Hakan Tongal

Simulation and forecasting of streamflows using machine learning models coupled with base flow separation

Hakan Tongal, Martijn J. Booij · Journal of Hydrology · 2018 · 269 citations · Full text

Engineering, Data Science, Civil Engineering +11

Comparison of Recurrent Neural Network, Adaptive Neuro-Fuzzy Inference System and Stochastic Models in Eğirdir Lake Level Forecasting

Veysel Güldal, Hakan Tongal · Water Resources Management · 2009 · 105 citations

Forecasting Methodology, Stochastic Models, Fuzzy Logic +10

Seasonality of low flows and dominant processes in the Rhine River

Hakan Tongal, Mehmet Cüneyd Demirel, Martijn J. Booij · Stochastic Environmental Research and Risk Assessment · 2012 · 42 citations

River Basin Management, Low Flows, Engineering +8

Impact of complexity on daily and multi-step forecasting of streamflow with chaotic, stochastic, and black-box models

Hakan Tongal, Ronny Berndtsson · Stochastic Environmental Research and Risk Assessment · 2016 · 33 citations

Intelligent Forecasting, Forecasting Methodology, Probabilistic Forecasting +10

Cross-entropy clustering framework for catchment classification

Hakan Tongal, Bellie Sivakumar · Journal of Hydrology · 2017 · 33 citations

Data Classification, Classification Method, Engineering +8