Mehmet Bayğın profile image
Mehmet Bayğın Assoc. Prof. Dr. Erzurum Teknik Üniversitesi
Publication 10 Review 56 CrossRef Cited 14
10 Publication
56 Review
14 CrossRef Cited

Research Fields

Information and Computing Sciences Artificial Intelligence (Other) Machine Learning (Other) Engineering

Institution

Erzurum Teknik Üniversitesi

Popular Publications

Machine Learning Based Automatic Emotion Classification Using EEG Signals
Authors: Hakan Köksal , Mehmet Bayğın
Published: 2023 , Journal of Studies in Advanced Technologies
DOI: 10.5281/zenodo.8074861
CITED 0 FAVORITE 2 TOTAL DOWNLOAD COUNT 1342

0

2

1342

UHF-RFID Based Smart Cargo Management and Real Time Tracking Approach
Authors: Orhan Yaman , Mehmet Bayğın
Published: 2020 , Journal of Intelligent Systems: Theory and Applications
DOI: 10.38016/jista.762685
CITED 2 FAVORITE 1 TOTAL DOWNLOAD COUNT 2155

2

1

2155

Publications

Machine Learning Based Automatic Emotion Classification Using EEG Signals
Authors: Hakan Köksal , Mehmet Bayğın
Published: 2023 , Journal of Studies in Advanced Technologies
DOI: 10.5281/zenodo.8074861
FAVORITE 2 TOTAL DOWNLOAD COUNT 1342

2

1342

An automated diabetic retinopathy disorders detection model based on pretrained MobileNetv2 and nested patch division using fundus images
Authors: Hakan Yıldırım , Ülkü Çeliker , Sabiha Güngör Kobat , Sengul Dogan , Mehmet Bayğın , Orhan Yaman , Türker Tuncer , Murat Erdağ
Published: 2022 , Journal of Health Sciences and Medicine
DOI: 10.32322/jhsm.1184981
FAVORITE 0 TOTAL DOWNLOAD COUNT 968

0

968

Vegetable and Fruit Image Classification with SqueezeNet based Deep Feature Generator
Authors: Mehmet Bayğın
Published: 2022 , Turkish Journal of Science and Technology
DOI: 10.55525/tjst.1071338
FAVORITE 0 TOTAL DOWNLOAD COUNT 3166

0

3166

The Optimization of Routes Using Evolutionary Algorithms in Public Transportation Systems
Authors: Salih Serkan Kaleli , Mehmet Bayğın , Abdullah Naralan
Published: 2022 , Journal of Intelligent Systems: Theory and Applications
DOI: 10.38016/jista.951008
FAVORITE 0 TOTAL DOWNLOAD COUNT 1280

0

1280

Artificial Neural Network and Image Processing Based Compressive Strength Prediction
Authors: Suat Gökhan Özkaya , Hülya Durur , Mehmet Bayğın , İlker Kazaz
Published: 2021 , Erzincan University Journal of Science and Technology
DOI: 10.18185/erzifbed.894649
FAVORITE 0 TOTAL DOWNLOAD COUNT 1035

0

1035

Feature Extraction and Machine Learning Based Pavement Condition Monitoring Approach for Smart Cities
Authors: Mehmet Bayğın , Orhan Yaman , Türker Tuncer
Published: 2021 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.844592
FAVORITE 0 TOTAL DOWNLOAD COUNT 1675

0

1675

RFID based Authorization Method for Computer Systems in Smart Library Environments
Authors: Mehmet Bayğın , Orhan Yaman , Arif Cem Topuz , Salih Serkan Kaleli
Published: 2021 , Balkan Journal of Electrical and Computer Engineering
DOI: 10.17694/bajece.710051
FAVORITE 0 TOTAL DOWNLOAD COUNT 1444

0

1444

UHF-RFID Based Smart Cargo Management and Real Time Tracking Approach
Authors: Orhan Yaman , Mehmet Bayğın
Published: 2020 , Journal of Intelligent Systems: Theory and Applications
DOI: 10.38016/jista.762685
FAVORITE 1 TOTAL DOWNLOAD COUNT 2155

1

2155

SHORTEST PATH DETECTION USING CLONAL SELECTION ALGORITHM FOR ERZURUM METROPOLITAN MUNICIPALITY
Authors: Abdullah Naralan , Salih Serkan Kaleli , Mehmet Bayğın
Published: 2017 , Mugla Journal of Science and Technology
DOI: 10.22531/muglajsci.357621
FAVORITE 0 TOTAL DOWNLOAD COUNT 1629

0

1629

A New Real Time Control Approach for Time Efficiency in Group Elevator Control System
Authors: Mehmet Bayğın , Dilbirin Orhan, Orhan Yaman , Mehmet Karaköse
Published: 2016 , International Journal of Intelligent Systems and Applications in Engineering
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1294

