Publications & Works

Published journal articles indexed by SCI, SSCI, and AHCI

Deep convolutional neural networks for automatic coil pitches detection systems in induction motors

JOURNAL OF ELECTRICAL ENGINEERING-ELEKTROTECHNICKY CASOPIS, vol.72, no.3, pp.198-202, 2021 (Peer-Reviewed Journal) Creative Commons License identifier

Machine learning (ML) for the diagnosis of autism spectrum disorder (ASD) using brain imaging

REVIEWS IN THE NEUROSCIENCES, vol.31, no.8, pp.825-841, 2020 (Peer-Reviewed Journal) identifier identifier identifier

Determination of Wind Energy Potential in Kirklareli-Turkey

INTERNATIONAL JOURNAL OF GREEN ENERGY, vol.10, no.1, pp.103-116, 2013 (Peer-Reviewed Journal) identifier identifier

Wind Speed Correlation Between Neighboring Measuring Stations

ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, vol.37, no.4, pp.1007-1019, 2012 (Peer-Reviewed Journal) Sustainable Development identifier identifier

Determination of effect of slot form on slot leakage flux at rotating electrical machines by the method of artificial neural networks

ENERGY EDUCATION SCIENCE AND TECHNOLOGY PART A-ENERGY SCIENCE AND RESEARCH, vol.29, no.1, pp.451-462, 2012 (Peer-Reviewed Journal) identifier identifier

Long term wind speed estimation for a randomly selected time interval by using artificial neural networks, Amasra, Turkey

ENERGY EDUCATION SCIENCE AND TECHNOLOGY PART A-ENERGY SCIENCE AND RESEARCH, vol.28, no.2, pp.759-772, 2012 (Peer-Reviewed Journal) identifier identifier

ENVIRONMENTAL ASSESSMENT OF WIND ENERGY CONVERSION SYSTEMS IN TURKEY

JOURNAL OF ENVIRONMENTAL PROTECTION AND ECOLOGY, vol.13, no.1, pp.307-318, 2012 (Peer-Reviewed Journal) Sustainable Development identifier identifier

A proposal for visually handicapped students to use electrical control laboratory

JOURNAL OF VIBROENGINEERING, vol.13, no.2, pp.245-252, 2011 (Peer-Reviewed Journal) identifier

Determination of optimum operation cases in electric arc welding machine using neural network

JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, vol.25, no.4, pp.1003-1010, 2011 (Peer-Reviewed Journal) identifier identifier

Prediction of internal temperature in stator winding of three-phase induction motors with ann

EUROPEAN TRANSACTIONS ON ELECTRICAL POWER, vol.21, no.1, pp.120-128, 2011 (Peer-Reviewed Journal) identifier identifier

Articles Published in Other Journals

Derin evrişimli sinir ağı modellerinin açık kaynak kodlu yazılım platformlarında tasarımının değerlendirilmesi

İstanbul Sabahattin Zaim Üniversitesi Fen Bilimleri Enstitüsü Dergisi, vol.3, no.1, pp.94-98, 2021 (Peer-Reviewed Journal)

Özgür ve Açık Kaynak Kodlu Yazılım Platformlarının Uygulamalı Yapay Zeka Eğitimlerine Katkısı

İstanbul Sabahattin Zaim Üniversitesi Fen Bilimleri Enstitüsü Dergisi, vol.3, no.1, pp.11-14, 2021 (Peer-Reviewed Journal)

Prediction of post-treatment survival expectancy in head neck cancers by machine learning methods

The Journal of Cognitive Systems, vol.1, no.5, pp.23-34, 2020 (Peer-Reviewed Journal) Sustainable Development

APPLICATION OF DECISION TREE METHODS FOR WIND SPEED ESTIMATION

European Journal of Technique, vol.9, no.1, pp.74-83, 2019 (Peer-Reviewed Journal)

A Convolutional Neural Network Application For Predicting The Locating Of Squamous Cell Carcinoma In The Lung

