Ramendra Prasad

Significant wave height forecasting via an extreme learning machine model integrated with improved complete ensemble empirical mode decomposition

Mumtaz Ali, Ramendra Prasad · Renewable and Sustainable Energy Reviews · 2019 · 228 citations

Meteorology, Forecasting Methodology, Probabilistic Forecasting +8

Soil moisture forecasting by a hybrid machine learning technique: ELM integrated with ensemble empirical mode decomposition

Ramendra Prasad, Ravinesh C. Deo, Yan Li et al. · Geoderma · 2018 · 215 citations

Meteorology, Soil Moisture Forecasting, Precision Agriculture +11

Complete ensemble empirical mode decomposition hybridized with random forest and kernel ridge regression model for monthly rainfall forecasts

Mumtaz Ali, Ramendra Prasad, Yong Xiang et al. · Journal of Hydrology · 2020 · 207 citations

Hydrometeorology, Meteorology, Climatology +13

Designing a multi-stage multivariate empirical mode decomposition coupled with ant colony optimization and random forest model to forecast monthly solar radiation

Ramendra Prasad, Mumtaz Ali, Paul Kwan et al. · Applied Energy · 2018 · 192 citations

Meteorology, Engineering, Data Science +6

Designing Deep-Based Learning Flood Forecast Model With ConvLSTM Hybrid Algorithm

Mohammed Moishin, Ravinesh C. Deo, Ramendra Prasad et al. · IEEE Access · 2021 · 183 citations · Full text

Hydrological Prediction, Engineering, Machine Learning +21