Asst. Prof. EDA GÖZ

Publication Network

Articles 16

1. Performance analysis of machine learning algorithms for the prediction of disinfection byproducts formation during chlorination: Effect of background water characteristics

Ersan G., Goz E., Karanfil T.

Journal of Environmental Management , vol.389, 2025 (SCI-Expanded, Scopus)

2. Enhanced prediction of ozone concentrations using an artificial neural network model

Uğuz G., Karadurmuş E., Kaya S., GÖZ E., AKYAZI H., YÜCEER A. M.

Latin American Applied Research , vol.55, no.1, pp.137-142, 2025 (SCI-Expanded, Scopus)

3. Utilizing artificial neural networks (ANN) for predictive modeling of sulfate removal from water

Karadurmuş E., GÖZ E., Keleş C., YÜCEER A. M.

Sigma Journal of Engineering and Natural Sciences , vol.42, no.6, pp.1866-1875, 2024 (ESCI, Scopus)

4. Design and Implementation of a Graphical User Interface for Outlier Data Analysis: A Case Study on the Yeşilırmak River

Göz E., Karadurmuş E., Yüceer A. M.

J. Int. Environmental Application & Science , vol.19, no.2, pp.57-68, 2024 (TRDizin)

5. A software for parameter estimation in thin–layer drying models

YÜCEER A. M., GÖZ E., TOSUN E.

Latin American Applied Research , vol.54, no.3, pp.383-388, 2024 (SCI-Expanded, Scopus)

6. OPTIMIZATION OF HYDRODISTILLATION OF ESSENTIAL OIL FROM MENTHA SPICATA L. BY USING RESPONSE SURFACE METHODOLOGY

Göz E.

LATIN AMERICAN APPLIED RESEARCH , vol.53, no.3, pp.203-213, 2023 (SCI-Expanded, Scopus)

7. BROMATE REMOVAL PREDICTION IN DRINKING WATER BY USING THE LEAST SQUARES SUPPORT VECTOR MACHINE (LS-SVM)

Karadurnius E., GÖZ E., Taskin N., YÜCEER A. M.

SIGMA JOURNAL OF ENGINEERING AND NATURAL SCIENCES-SIGMA MUHENDISLIK VE FEN BILIMLERI DERGISI , vol.38, no.4, pp.2145-2153, 2020 (ESCI)

8. Kinetic and artificial neural network modeling techniques to predict the drying kinetics of Mentha spicata L.

Karakaplan N., GÖZ E., TOSUN E., YÜCEER A. M.

JOURNAL OF FOOD PROCESSING AND PRESERVATION , vol.43, no.10, 2019 (SCI-Expanded, Scopus)

9. Prediction of Bromate Removal in Drinking Water Using Artificial Neural Networks

KARADURMUŞ E., Taskin N., GÖZ E., YÜCEER A. M.

OZONE-SCIENCE & ENGINEERING , vol.41, no.2, pp.118-127, 2019 (SCI-Expanded, Scopus)

10. FRACTIONAL-ORDER CONTROL STRATEGIES FOR THE ACTIVATED SLUDGE PROCESS

GÖZ E., YÜCEER A. M.

FRESENIUS ENVIRONMENTAL BULLETIN , vol.27, no.12, pp.8071-8080, 2018 (SCI-Expanded) Sustainable Development

11. Prediction of characteristic properties of crude oil blending with ANN

KARADURMUŞ E., AKYAZI H., GÖZ E., YÜCEER A. M.

JOURNAL OF DISPERSION SCIENCE AND TECHNOLOGY , vol.39, no.9, pp.1236-1243, 2018 (SCI-Expanded, Scopus) Sustainable Development

12. Combined delivery of PDGF-BB and BMP-6 for enhanced osteoblastic differentiation

Demirtas T. T., GÖZ E., KARAKEÇİLİ A., GÜMÜŞDERELİOĞLU M.

JOURNAL OF MATERIALS SCIENCE-MATERIALS IN MEDICINE , vol.27, no.1, 2016 (SCI-Expanded, Scopus) Sustainable Development

13. COMPARISON OF CONTROL STRATEGIES FOR DISSOLVED OXYGEN CONCENTRATION IN ACTIVATED SLUDGE PROCESS

Akyurek E., KARADURMUŞ E., YÜCEER A. M., GÖZ E., Atasoy I., Berber R.