Balkan Journal of Electrical and Computer Engineering, vol.6, no.3, pp.207-210, 2018 (Peer-Reviewed Journal)

A Convolutional Neural Network Application For The Classification Of Lung Cancer Types

ACADEMIC JOURNAL INDUSTRIAL TECHNOLOGIES, vol.5, no.1, 2018 (Peer-Reviewed Journal) Sustainable Development

Estimation Of Head Neck Cancer Stage By Using Deep Convolutional Neural Networks

ACADEMIC JOURNAL INDUSTRIAL TECHNOLOGIES, vol.5, no.1, pp.13-19, 2018 (Peer-Reviewed Journal) Sustainable Development

A Convolutional Neural Network Application for Predicting the Locating of Squamous Cell Carcinoma in the Lung

Balkan Journal of Electrical and Computer Engineering, vol.6, no.3, pp.207-210, 2018 (Peer-Reviewed Journal)

Accelerating the Transition to Nuclear Energy Systems in Turkey

Kirklareli University Journal of Engineering and Science, vol.2, no.2, 2017 (Peer-Reviewed Journal)

Cascaded Neural Network for Internal TemperatureForecasting in Induction Motor

World Academy of Science, Engineering and TechnologyInternational Journal of Mechanical, Aerospace, Industrial, Mechatronic and Manufacturing Engineering, vol.11, no.2, pp.406-412, 2017 (Peer-Reviewed Journal)

Deep Convolutional Neural Networks To Detect Lung Cancer Stage

The Journal of Cognitive Systems, vol.2, no.2, pp.33-36, 2017 (Peer-Reviewed Journal) Sustainable Development

Yapay Sinir Ağları Yardımı ile Yeraltısularında SAR tahmini

JEOLOJI MUHENDISLIGI DERGISI, vol.2, no.84, 2016 (Peer-Reviewed Journal)

Asenkron Motorda Yapay Sinir Ağları ile Durum Kestirimi

Electronic Journal of Vocational Colleges, vol.6, no.3, pp.41-48, 2016 (Peer-Reviewed Journal)

Determination Leakage Reactange in Monophase Transformers Using by Cascaded Neural Network

Balkan Journal of Electrical and Computer Engineering, vol.4, no.2, pp.89-96, 2016 (Peer-Reviewed Journal)

Determining Skinfold Thickness through Artificial Neural Networks

Iğdır Üniversitesi Fen Bilimleri Enstitüsü Dergisi, vol.6, no.3, pp.41-48, 2016 (Peer-Reviewed Journal)

Design and Implementation of PLC-Based Monitoring Control System forThree-Phase Induction Motors Fed by PWM Inverter

INTERNATIONAL JOURNAL OF SYSTEMS APPLICATIONS, ENGINEERING DEVELOPMENT, vol.2, no.3, 2008 (Peer-Reviewed Journal)

Application of Artificial Neural Network for Harmonic Estimation in Different Produced Induction Motors

Int. J. of Circuits, Systems and Signal Processing, vol.1, no.4, pp.334-339, 2007 (Peer-Reviewed Journal)

Refereed Congress / Symposium Publications in Proceedings

DETERMINATION OFWINDING TYPE ACCORDING TO LEAKAGES IN MONOPHASE VOLTAGE TRANSFORMERS WITH SUPPORT VECTOR MACHINES

9th INTERNATIONAL CONGRESS ON ENGINEERING, ARCHITECTURE AND DESIGN, İstanbul, Turkey, 14 - 16 May 2022, pp.1043-1050

CLASSIFICATION OF GROOVE SHAPE IN ROTARY ELECTRIC MACHINES WITH CONVOLUTIONAL NEURAL NETWORK

9 th INTERNATIONAL CONGRESS ON ENGINEERING, ARCHITECTURE AND DESIGN, İstanbul, Turkey, 14 May 2022, pp.1050-1059

