

Boundary-layer meteorology, 2017-11, Vol.165 (2), p.349-370

2017

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Ordinal Multi-class Architecture for Predicting Wind Power Ramp Events Based on Reservoir Computing

Neural processing letters, 2020-08, Vol.52 (1), p.57-74

2020

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Wind power ramp event detection with a hybrid neuro-evolutionary approach

Neural computing & applications, 2020, Vol.32 (2), p.391-402

2020

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Correction to: Wind power ramp event detection with a hybrid neuro-evolutionary approach

Neural computing & applications, 2020, Vol.32 (2), p.403-403

2020

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Randomization-based machine learning in renewable energy prediction problems: Critical literature review, new results and perspectives

Applied soft computing, 2022-03, Vol.118, p.108526, Article 108526

2022

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Bayesian optimization of a hybrid system for robust ocean wave features prediction

Neurocomputing (Amsterdam), 2018-01, Vol.275, p.818-828

2018

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Long-term temperature prediction with hybrid autoencoder algorithms

Applied computing and geosciences, 2024-09, Vol.23, p.100185, Article 100185

2024

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Significant wave height and energy flux estimation with a Genetic Fuzzy System for regression

Ocean engineering, 2018-07, Vol.160, p.33-44

2018

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Predicting compressive strength of lightweight foamed concrete using extreme learning machine model

Advances in engineering software (1992), 2018-01, Vol.115, p.112-125

2018

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Collaboration and competition spatial complex networks in regional science

Journal of ambient intelligence and humanized computing, 2024-03, Vol.15 (3), p.1995-2008

2024

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Machine learning regressors for solar radiation estimation from satellite data

Feature selection in machine learning prediction systems for renewable energy applications

Machine Learning Classification–Regression Schemes for Desert Locust Presence Prediction in Western Africa

A novel Grouping Genetic Algorithm–Extreme Learning Machine approach for global solar radiation prediction from numerical weather models inputs

Significant wave height and energy flux prediction for marine energy applications: A grouping genetic algorithm – Extreme Learning Machine approach

Accurate estimation of significant wave height with Support Vector Regression algorithms and marine radar images

Robust estimation of wind power ramp events with reservoir computing

Efficient Prediction of Low-Visibility Events at Airports Using Machine-Learning Regression

Ordinal Multi-class Architecture for Predicting Wind Power Ramp Events Based on Reservoir Computing

Wind power ramp event detection with a hybrid neuro-evolutionary approach

Correction to: Wind power ramp event detection with a hybrid neuro-evolutionary approach

Randomization-based machine learning in renewable energy prediction problems: Critical literature review, new results and perspectives

Bayesian optimization of a hybrid system for robust ocean wave features prediction

Long-term temperature prediction with hybrid autoencoder algorithms

Significant wave height and energy flux estimation with a Genetic Fuzzy System for regression

Predicting compressive strength of lightweight foamed concrete using extreme learning machine model

Collaboration and competition spatial complex networks in regional science

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