FRESENIUS ENVIRONMENTAL BULLETIN , vol.25, no.6, pp.2099-2112, 2016 (SCI-Expanded) Sustainable Development

14. Effect of emulsification-diffusion parameters on the formation of poly (3-hydroxybutyrate-co-3-hydroxyvalerate) particles

GÖZ E., KARAKEÇİLİ A.

ARTIFICIAL CELLS NANOMEDICINE AND BIOTECHNOLOGY , vol.44, no.1, pp.226-234, 2016 (SCI-Expanded, Scopus)

15. AN INTERACTIVE GIS-BASED SOFTWARE FOR DYNAMIC MONITORING OF RIVERS

Yetik M. K., YÜCEER A. M., Karadurmus E., Semizer E., Calimli A., Berber R.

JOURNAL OF ENVIRONMENTAL PROTECTION AND ECOLOGY , vol.15, no.4, pp.1767-1778, 2014 (SCI-Expanded, Scopus) Sustainable Development

16. Comparison of control algorithms for the blood glucose concentration in a virtual patient with an artificial pancreas

Semizer E., YÜCEER A. M., Atasoy I., Berber R.

CHEMICAL ENGINEERING RESEARCH & DESIGN , vol.90, no.7, pp.926-937, 2012 (SCI-Expanded, Scopus)

Papers Presented at Peer-Reviewed Scientific Conferences 31

1. GRAPHICAL USER INTERFACE DESIGN FOR REMOVAL OF OUTLIERS DATA: YESILIRMAK RIVER EXAMPLE

ZENGÜL Z., GÖZ E., KARADURMUŞ E., YÜCEER A. M.

International Symposium for Environmental Science and Engineering Research 2023, Konya, Turkey, 18 October 2023, (Summary Text)

2. Artificial Neural Network Modeling for Drying Kinetics of Mentha piperita L

TAŞTAN B., GÖZ E., YÜCEER A. M.

6th International Eurasian Conference on Biological and Chemical Sciences (EurasianBioChem 2023), Turkey, 11 October 2023, (Full Text)

3. PREDICTION OF SULPHATE CONCENTRATION IN DRINKING WATER

KELEŞ C., GÖZ E., KARADURMUŞ E., YÜCEER A. M.

2nd International Integrated Pollution Prevention and Control Symposium (EKOK METAL), Karabük, Turkey, 06 October 2021, (Summary Text)

4. ARTIFICIAL NEURAL NETWORK MODELLING FOR O3 PREDICTION FOR AIR QUALITY

GÖZ E., UĞUZ G., KAYA S., AKYAZI H., KARADURMUŞ E., YÜCEER A. M.

2nd International Integrated Pollution Prevention and Control Symposium (EKOK METAL), Karabük, Turkey, 06 October 2021, (Summary Text)

5. En Küçük Kareler Destek Vektör Makinaları Yöntemi Kullanılarak İçme Suyundan Bromat Gideriminin Öngörülmesi

KARADURMUŞ E., TAŞKIN N., GÖZ E., YÜCEER A. M.

3. Uluslararası Su ve Sağlık Kongresi, Antalya, Turkey, 12 - 15 November 2019, (Full Text)

6. En Küçük Kareler Destek Vektör Makinaları Kullanılarak İçme Suyundan Bramat Gideriminin Öngörülmesi

KARADURMUŞ E., GÖZ E., Taşkın N., YÜCEER A. M.

3rd International Water and Health Congress, Antalya, Turkey, 12 - 15 November 2019, pp.636-640, (Full Text)

7. Yapay Sinir Ağı Kullanılarak Tuz Kalitesinin Öngörülmesi

Atılgan O., GÖZ E., KARADURMUŞ E., YÜCEER A. M.

10. Ulusal Hidroloji Kongresi, Muğla, Turkey, 9 - 12 October 2019, pp.881-884, (Full Text)

8. Machine Learning Application of Dissolved Oxygen Prediction in River Water Quality

GÖZ E., YÜCEER A. M., KARADURMUŞ E.