SPECIES DETECTION OF ROTARY ELECTRIC MACHINES WITH DEEP LEARNING FROM APPEARANCES

7 th INTERNATIONAL CONGRESS ON ENGINEERING AND TECHNOLOGY MANAGEMENT, İstanbul, Turkey, 16 April 2022, pp.488-495

SUPPORT VECTOR MACHINES FOR STATOR GROOVE SHAPE DETECTION IN ROTARY ELECTRIC MACHINES

7 th INTERNATIONAL CONGRESS ON ENGINEERING AND TECHNOLOGY MANAGEMENT, İstanbul, Turkey, 16 April 2022, pp.480-488

MACHINE LEARNING IMPLEMENTATIONS FOR LEAKAGES IN MONOPHASE TRANSFORMERS WITH TWO LAYERED CYLINDRICAL COIL FORM

7 th INTERNATIONAL CONGRESS ON ENGINEERING AND TECHNOLOGY MANAGEMENT, İstanbul, Turkey, 16 April 2022, pp.474-480

A DEEP CONVOLUTIONAL NEURAL NETWORK APPLICATION FOR COVID-19 DIAGNOSIS FROMX-RAY IMAGES

3rd International Congress on Engineering Sciences and Multidisciplinary Approaches, 10 - 11 February 2022, pp.544-552 Sustainable Development

AUTISM DIAGNOSIS WITH DEEP LEARNING MODEL TRAINED WITH FACE IMAGES

3rd International Congress on Engineering Sciences and Multidisciplinary Approaches, 10 February 2022

CLASSIFICATION OF THE COIL PITCHES OF INDUCTION MOTORS USING KNN MODEL

1. ULUSLARARASI MÜHENDİSLİK BİLİMLERİ VE MULTİDİSİPLİNER YAKLAŞIMLAR KONGRESİ, İstanbul, Turkey, 23 February 2021, pp.80-86

PREDICTION OF SWITCHING FREQUENCY OF THE SPWM INVERTER FEEDING THE INDUCTION MOTOR USING BY DECISION TREES METHOD

1. ULUSLARARASI MÜHENDİSLİK BİLİMLERİ VE MULTİDİSİPLİNER YAKLAŞIMLAR KONGRESİ, İstanbul, Turkey, 23 February 2021, pp.85-97

ESTIMATION OF OVERLOAD STAGES IN INDUCTION MOTORS USING BY DISCRIMINANT ANALYSIS (DA)

6. ULUSLARARASI MUHENDİSLİK MİMARLIK VE TASARIM KONGRESİ, İstanbul, Turkey, 17 December 2020, pp.685-693

K-NEAREST NEIGHBOR CLASSIFIER (KNN) FOR STATOR WINDING SLOT FORM IN INDUCTION MOTORS

6. ULUSLARARASI MUHENDİSLİK MİMARLIK VE TASARIM KONGRESİ, İstanbul, Turkey, 17 December 2020, pp.675-685

PREDICTION OF COIL PITCHES ANGLES IN SQUIRREL CAGE INDUCTION MOTORS USING BY SUPPORT VECTOR MACHINES

6. ULUSLARARASI MUHENDİSLİK MİMARLIK VE TASARIM KONGRESİ, İstanbul, Turkey, 17 December 2020, pp.693-701

A Study about Reliability Assessment of Power System

BdKCSE’xx2017 International Conference on7-8 December 2017, Sofia, Bulgaria Big Data, Knowledge and Control Systems Engineering, 7 - 08 December 2017

A Survey in Deep Convolutional Neural Networks for Diagnosis of Dieases

BdKCSE’xx2017 International Conference on7-8 December 2017, Sofia, Bulgaria Big Data, Knowledge and Control Systems Engineering, 7 - 08 December 2017

Artıfıcıal Neural Network Based Solutıon Of Inverse And Forward Kınematıcs Of Sıx-axıs Robotıc Arm

Unıversıty Burgas, International Conference Educatıon, Scıence, Economıcs And Technologıes, 22 - 23 June 2017