0

1294

Articles published in
Avrupa Bilim ve Teknoloji Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Balkan Journal of Electrical and Computer Engineering
Balkan Journal of Electrical and Computer Engineering
Erzincan University Journal of Science and Technology
Erzincan University Journal of Science and Technology
International Journal of Intelligent Systems and Applications in Engineering
International Journal of Intelligent Systems and Applications in Engineering
Journal of Health Sciences and Medicine
Journal of Health Sciences and Medicine
Journal of Intelligent Systems: Theory and Applications
Journal of Intelligent Systems: Theory and Applications
Journal of Studies in Advanced Technologies
Journal of Studies in Advanced Technologies
Mugla Journal of Science and Technology
Mugla Journal of Science and Technology
Turkish Journal of Science and Technology
Turkish Journal of Science and Technology
Editorial Board Memberships
ETUJOS
ETUJOS

Reviews

Acta Infologica
Acta Infologica
Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Balkan Journal of Electrical and Computer Engineering
Balkan Journal of Electrical and Computer Engineering
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
EMO Bilimsel Dergi
EMO Bilimsel Dergi
European Journal of Technique (EJT)
European Journal of Technique (EJT)
Fırat Üniversitesi Fen Bilimleri Dergisi
Fırat Üniversitesi Fen Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Firat University Journal of Experimental and Computational Engineering
Firat University Journal of Experimental and Computational Engineering
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
International Journal of Innovative Engineering Applications
International Journal of Innovative Engineering Applications
Journal of New Results in Science
Journal of New Results in Science
Journal of Productivity
Journal of Productivity
Journal of Studies in Advanced Technologies
Journal of Studies in Advanced Technologies
Journal of the Institute of Science and Technology
Journal of the Institute of Science and Technology
Mugla Journal of Science and Technology
Mugla Journal of Science and Technology
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences
Turkish Journal of Science and Technology
Turkish Journal of Science and Technology
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi

Publications

An automated diabetic retinopathy disorders detection model based on pretrained MobileNetv2 and nested patch division using fundus images
Authors: Hakan Yıldırım , Ülkü Çeliker , Sabiha Güngör Kobat , Sengul Dogan , Mehmet Bayğın , Orhan Yaman , Türker Tuncer , Murat Erdağ
Published: 2022 , Journal of Health Sciences and Medicine
DOI: 10.32322/jhsm.1184981
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 968

3

0

968

Vegetable and Fruit Image Classification with SqueezeNet based Deep Feature Generator
Authors: Mehmet Bayğın
Published: 2022 , Turkish Journal of Science and Technology
DOI: 10.55525/tjst.1071338
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 3166

3

0

3166

The Optimization of Routes Using Evolutionary Algorithms in Public Transportation Systems
Authors: Salih Serkan Kaleli , Mehmet Bayğın , Abdullah Naralan
Published: 2022 , Journal of Intelligent Systems: Theory and Applications
DOI: 10.38016/jista.951008
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1280

1

0

1280

Feature Extraction and Machine Learning Based Pavement Condition Monitoring Approach for Smart Cities
Authors: Mehmet Bayğın , Orhan Yaman , Türker Tuncer
Published: 2021 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.844592
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1675

1

0

1675

RFID based Authorization Method for Computer Systems in Smart Library Environments
Authors: Mehmet Bayğın , Orhan Yaman , Arif Cem Topuz , Salih Serkan Kaleli
Published: 2021 , Balkan Journal of Electrical and Computer Engineering
DOI: 10.17694/bajece.710051
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1444

1

0

1444

UHF-RFID Based Smart Cargo Management and Real Time Tracking Approach
Authors: Orhan Yaman , Mehmet Bayğın
Published: 2020 , Journal of Intelligent Systems: Theory and Applications
DOI: 10.38016/jista.762685
CITED 2 FAVORITE 1 TOTAL DOWNLOAD COUNT 2155

2

1

2155

SHORTEST PATH DETECTION USING CLONAL SELECTION ALGORITHM FOR ERZURUM METROPOLITAN MUNICIPALITY
Authors: Abdullah Naralan , Salih Serkan Kaleli , Mehmet Bayğın
Published: 2017 , Mugla Journal of Science and Technology
DOI: 10.22531/muglajsci.357621
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1629

3

0

1629

Popular Publications: It is determined automatically by the researchers doing research in DergiPark according to the statistics of being added to the favorites. CrossRef Cited: The citations shown in DergiPark are drawn from CrossRef. For this, the cited and cited articles must be registered in CrossRef (DOI number). ^: Citation numbers are reflected in the system by DergiPark at certain periods.