4thWorld Congress on Civil, Structural, and Environmental Engineering (CSEE’19), ICEPTP119, Roma, Italy, 7 - 09 April 2019, (Summary Text)

9. Total Organic Carbon Prediction with Artificial Intelligence Techniques

GÖZ E., YÜCEER A. M., KARADURMUŞ E.

29th European Symposium on Computer-Aided Process Engineering (ESCAPE), Eindhoven, Netherlands, 16 - 19 June 2019, vol.46, pp.889-894, (Full Text)

10. Modeling of salt quality by using extreme learning machine

KARADURMUŞ E., GÖZ E., Atılgan O., YÜCEER A. M.

EGTEIG Environment, Green Tegnology Engineering, 18 - 20 June 2018, (Summary Text)

11. KERNEL BASED EXTREME LEARNING MACHINE FOR TOTAL ORGANIC CARBON PREDICTION IN YESILIRMAK RIVER

GÖZ E., YÜCEER A. M., KARADURMUŞ E., YETİK M. K.

3rd INTERNATIONAL CONFERENCE ON ENVIRONMENTAL SCIENCE AND TECHNOLOGY (ICOEST), Budapest, Hungary, 19 - 23 October 2017, pp.183, (Summary Text)

12. ARTIFICIAL NEURAL NETWORK MODELING FOR PREDICTING BROMATE REMOVAL IN DRINKING WATER

KARADURMUŞ E., TAŞKIN N., GÖZ E., YÜCEER A. M.

3rd INTERNATIONAL CONFERENCE ON ENVIRONMENTAL SCIENCE AND TECHNOLOGY (ICOEST), Budapest, Hungary, 19 - 23 October 2017, pp.121, (Summary Text)

13. Kernel Based Extreme Learning Machine for Total Organic Carbon Prediction in Yeşilırmak River

GÖZ E., YÜCEER A. M., KARADURMUŞ E., YETİK M. K.

3rd International Conference on Environmental Science and Technology ICOEST, Budapest, Hungary, 19 - 23 October 2017, (Summary Text)

14. Trend Analysis of Water Quality Monitoring Data for Yeşilırmak River

GÖZ E., KARADURMUŞ E., YÜCEER A. M., YETİK M. K.

Uluslararası Su ve Atık Su Yönetimi Sempozyumu, Malatya, Turkey, 26 - 28 October 2016, (Full Text)

15. Detection of Outliers in Water Quality Parameters from Monitoring Stations in Yeşilırmak River

KARADURMUŞ E., GÖZ E., YÜCEER A. M., Atasoy Emre İ.

Uluslararası Kentsel Su ve Atık Su Yönetimi Sempozyumu, Malatya, Turkey, 26 - 28 October 2016, (Full Text)

16. BÜYÜME FAKTÖRLERİNİ KONTROLLÜ SALAN KİTOSAN DOKU İSKELELERİNİN ÜRETİMİ VE KEMİK DOKU MÜHENDİSLİĞİ UYGULAMALARI

GÖZ E., Demirtaş T., KARAKEÇİLİ A., GÜMÜŞDERELİOĞLU M.

12. Ulusal kimya Mühendisliği Kongresi, İzmir, Turkey, 23 - 26 August 2016, (Full Text)

17. Combined delivery of BMP 6 and PDGF BB From Chitosan Scaffolds for Osteoblastic Differentiation

GÖZ E., DEMİRTAŞ T., KARAKEÇİLİ A., GÜMÜŞDERELİOĞLU M.

9th nanocongress for next generation, Manchester, United Kingdom, 1 - 02 August 2016, vol.7, (Summary Text)

18. Synthesis of PHBV Nanoparticles and BSA Release Kinetics.

GÖZ E., KARAKEÇİLİ A.

1st Internatıonal Symposium on Nanoparticles/Nanomaterials Applications, 19 - 22 January 2014, (Summary Text)

19. Preperation and Characterization of EGF loaded PLGA Nanofibrous Membranes

YÜKSEL E., GÖZ E., KARAKEÇİLİ A.

1st Internatıonal Symposium on Nanoparticles/Nanomaterials Applications, 19 - 22 January 2014, (Summary Text)

20. Production and Characterization of EGF loaded PLGA Nanofibrous Membranes

YÜKSEL E., KARAKEÇİLİ A., GÖZ E.

