Prof. Dr. HIDIR SEL&#199;UK NOĞAY

JOURNAL OF MEDICAL SYSTEMS , cilt.48, sa.15, ss.1-12, 2024 (SCI-Expanded)

Diagonsis of Chaotic Ferroresonance Phenomena Using Deep Learning

Noğay H. S., Akıncı T. Ç., Akbaş İ., Tokic A.

IEEE ACCESS , cilt.0, sa.0, 2023 (SCI-Expanded)

Forecasting of voltage disturbances at the beginning of ferroresonance phenomena in power systems using by a new approach of long-short term memory (LSTM): LSTM for Ferroresonance in power systems

JOURNAL OF ENGINEERING RESEARCH , cilt.11, ss.297-306, 2023 (SCI-Expanded)

Diagnostic of autism spectrum disorder based on structural brain MRI images using, grid search optimization, and convolutional neural networks

BIOMEDICAL SIGNAL PROCESSING AND CONTROL , cilt.79, sa.2, ss.1-10, 2023 (SCI-Expanded)

Estimating the aggregated available capacity for vehicle to grid services using deep learning and Nonlinear Autoregressive Neural Network

Noğay H. S., Akıncı T. Ç., Yilmaz M.

SUSTAINABLE ENERGY GRIDS & NETWORKS , cilt.29, 2022 (SCI-Expanded)

Detection of invisible cracks in ceramic materials using by pre-trained deep convolutional neural network

NEURAL COMPUTING & APPLICATIONS , cilt.34, sa.2, ss.1423-1432, 2022 (SCI-Expanded)

Comparative Experimental Investigation of Deep Convolutional Neural Networks for Latent Fingerprint Pattern Classification

TRAITEMENT DU SIGNAL , cilt.38, sa.5, ss.1319-1326, 2021 (SCI-Expanded)

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

Noğay H. S., Akıncı T. Ç.

JOURNAL OF ELECTRICAL ENGINEERING-ELEKTROTECHNICKY CASOPIS , cilt.72, sa.3, ss.198-202, 2021 (SCI-Expanded)

Classification of operation cases in electric arc welding wachine by using deep convolutional neural networks

NEURAL COMPUTING & APPLICATIONS , cilt.33, sa.12, ss.6657-6670, 2021 (SCI-Expanded)

Detection of Epileptic Seizure Using Pretrained Deep Convolutional Neural Network and Transfer Learning

EUROPEAN NEUROLOGY , cilt.83, sa.6, ss.602-614, 2021 (SCI-Expanded)

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

Volkovas V., Eidukeviciute M., Nogay H. S., Akıncı T. Ç.

REVIEWS IN THE NEUROSCIENCES , cilt.31, sa.8, ss.825-841, 2020 (SCI-Expanded)

The defect detection in ceramic materials based on wavelet analysis by using the method of impulse noise

Akgün Ö., Akıncı T. Ç., Nogay H. S., Seker S.

JOURNAL OF VIBROENGINEERING , cilt.15, sa.2, ss.816-823, 2013 (SCI-Expanded)

Determination of Wind Energy Potential in Kirklareli-Turkey

Ersoz S., Akıncı T. Ç., Nogay H. S., Dogan G.

INTERNATIONAL JOURNAL OF GREEN ENERGY , cilt.10, sa.1, ss.103-116, 2013 (SCI-Expanded)

Application of wavelet transform to defect detection of building's structure

MECHANIKA , cilt.18, sa.6, ss.683-690, 2012 (SCI-Expanded)

Application of artificial neural networks for short term wind speed forecasting in Mardin, Turkey

Nogay H. S., Akıncı T. Ç., Eidukeviciute M.

JOURNAL OF ENERGY IN SOUTHERN AFRICA , cilt.23, sa.4, ss.2-7, 2012 (SCI-Expanded)

Wind Speed Correlation Between Neighboring Measuring Stations

Akıncı T. Ç., Nogay H. S.

ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING , cilt.37, sa.4, ss.1007-1019, 2012 (SCI-Expanded) Sürdürülebilir Kalkınma

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

Nogay H. S., Akıncı T. Ç., Guseinoviene E.

ENERGY EDUCATION SCIENCE AND TECHNOLOGY PART A-ENERGY SCIENCE AND RESEARCH , cilt.29, sa.1, ss.451-462, 2012 (SCI-Expanded)

Speed Estimation of Brushless Direct Current (BLDC) Motor with Multilayer Perceptron

Serteller N. F. O., Bektas Y., Nogay S., Akıncı T. Ç.

PRZEGLAD ELEKTROTECHNICZNY , cilt.88, sa.9A, ss.255-260, 2012 (SCI-Expanded)

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

Nogay H. S., Akıncı T. Ç.

