A novel stacked generalization ensemble-based hybrid LGBM-XGB-MLP model for Short-Term Load Forecasting

Mohamed Massaoudi, Shady S. Refaat, Inès Chihi, +3

Energy

Forecasting MethodologyEngineeringMachine LearningData ScienceEnergy Forecasting +5

An Effective Hybrid NARX-LSTM Model for Point and Interval PV Power Forecasting

Mohamed Massaoudi, Inès Chihi, Lilia Sidhom, +4

IEEE Access

Forecasting MethodologyEngineeringMachine LearningInterval PvpfVirtual Power Plant +16

Convergence of Photovoltaic Power Forecasting and Deep Learning: State-of-Art Review

Mohamed Massaoudi, Inès Chihi, Haitham Abu‐Rub, +2

IEEE Access

EngineeringMachine LearningPhotovoltaic SystemPhotovoltaic Power StationPhotovoltaics +16

PLS-CNN-BiLSTM: An End-to-End Algorithm-Based Savitzky–Golay Smoothing and Evolution Strategy for Load Forecasting

Mohamed Massaoudi, Shady S. Refaat, Haitham Abu‐Rub, +2

Energies

Forecasting MethodologyEvolution StrategyEngineeringMachine LearningData Science +9

Enhanced Random Forest Model for Robust Short-Term Photovoltaic Power Forecasting Using Weather Measurements

Mohamed Massaoudi, Inès Chihi, Lilia Sidhom, +3

Energies

EngineeringMachine LearningStpf TechniquesPhotovoltaic SystemPhotovoltaic Power Station +19

A Hybrid Bayesian Ridge Regression-CWT-Catboost Model For PV Power Forecasting

Mohamed Massaoudi, Shady S. Refaat, Haitham Abu‐Rub, +2

Forecasting MethodologyEngineeringPhotovoltaic SystemProbabilistic ForecastingData Science +16

Enhanced Deep Belief Network Based on Ensemble Learning and Tree-Structured of Parzen Estimators: An Optimal Photovoltaic Power Forecasting Method

Mohamed Massaoudi, Haitham Abu‐Rub, Shady S. Refaat, +3

IEEE Access

Key frames extraction using graph modularity clustering for efficient video summarization

H A Gharbi, Sahbi Bahroun, Mohamed Massaoudi, +1

Image AnalysisEngineeringPattern RecognitionVideo ProcessingVideo Retrieval +9

Accurate Smart-Grid Stability Forecasting Based on Deep Learning: Point and Interval Estimation Method

Mohamed Massaoudi, Haitham Abu‐Rub, Shady S. Refaat, +2

EngineeringMachine LearningPower Grid OperationPower Grid StabilityData Science +16

Performance Evaluation of Deep Recurrent Neural Networks Architectures: Application to PV Power Forecasting

Mohamed Massaoudi, Inès Chihi, Lilia Sidhom, +3

Recurrent Neural NetworkEngineeringMachine LearningData ScienceSmart Grid +13