. 9 th Nanoscience and Nanotechnology Conference (NANOTR-9), Turkey, 24 - 28 June 2013, (Summary Text)

21. Poli(3-hidroksibütirik asit-ko-3-hidroksivalerik asit) (PHBV) Nanokürelerin Hazırlanması ve Karakterizasyonu.

GÖZ E., KARAKEÇİLİ A.

10. Ulusal Kimya Mühendisliği Kongresi (UKMK-10), Turkey, 3 - 06 September 2012, (Summary Text)

22. Toplam Organik Karbon Derişiminin En Küçük Kareler Destek Vektör Makineleri ile Modellenmesi

YÜCEER A. M., KARADURMUŞ E., COŞKUN M. A., GÖZ E., ATASOY İ., ÇALIMLI A., et al.

10. Ulusal Kimya Mühendisliği Kongresi (UKMK-10), Turkey, 3 - 06 September 2012, (Summary Text)

23. . Onlıne Monıtorıng and Total Organıc Carbon (TOC) Modelıng of Yeşilırmak Rıver.

GÖZ E., YÜCEER A. M., KARADURMUŞ E., ATASOY İ., ÇALIMLI A., BERBER R.

20 th International Congress of Chemical and Process Engineering, 25 - 29 August 2012, (Summary Text)

24. Support Vector Machine is a Good Tool to Predict Blood Glucose in Diabetes Studies

GÖZ E., YÜCEER A. M., TURAN B., Çalımlı A.

International Symposium NACD 2011: New Approaches in Cardiovascular Disorders From Genes&Molecules to Clinical Applications, 4 - 08 May 2011, (Summary Text) Sustainable Development

25. Yeşilırmak Nehri Icin Toplam Organik Karbon Öngörü Modelleri

YÜCEER A. M., ATASOY İ., GÖZ E., KARADURMUŞ E., YETİK M. K., ÇALIMLI A., et al.

Ulusal Kimya Mühendisliği UKMK 9, Turkey, 22 - 25 June 2010, (Full Text)

26. Nehir Su Kalitesi için Trend Analizi

ATASOY İ., YÜCEER A. M., GÖZ E., KARADURMUŞ E., YETİK M. K., ÇALIMLI A., et al.

9. Ulusal Kimya Mühendisliği UKMK 9, Turkey, 22 - 25 June 2010, (Full Text)

27. Tip I Diyabetler için Kan Şekeri Kontrol Algoritmaları

GÖZ E., YÜCEER A. M., ATASOY İ., BERBER R.

Ulusal Kimya Mühendisliği UKMK 9, Turkey, 22 - 25 June 2010, (Full Text) Sustainable Development

28. Nehir Su Kalitesi Veri Yönetimi: Hatalı Verilerin Ayıklanması

ATASOY İ., YÜCEER A. M., GÖZ E., KARADURMUŞ E., YETİK M. K., ÇALIMLI A., et al.

Ulusal Kimya Mühendisliği UKMK 9, Turkey, 22 - 25 June 2010, (Full Text)

29. Blood Glucose Control Algorithms for Type 1 Diabetes

GÖZ E., YÜCEER A. M., atasoy i., berber r.

On-Line Monitoring System for Yeşilırmak River Water Quality”, EMCC-6, 7 - 12 March 2010, (Summary Text) Sustainable Development

30. . A central on-line river water quality monitoring system

BERBER R., KARADURMUŞ E., YÜCEER A. M., ATASOY İ., GÖZ E., AKYÜREK E.

World Water Forum, 16 - 22 March 2009, (Summary Text)

31. A Central River Water Quality Monitoring System for Yeşilırmak, Regional Meeting on Mediterranean Basin

BERBER R., KARADURMUŞ E., YÜCEER A. M., ATASOY İ., GÖZ E., AKYÜREK E., et al.

Regional Meeting on Mediterranean Basin, 9 - 11 November 2008, (Summary Text)

Books 1

1. chapter 4

GÖZ E., KARADURMUŞ E., YÜCEER A. M.

in: A comprehensive Guide to Neural Network modeling, Stefen Skaar, Editor, Nova Science Publisher, New York, pp.123-153, 2020

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