Marwa M. Eid

Advanced Ensemble Model for Solar Radiation Forecasting Using Sine Cosine Algorithm and Newton’s Laws

2021 · IEEE Access

As research in alternate energy sources is growing, solar radiation is catching the eyes of the research community immensely. Since solar energy generation depends on uncontrollable natural variables, without proper forecasting, this energy source cannot …

Metaheuristic Optimized Voting Ensemble for Recognizing Daily and Sports Activities

2022 · Journal of artificial intelligence and metaheuristics.

This research analyzes the effectiveness of several methods for categorizing human actions captured by inertial and magnetic sensor units worn on the chest, arms, and legs. Each device has tri-axial sensors, including a gyroscope, accelerometer, …

Waterwheel Plant Algorithm: A Novel Metaheuristic Optimization Method

2023 · Processes

Attempting to address optimization problems in various scientific disciplines is a fundamental and significant difficulty requiring optimization. This study presents the waterwheel plant technique (WWPA), a novel stochastic optimization technique motivated by natural systems. The …