ENERGY EDUCATION SCIENCE AND TECHNOLOGY PART A-ENERGY SCIENCE AND RESEARCH , cilt.28, sa.2, ss.759-772, 2012 (SCI-Expanded)

ENVIRONMENTAL ASSESSMENT OF WIND ENERGY CONVERSION SYSTEMS IN TURKEY

Kocabey S., Nogay S., Fidan C. B., Dursun B., Gorgulu S., Gokcol C., et al.

JOURNAL OF ENVIRONMENTAL PROTECTION AND ECOLOGY , cilt.13, sa.1, ss.307-318, 2012 (SCI-Expanded) Sürdürülebilir Kalkınma

Application of Artificial Neural Networks for Defect Detection in Ceramic Materials

Akıncı T. Ç., Nogay H. S., Yılmaz Ö.

ARCHIVES OF ACOUSTICS , cilt.37, sa.3, ss.279-286, 2012 (SCI-Expanded)

A proposal for visually handicapped students to use electrical control laboratory

Nogay H. S., Akıncı T. Ç.

JOURNAL OF VIBROENGINEERING , cilt.13, sa.2, ss.245-252, 2011 (SCI-Expanded)

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

Akıncı T. Ç., Nogay H. S., Gökmen G.

JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY , cilt.25, sa.4, ss.1003-1010, 2011 (SCI-Expanded)

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

Nogay H. S.

EUROPEAN TRANSACTIONS ON ELECTRICAL POWER , cilt.21, sa.1, ss.120-128, 2011 (SCI-Expanded)

Diğer Dergilerde Yayınlanan Makaleler

Estimation of Survival According to Body Mass Index (BMI), Hypertension, Diabetes and Heart Disease with Optimizable Decision Trees

Noğay N. H., Noğay H. S.

Balkan Journal of Electrical and Computer Engineering , cilt.10, ss.47-52, 2022 (Hakemli Dergi)

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

İstanbul Sabahattin Zaim Üniversitesi Fen Bilimleri Enstitüsü Dergisi , cilt.3, sa.1, ss.94-98, 2021 (Hakemli Dergi)

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

Noğay H. S., Akıncı T. Ç., Yılmaz M.

İstanbul Sabahattin Zaim Üniversitesi Fen Bilimleri Enstitüsü Dergisi , cilt.3, sa.1, ss.11-14, 2021 (Hakemli Dergi)

Comparative Experimental Investigation and Application of Five Classic Pre-Trained Deep Convolutional Neural Networks via Transfer Learning for Diagnosis of Breast Cancer

ADVANCES IN SCIENCE AND TECHNOLOGY-RESEARCH JOURNAL , cilt.15, sa.3, ss.1-8, 2021 (ESCI) Sürdürülebilir Kalkınma

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

Noğay H. S., Akıncı T. Ç.

The Journal of Cognitive Systems , cilt.1, sa.5, ss.23-34, 2020 (Hakemli Dergi) Sürdürülebilir Kalkınma

APPLICATION OF DECISION TREE METHODS FOR WIND SPEED ESTIMATION

European Journal of Technique , cilt.9, sa.1, ss.74-83, 2019 (Hakemli Dergi)

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

NOĞAY H. S., AKINCI T. Ç., ERDEMİR G.

ACADEMIC JOURNAL INDUSTRIAL TECHNOLOGIES , cilt.5, sa.1, 2018 (Hakemli Dergi) Sürdürülebilir Kalkınma

ESTIMATION OF HEAD NECK CANCER STAGE BY USING DEEP CONVOLUTIONAL NEURAL NETWORKS

Noğay H. S., Akıncı T. Ç., Erdemir G.

Industrial Technologies , cilt.5, sa.1, ss.13-19, 2018 (Hakemli Dergi) Sürdürülebilir Kalkınma

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

Noğay H. S., Akıncı T. Ç.

Balkan Journal of Electrical and Computer Engineering , cilt.6, sa.3, ss.207-210, 2018 (Hakemli Dergi)

Artificial Neural Network Based Solution of Inverse and Forward Kinematics of Six - Axis Robotic Arm

Industrial Technologies , cilt.14, sa.1, ss.7-12, 2017 (Hakemli Dergi)

Accelerating the Transition to Nuclear Energy Systems in Turkey

Kirklareli University Journal of Engineering and Science , cilt.2, sa.2, 2017 (Hakemli Dergi)

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 , cilt.11, sa.2, ss.406-412, 2017 (Hakemli Dergi)

Deep Convolutional Neural Networks To Detect Lung Cancer Stage

Arkoç O., Akıncı T. Ç., Noğay H. S.

