Publications by authors named "Majed Omar Ahmad Alsaydalani"
Deep learning versus hybrid regularized extreme learning machine for multi-month drought forecasting: A comparative study and trend analysis in tropical region.
Mohammed Majeed Hameed Siti Fatin Mohd Razali Wan Hanna Melini Wan Mohtar Majed Omar Ahmad Alsaydalani Zaher Mundher Yaseen
Heliyon
January 2024
Article Synopsis
- * This study explores two forecasting models, Long Short-Term Memory (LSTM) and a hybrid model utilizing regularized extreme learning machine and Snake algorithm, to predict hydrological droughts in Malaysia for up to six months.
- * Results indicate the hybrid model outperformed traditional models in accuracy and reliability, showing improvements in forecast effectiveness and long-term prediction capabilities compared to the LSTM approach.