Litcius/Paper detail

Improving the prediction of global solar radiation using interpretable boosting algorithms coupled SHAP and LIME analysis: a comparative study

Khaled Merabet, Noureddine Daif, Fabio Di Nunno, Francesco Granata, Salah Difi, Özgür Kişi, Salim Heddam, Sungwon Kim, Mohammad Zounemat‐Kermani

2025Theoretical and Applied Climatology7 citationsDOI

Topics & Concepts

Boosting (machine learning)AlgorithmMeteorologyComputer scienceMachine learningEnvironmental scienceArtificial intelligenceRemote sensingGeologyPhysicsSolar Radiation and PhotovoltaicsEnergy Load and Power ForecastingPhotovoltaic System Optimization Techniques
Improving the prediction of global solar radiation using interpretable boosting algorithms coupled SHAP and LIME analysis: a comparative study | Litcius