The Journal of Cognitive Systems , cilt.2, sa.2, ss.33-36, 2017 (Hakemli Dergi) Sürdürülebilir Kalkınma

Yapay Sinir Ağları Yardımı ile Yeraltısularında SAR tahmini

JEOLOJI MUHENDISLIGI DERGISI , cilt.2, sa.84, 2016 (Scopus)

Asenkron Motorda Yapay Sinir Ağları ile Durum Kestirimi

Electronic Journal of Vocational Colleges , cilt.6, sa.3, ss.41-48, 2016 (Hakemli Dergi)

Determination Leakage Reactange in Monophase Transformers Using by Cascaded Neural Network

Balkan Journal of Electrical and Computer Engineering , cilt.4, sa.2, ss.89-96, 2016 (Hakemli Dergi)

Determining Skinfold Thickness through Artificial Neural Networks

Iğdır Üniversitesi Fen Bilimleri Enstitüsü Dergisi , cilt.6, sa.3, ss.41-48, 2016 (Hakemli Dergi)

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

Birbir Y., Noğay H. S.

INTERNATIONAL JOURNAL OF SYSTEMS APPLICATIONS, ENGINEERING DEVELOPMENT , cilt.2, sa.3, 2008 (Hakemli Dergi)

Voltage and Current Harmonic Variations in Three Phase Induction Motors with Different Stator Coil Pitches

BİRBİR Y., NOĞAY H. S.

Int. J. Of Energy , cilt.1, sa.4, 2007 (Hakemli Dergi)

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

NOĞAY H. S., BİRBİR Y.

Int. J. of Circuits, Systems and Signal Processing , cilt.1, sa.4, ss.334-339, 2007 (Hakemli Dergi)

Hakemli Kongre / Sempozyum Bildiri Kitaplarında Yer Alan Yayınlar

EFFICIENT SKIN CANCER DIAGNOSIS VIA CNN-BASED BINARY CLASSIFICATION OF DERMATOLOGICAL IMAGES

7th INTERNATIONAL CONGRESS ON ENGINEERING SCIENCES AND MULTIDISCIPLINARY APPROACHES, İstanbul, Türkiye, 25 - 26 Mayıs 2024, ss.227-235

DEEP LEARNING-BASED CLASSIFICATION OF URBAN AIR POLLUTION INTO SIX CATEGORIES WITH HIGH ACCURACY

3rd INTERNATIONAL CONGRESS ON ENGINEERING AND SCIENCES, İstanbul, Türkiye, 10 - 11 Mayıs 2024, ss.82-88

AUTOMATED DETECTION OF DUSTY SOLAR PANELS USING PRE-TRAINED CONVOLUTIONAL NEURAL NETWORKS

3rd INTERNATIONAL CONGRESS ON ENGINEERING AND SCIENCES, İstanbul, Türkiye, 10 - 11 Mayıs 2024, ss.97-104

DEEP LEARNING APPLICATION FOR MULTIPLE FAULT DETECTION IN THREE-PHASE INDUCTION MOTORS

7th INTERNATIONAL CONGRESS ON ENGINEERING SCIENCES AND MULTIDISCIPLINARY APPROACHES, İstanbul, Türkiye, 25 - 26 Mayıs 2024, ss.236-243

CLASSIFICATION OF BONE FRACTURES INTO THREE MAIN CLASSES USING CONVOLUTIONAL NEURAL NETWORKS

3rd INTERNATIONAL CONGRESS ON ENGINEERING AND SCIENCES, İstanbul, Türkiye, 10 - 11 Mayıs 2024, ss.89-96

BRAIN TUMOR CLASSIFICATION BY USING DEEP LEARNING

10th INTERNATIONAL CONGRESS ON ENGINEERING AND TECHNOLOGY MANAGEMENT, İstanbul, Türkiye, 14 - 15 Ekim 2023

BREAST CANCER DIAGNOSIS BY USING DEEP LEARNING

10th INTERNATIONAL CONGRESS ON ENGINEERING AND TECHNOLOGY MANAGEMENT, İstanbul, Türkiye, 14 - 15 Ekim 2023, ss.231-237

AUTOMATIC CLASSIFICATION OF POLES IN ENERGY TRANSMISSION LINES WITH DEEP LEARNING

9 INTERNATIONAL CONGRESS ON ENGINEERING AND TECHNOLOGY MANAGEMENT, İstanbul, Türkiye, 29 Nisan - 01 Mayıs 2023, ss.124-132

AUTOMATIC CLASSIFICATION OF HIGH VOLTAGE BREAKERS WITH DEEP LEARNING

9 INTERNATIONAL CONGRESS ON ENGINEERING AND TECHNOLOGY MANAGEMENT, İstanbul, Türkiye, 29 Nisan - 01 Mayıs 2023, ss.174-181

DETECTION OF FAULTY ISOLATORS IN ENERGY TRANSMISSION LINE BY USING CONVOLUTIONAL NEURAL NETWORKS

5th INTERNATIONAL CONGRESS ON ENGINEERING SCIENCES AND MULTIDISCIPLINARY APPROACHES, İstanbul, Türkiye, 25 - 26 Şubat 2023, ss.282-287

