Erdem Doğan

AN ARTIFICIAL INTELLIGENT APPROACH TO TRAFFIC ACCIDENT ESTIMATION: MODEL DEVELOPMENT AND APPLICATION

Ali Payıdar Akgüngör, Erdem Doğan · Transport · 2009 · 71 citations · Full text

Intelligent Traffic Management, Engineering, Data Science +15

Forecasting highway casualties under the effect of railway development policy in Turkey using artificial neural networks

Erdem Doğan, Ali Payıdar Akgüngör · Neural Computing and Applications · 2011 · 42 citations

Railway Traffic, Highway Casualties, Engineering +12

Estimating Road Accidents of Turkey Based on Regression Analysis and Artificial Neural Network Approach

Ali Payıdar Akgüngör, Erdem Doğan · Advances in transportation studies · 2008 · 28 citations

LSTM training set analysis and clustering model development for short-term traffic flow prediction

Erdem Doğan · Neural Computing and Applications · 2021 · 28 citations

Lstm Training, Engineering, Machine Learning +10

Analysis of the relationship between LSTM network traffic flow prediction performance and statistical characteristics of standard and nonstandard data

Erdem Doğan · Journal of Forecasting · 2020 · 21 citations

Internet Traffic Analysis, Engineering, Traffic Flow +17