Levent Latifoğlu

Comparison of neural network, Gaussian regression, support vector machine, long short-term memory, multi-gene genetic programming, and M5 Trees methods for solving civil engineering problems

Erdal Uncuoğlu, Hatice Çıtakoğlu, Levent Latifoğlu et al. · Applied Soft Computing · 2022 · 113 citations

Memetic Algorithm, Engineering, Intelligent Optimization +12

Investigation of Empirical Mode Decomposition in Forecasting of Hydrological Time Series

Özgür Kişi, Levent Latifoğlu, Fatma Lati̇foğlu · Water Resources Management · 2014 · 62 citations

Meteorology, Forecasting Methodology, Probabilistic Forecasting +10

Drought index time series forecasting via three-in-one machine learning concept for the Euphrates basin

Levent Latifoğlu, Savaş Bayram, Gaye Aktürk et al. · Earth Science Informatics · 2024 · 31 citations

Meteorology, Forecasting Methodology, Engineering +13

A novel combined model for prediction of daily precipitation data using instantaneous frequency feature and bidirectional long short time memory networks

Levent Latifoğlu · Environmental Science and Pollution Research · 2022 · 18 citations

Climatology, Meteorology, Numerical Weather Prediction +12

Importance of hybrid models for forecasting of hydrological variable

Levent Latifoğlu, Özgür Kişi, Fatma Lati̇foğlu · Neural Computing and Applications · 2015 · 16 citations

Forecasting Methodology, Engineering, Water Resources +6