CLASSIFICATION OF ENERGY TRANSMISSION LINE CABLES BY USING DEEP LEARNING

5th INTERNATIONAL CONGRESS ON ENGINEERING SCIENCES AND MULTIDISCIPLINARY APPROACHES, İstanbul, Türkiye, 25 - 26 Şubat 2023, ss.276-281

DETECTION OF STATOR WINDING FAULTS IN ROTARY ELECTRIC MACHINES BY USING DEEP LEARNING

5th INTERNATIONAL CONGRESS ON ENGINEERING SCIENCES AND MULTIDISCIPLINARY APPROACHES, İstanbul, Türkiye, 25 - 26 Şubat 2023, ss.288-293

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

9 th INTERNATIONAL CONGRESS ON ENGINEERING, ARCHITECTURE AND DESIGN, İstanbul, Türkiye, 14 Mayıs 2022, ss.1043-1050

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

9 th INTERNATIONAL CONGRESS ON ENGINEERING, ARCHITECTURE AND DESIGN, İstanbul, Türkiye, 14 Mayıs 2022, ss.1050-1059

SPECIES DETECTION OF ROTARY ELECTRIC MACHINES WITH DEEP LEARNING FROM APPEARANCES

7 th INTERNATIONAL CONGRESS ON ENGINEERING AND TECHNOLOGY MANAGEMENT, 16 Nisan 2022, ss.488-495

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

7 th INTERNATIONAL CONGRESS ON ENGINEERING AND TECHNOLOGY MANAGEMENT, 16 Nisan 2022, ss.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, Türkiye, 16 Nisan 2022, ss.474-480

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

3rd International Congress on Engineering Sciences and Multidisciplinary Approaches, İstanbul, Türkiye, 10 - 11 Şubat 2022, ss.544-552

AUTISM DIAGNOSIS WITH DEEP LEARNING MODEL TRAINED WITH FACE IMAGES

3rd International Congress on Engineering Sciences and Multidisciplinary Approaches, İstanbul, Türkiye, 10 Şubat 2022, ss.552-558

CLASSIFICATION OF THE COIL PITCHES OF INDUCTION MOTORS USING KNN MODEL

1. ULUSLARARASI MÜHENDİSLİK BİLİMLERİ VE MULTİDİSİPLİNER YAKLAŞIMLAR KONGRESİ, İstanbul, Türkiye, 23 Şubat 2021, ss.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, Türkiye, 23 Şubat 2021, ss.85-97

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

6. ULUSLARARASI MUHENDİSLİK MİMARLIK VE TASARIM KONGRESİ, İstanbul, Türkiye, 17 Aralık 2020, ss.675-685

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

6. ULUSLARARASI MUHENDİSLİK MİMARLIK VE TASARIM KONGRESİ, İstanbul, Türkiye, 17 Aralık 2020, ss.693-701

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

Önal Ş. E., Akıncı T. Ç., Şeker Ş. S., Noğay H. S.

6. ULUSLARARASI MUHENDİSLİK MİMARLIK VE TASARIM KONGRESİ, İstanbul, Türkiye, 17 Aralık 2020, ss.685-693

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, Sofija, Bulgaristan, 7 - 08 Aralık 2017, ss.4-13

A Survey in Deep Convolutional Neural Networks for Diagnosis of Dieases

Noğay H. S., Akıncı T. Ç., Önal Ş. E.

BdKCSE’xx2017 International Conference on7-8 December 2017, Sofia, Bulgaria Big Data, Knowledge and Control Systems Engineering, Sofija, Bulgaristan, 7 - 08 Aralık 2017, ss.3-11

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

Unıversıty Burgas, International Conference Educatıon, Scıence, Economıcs And Technologıes, Burgas, Bulgaristan, 22 - 23 Haziran 2017, ss.7-11

Cascaded Neural Network for Internal TemperatureForecasting in Induction Motor

NOĞAY H. S., AKINCI T. Ç.

ICIMSET 2017, London, İngiltere, 16 - 17 Şubat 2017, ss.1769-1775

Meslek Eğitiminde Modern Eğitim ve Enformasyon Teknolojileri

8. ULUSLARARASI EĞITIM ARAŞTIRMALARI KONGRESI, Çanakkale, Türkiye, 5 - 08 Mayıs 2016, ss.275-281

Teknik Eğitim Fakültesi Mezunu Akademisyenlerin Sorunları ve Çözüm Önerileri

8. Uluslararası Eğitim Araştırmaları Kongresi, Çanakkale, Türkiye, 5 - 08 Mayıs 2016, ss.270-274

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, Türkiye, 11 - 13 Mayıs 2016, ss.858-862

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