Drupal-Biblio17<style face="normal" font="default" size="100%">Information-theoretic deep learning component separation from forecasted global horizontal irradiance</style>Drupal-Biblio17<style face="normal" font="default" size="100%">A Novel Approach for Accurate Wind Speed Time Series Forecasting Using ICEEMDAN Decomposition and Sample Entropy through Integration of Deep Learning Models</style>Drupal-Biblio17<style face="normal" font="default" size="100%">Forecast-integrated techno-economic optimization of off-grid hybrid renewable system in hyper-arid regions: Application to Tamanrasset, Algeria</style>Drupal-Biblio5<style face="normal" font="default" size="100%">Optimizing Annual Energy Output of a Residential Bifacial PV System Using Box-Behnken Design: A Case Study in Tamanrasset, Algeria</style>Drupal-Biblio5<style face="normal" font="default" size="100%">Determination of the Optimal Volume and Distribution of Learning Data for Solar Irradiance Forecasting Applications</style>Drupal-Biblio5<style face="normal" font="default" size="100%">Spatiotemporal Prediction of Solar Irradiance in Algeria: A CNN-Driven Approach for Solar Energy Mapping</style>Drupal-Biblio17<style face="normal" font="default" size="100%">Comparative Analysis of Forecasting Methods for Renewable Energy Across Forecast Horizons</style>Drupal-Biblio47<style face="normal" font="default" size="100%">A Set of Forecasting Methods to Predict Solar Irradiance and Wind Speed for Different Horizons</style>Drupal-Biblio47<style face="normal" font="default" size="100%">Machine Learning Approach to Estimate Ultraviolet Irradiance from Solar Radiation Data</style>Drupal-Biblio47<style face="normal" font="default" size="100%">Multi-Step Solar Power Forecasting using Deep Learning Methods</style>Drupal-Biblio47<style face="normal" font="default" size="100%">Multi-Objective Optimization of Stand-Alone Hybrid Renewable Energy System for Rural Electrification in Algeria</style>Drupal-Biblio47<style face="normal" font="default" size="100%">Residual Networks with Long Short Term Memory for Hourly Solar Radiation Forecasting</style>Drupal-Biblio47<style face="normal" font="default" size="100%">Sample Entropy with One-Stage Variational Mode Decomposition for Hourly Solar Irradiance Forecasting</style>Drupal-Biblio47<style face="normal" font="default" size="100%">Deep Long Short-Term Memory with Separation Models for Direct Normal Irradiance Forecasting: Application to Tamanrasset, Algeria</style>Drupal-Biblio47<style face="normal" font="default" size="100%">Techno-Economic Analysis of a Stand-Alone Hybrid Renewable Energy System for Residentiel Electrification in Tamanrasset, Algeria</style>Drupal-Biblio47<style face="normal" font="default" size="100%">Global Solar Radiation Forecasting With Evolutionary Autoregressive Models</style>Drupal-Biblio17<style face="normal" font="default" size="100%">Multimodel ensemble approach for hourly global solar irradiation forecasting</style>Drupal-Biblio17<style face="normal" font="default" size="100%">Bidirectional deep architecture for Arabic speech recognition</style>Drupal-Biblio17<style face="normal" font="default" size="100%">Fast Short-Term Global Solar Irradiance Forecasting with Wrapper Mutual Information</style>Drupal-Biblio47<style face="normal" font="default" size="100%">Auto-Encoder with Neural Networks for Wind Speed Forecasting</style>Drupal-Biblio10<style face="normal" font="default" size="100%">Bi-directional recurrent end-to-end neural network classifier for spoken Arab digit recognition</style>Drupal-Biblio10<style face="normal" font="default" size="100%">Ensemble of Support Vector Methods to Estimate Global Solar Radiation In Algeria</style>Drupal-Biblio10<style face="normal" font="default" size="100%">Intra-hour Forecasting of Direct Normal Solar Irradiance using Variable Selection with Artificial Neural Networks</style>Drupal-Biblio10<style face="normal" font="default" size="100%">Gaussian Process with Linear Discriminant Analysis for Predicting Hourly Global Horizontal Irradiance in Tamanrasset, Algeria</style>Drupal-Biblio17<style face="normal" font="default" size="100%">Minimum redundancy &ndash; Maximum relevance with extreme learning machines for global solar radiation forecasting: Toward an optimized dimensionality reduction for solar time series</style>Drupal-Biblio47<style face="normal" font="default" size="100%">Kernel Principal Components Analysis with Extreme Learning Machines for Wind Speed Prediction</style>Drupal-Biblio10<style face="normal" font="default" size="100%">Use of the artificial neural network and meteorological data for predicting daily global solar radiation in Djelfa, Algeria</style>Drupal-Biblio17<style face="normal" font="default" size="100%">Evaluation of the Hourly Global Solar Radiation on a Horizontal Plane for Two Sites in Algeria</style>Drupal-Biblio17<style face="normal" font="default" size="100%">A fast and accurate model for forecasting wind speed and solar radiation time series based on extreme learning machines and principal components analysis</style>Drupal-Biblio6<style face="normal" font="default" size="100%">Regression with Hyperdimensional Features: Application to Chemometric Calibration</style>Drupal-Biblio47<style face="normal" font="default" size="100%">Modelling of global solar radiation in Algeria based on geographical and all climatic parameters</style>Drupal-Biblio32<style face="normal" font="default" size="100%">Advanced Methods for the Processing and Analysis of Multidimensional Signals: Application to Wind Speed</style>Drupal-Biblio6<style face="normal" font="default" size="100%">Automatic Analysis of Highdimensional Signals: Advanced Wind Speed Forecasting Techniques</style>Drupal-Biblio17<style face="normal" font="default" size="100%">Multiple architecture system for wind speed prediction</style>Drupal-Biblio47<style face="normal" font="default" size="100%">Estimation de l&rsquo;irradiation Solaire Globale dans la ville de M&rsquo;sila (Algérie)</style>Drupal-Biblio47<style face="normal" font="default" size="100%">A Comparison Study of Solar Energy : Application to Arabic Countries</style>Drupal-Biblio17<style face="normal" font="default" size="100%">Multiple regression systems for spectrophotometric data analysis</style>Drupal-Biblio47<style face="normal" font="default" size="100%">Combination of Multiple Estimators for Hyperdimensional Data Analysis</style>Drupal-Biblio32<style face="normal" font="default" size="100%">Development of Multiple Regression Systems for Hyperdimensional Spectral Spaces</style>