Meslek Eğitiminde Modern Eğitim ve Enformasyon Teknolojileri

8. ULUSLARARASI EĞITIM ARAŞTIRMALARI KONGRESI, Çanakkale, Turkey, 5 - 08 May 2016, pp.275-281

Teknik Eğitim Fakültesi Mezunu Akademisyenlerin Sorunları ve Çözüm Önerileri

8. Uluslararası Eğitim Araştırmaları Kongresi, Çanakkale, Turkey, 5 - 08 May 2016, pp.270-274

Energy Saving in Induction Motors via Reducing Voltage in No Load and Light Load Operations

8th International Ege Energy Symposium and Exhibition – Afyonkarahisar, Afyonkarahisar, Turkey, 11 - 13 May 2016, pp.858-862

The Evaluation of OWECS Maintenance and Management Characteristics and Structuring Status in Turkey with Regard to Energy Requirement

8th International Ege Energy Symposium and Exhibition – Afyonkarahisar, Turkey, 2016, Afyonkarahisar, Turkey, 11 - 13 May 2016

Application of ANN for Short Term Forecasting of Wind Power Density

15th "International Scientific Conference" RE & IT - 2016, SMOLYAN, Bulgaria, 10 - 11 June 2016, vol.1, pp.157-163

Forecasting of wind speed and directions in Kirklareli, Turkey by simple multilayer perceptron

International Symposiumon Sustainable Developmentt, Sarajevo, Bosnia And Herzegovina, 13 November 2013, pp.54-59

Designation of harmonic estimation ANN model using experimental data obtained from different produced induction motors

9th WSEAS International Conference on Neural Networks (NN 08), Sofija, Bulgaria, 2 - 04 May 2008, pp.198-201 identifier

Estimation of low order odd current harmonics in short chorded induction motors using Artificial Neural Network

9th WSEAS International Conference on Neural Networks (NN 08), Sofija, Bulgaria, 2 - 04 May 2008, pp.194-197 identifier

Harmonic variations in three-phase induction motors fed by PWM inverter with different stator coil pitches

6th WSEAS International Conference on Applications of Electrical Engineering, İstanbul, Turkey, 27 - 29 May 2007, pp.195-196 identifier

Prediction of current harmonics in induction motors with Artificial Neural Network

Joint Conference on Electromotion/IEEE Aegean Conference on Electrical Machines and Power Electronics/, Bodrum, Turkey, 10 - 12 September 2007, pp.707-711 identifier identifier

Estimation of total harmonic distortion in short chorded induction motors using artificial neural network

6th WSEAS International Conference on Applications of Electrical Engineering, İstanbul, Turkey, 27 - 29 May 2007, pp.206-207 identifier

Design and implementation of PLC-based monitoring control system for three-phase induction motors fed by PWM inverter

6th WSEAS International Conference on Applications of Electrical Engineering, İstanbul, Turkey, 27 - 29 May 2007, pp.200-201 identifier

Transformatör Kaçak Akı Dağılımının Simülasyonu ve Eğitim Amaçlı Kullanımı

1. Uluslararası Mesleki ve Teknik Eğitim Teknolojileri Kongresi, İstanbul, Turkey, 05 September 2005, pp.468-472

Rüzgar Türbinlerinde Yıldırımdan Korunma Yöntemleri

5. Ulusal Temiz Enerji Sempozyumu, İstanbul, Turkey, 26 October 2004, pp.53-62

Rüzgar Türbinlerinde Kontrol ve Güvenlik Sistemleri

Yenilenebilir Enerji Kaynakları Sempozyum ve Sergisi, Kayseri, Turkey, 12 October 2001, pp.137-144

Rüzgar Türbinlerinde Güç Kalitesi ve Ölçümleri

6. Türk-Alman Enerji Sempozyumu, İzmir, Turkey, 21 June 2001, pp.471-481

Rüzgar Türbinlerinde Güç Performansı, Gürültü ve Hız Ölçümleri

III. Ulusal Temiz Enerji Sempozyumu, İstanbul, Turkey, 15 November 2000, pp.385-392