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Short-term Traffic Flow Prediction Using Artificial Intelligence with Periodic Clustering and Elected Set

Promet, 2020-01, Vol.32 (1), p.65-78

Doğan, Erdem

2020

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Performance analysis of LSTM model with multi-step ahead strategies for a short-term traffic flow prediction

Zeszyty naukowe Politechniki Śla̦skiej., 2021-01, Vol.111, p.15-31

DOĞAN, Erdem

2021

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D-200 Karayolu için Dönemsel ARIMA Yöntemi ile Kısa Dönemli Trafik Akım Tahmin Modellerinin Geliştirilmesi

Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi, 2018-04, Vol.22 (2), p.390-400

Doğan, Erdem

2018

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Robust-LSTM: a novel approach to short-traffic flow prediction based on signal decomposition

Soft computing (Berlin, Germany), 2022-06, Vol.26 (11), p.5227-5239

Doğan, Erdem

2022

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

Journal of forecasting, 2020-12, Vol.39 (8), p.1213-1228

Doğan, Erdem

2020

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

Neural computing & applications, 2021-09, Vol.33 (17), p.11175-11188

Doğan, Erdem

2021

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EXAMINING THE SAFETY IMPACTS OF TRANSIT PRIORITY SIGNAL SYSTEMS USING SIMULATION TECHNIQUES

Zeszyty naukowe Politechniki Śla̦skiej., 2024-03, Vol.122, p.61-71

DOĞAN, Erdem

2024

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Placement and sizing strategies for dynamic wireless charging stations on signalized intersection corridors

Pamukkale University Journal of Engineering Sciences, 2022, Vol.28 (6), p.802-811

Doğan, Erdem

2022

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Analysis and comparison of long short-term memory networks short-term traffic prediction performance

Zeszyty naukowe Politechniki Śla̦skiej., 2020-01, Vol.107 (107), p.19-32

DOGAN, Erdem

2020

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Optimizing a fuzzy logic traffic signal controller via the differential evolution algorithm under different traffic scenarios

Simulation (San Diego, Calif.), 2016-11, Vol.92 (11), p.1013-1023

2016

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Exploring the Critical Risk Factors of Public–Private Partnership City Hospital Projects in Turkey

Buildings (Basel), 2024-02, Vol.14 (2), p.498

2024

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

Neural computing & applications, 2013-04, Vol.22 (5), p.869-877

2013

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Esnek Ve Rijit Yol Üst Yapılarında Gurultu Seviyelerinin Eş Zamanlı Ölçümü Ve Analizi

Mühendislik bilimleri dergisi, 2014-06, Vol.20 (6), p.197-202

2014

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An artificial intelligent approach to traffic accident estimation: Model development and application

Transport (Vilnius, Lithuania), 2009-01, Vol.24 (2), p.135-142

2009

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COMPARISON OF DIFFERENT APPROACHES IN TRAFFIC FORECASTING MODELS FOR THE D-200 HIGHWAY IN TURKEY

Zeszyty naukowe Politechniki Śla̦skiej., 2018-06, Vol.99, p.25-42

2018

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The effect of lane blockage on signalised intersection performance - analysing and modelling

Journal of the South African Institution of Civil Engineering, 2020-09, Vol.62 (3), p.53-60

2020

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Farklı Tür Metinler için Dinlediğini Anlama Başarı Testlerinin Geliştirilmesi

Turkish studies (2006), 2020, Vol.15 Issue 2 (Volume 15 Issue 2), p.891-909

ERDEM, Bahar DOĞAN KAHTALI- İlhan

2020

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Simultaneous Measurement and Analysis of Noise Levels in Flexible and Rigid Pavements

Mühendislik bilimleri dergisi, 2014, Vol.20 (6), p.197-202

2014

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A Review on Sensory Parameters and Evaluation Methods of Plant-Based Protein Foods

Food reviews international, 2024-06, p.1-20

2024

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Esnek ve Rijit Yol Üst Yapılarında Gürültü Seviyelerinin Eş Zamanlı Ölçümü ve Analizi

Mühendislik bilimleri dergisi, 2014-06, Vol.20 (6), p.197-202

2014

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Estimation of delay and vehicle stops at signalized intersections using artificial neural network

Engineering Review, 2016-01, Vol.36 (2)

2016

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Estimation of delay and vehicle stops at signalized intersections using artificial neural network

Engineering Review, 2016-04, Vol.36 (2), p.157

2016

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Retrofit of nonductile reinforced concrete frames using high performance fiber-reinforced composites

Dogan, Erdem

1998

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Clinical evaluation of submucosal colonic lipomas: decision making

World journal of gastroenterology : WJG, 2006-08, Vol.12 (31), p.5075

2006

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Investigation of the optical temperature sensing properties of up-converting TeO2-ZnO-BaO activated with Yb3+/Tm3+ glasses

Sensors and actuators. A. Physical., 2021-05, Vol.322, p.112645, Article 112645

2021

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Short-term Traffic Flow Prediction Using Artificial Intelligence with Periodic Clustering and Elected Set

Performance analysis of LSTM model with multi-step ahead strategies for a short-term traffic flow prediction

D-200 Karayolu için Dönemsel ARIMA Yöntemi ile Kısa Dönemli Trafik Akım Tahmin Modellerinin Geliştirilmesi

Robust-LSTM: a novel approach to short-traffic flow prediction based on signal decomposition

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

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

EXAMINING THE SAFETY IMPACTS OF TRANSIT PRIORITY SIGNAL SYSTEMS USING SIMULATION TECHNIQUES

Placement and sizing strategies for dynamic wireless charging stations on signalized intersection corridors

Analysis and comparison of long short-term memory networks short-term traffic prediction performance

Optimizing a fuzzy logic traffic signal controller via the differential evolution algorithm under different traffic scenarios

Exploring the Critical Risk Factors of Public–Private Partnership City Hospital Projects in Turkey

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

Esnek Ve Rijit Yol Üst Yapılarında Gurultu Seviyelerinin Eş Zamanlı Ölçümü Ve Analizi

An artificial intelligent approach to traffic accident estimation: Model development and application

COMPARISON OF DIFFERENT APPROACHES IN TRAFFIC FORECASTING MODELS FOR THE D-200 HIGHWAY IN TURKEY

The effect of lane blockage on signalised intersection performance - analysing and modelling

Farklı Tür Metinler için Dinlediğini Anlama Başarı Testlerinin Geliştirilmesi

Simultaneous Measurement and Analysis of Noise Levels in Flexible and Rigid Pavements

A Review on Sensory Parameters and Evaluation Methods of Plant-Based Protein Foods

Esnek ve Rijit Yol Üst Yapılarında Gürültü Seviyelerinin Eş Zamanlı Ölçümü ve Analizi

Estimation of delay and vehicle stops at signalized intersections using artificial neural network

Estimation of delay and vehicle stops at signalized intersections using artificial neural network

Retrofit of nonductile reinforced concrete frames using high performance fiber-reinforced composites

Clinical evaluation of submucosal colonic lipomas: decision making

Investigation of the optical temperature sensing properties of up-converting TeO2-ZnO-BaO activated with Yb3+/Tm3+ glasses

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