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Murat Koklu Asst. Prof. Dr. SELCUK UNIVERSITY
Publication 24 Review 47 CrossRef Cited 118 TR Dizin Cited 16
24 Publication
47 Review
118 CrossRef Cited
16 TR Dizin Cited

Research Fields

Information and Computing Sciences Engineering

Institution

SELCUK UNIVERSITY

Popular Publications

Investigation of Extremism Behaviors of Young People in Turkey and Member Countries of European Union
Authors: Murat Köklü , Kemal Tütüncü , Süleyman Alpaslan Sulak, Emrah Koçak
Published: 2019 , Research on Education and Psychology
DOI: -
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 714

0

1

714

Investigation of Opinions of Teachers about Extremism (Sample of Turkey and European Union Member Countries)
Authors: Murat Köklü , Kemal Tütüncü , Süleyman Alpaslan Sulak, Emrah Koçak
Published: 2019 , Research on Education and Psychology
DOI: -
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 692

0

1

692

Classification of Raisin Grains Using Machine Vision and Artificial Intelligence Methods
Authors: İlkay Çınar , Murat Koklu , Prof. Dr. Şakir Taşdemir
Published: 2020 , Gazi Journal of Engineering Sciences
DOI: -
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 18552

0

1

18552

Improvement of Football Match Score Prediction by Selecting Effective Features for Italy Serie A League
Authors: Yavuz Selim Taşpınar , İlkay Çınar , Murat Koklu
Published: 2021 , MANAS Journal of Engineering
DOI: 10.51354/mjen.802818
CITED 6 FAVORITE 1 TOTAL DOWNLOAD COUNT 4685

6

1

4685

BIFACIAL AND MONOFACIAL PHOTOVOLTAIK MODUL WITH TRACKER SYSTEM ANALYSIS
Authors: Oya Kılcı , Murat Koklu
Published: 2020 , Journal of Amasya University the Institute of Sciences and Technology
DOI: -
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 1357

0

1

1357

Publications

Bibliometric Analysis of Scientific Trends at the Intersection of Artificial Intelligence, Cloud Computing, and Network Technologies
Authors: Feray Yaren Turasay , Elif Kosar , Murat Koklu
Published: 2026 , Karamanoglu Mehmetbey University Journal of Engineering and Natural Sciences
DOI: 10.55213/kmujens.1955728
FAVORITE 0 TOTAL DOWNLOAD COUNT 116

0

116

Hybrid machine learning approaches to piston defect detection in industrial applications
Authors: Oya Kilci , Murat Koklu
Published: 2025 , International Journal of Automotive Engineering and Technologies
DOI: 10.18245/ijaet.1776559
FAVORITE 0 TOTAL DOWNLOAD COUNT 504

0

504

Guava Fruit Disease Classification Using Deep Learning and Machine Learning Models
Authors: Oya Kılcı , Murat Koklu
Published: 2025 , Research in Agricultural Sciences
DOI: 10.17097/agricultureatauni.1665941
FAVORITE 0 TOTAL DOWNLOAD COUNT 1537

0

1537

Classification of Heart Diseases with Ensemble Learning Algorithms
Authors: Kenan Erdem , Elham Yasin , Müslüme Beyza Yıldız , Murat Koklu
Published: 2024 , Sinop University Journal of Natural Sciences
DOI: 10.33484/sinopfbd.1458580
FAVORITE 0 TOTAL DOWNLOAD COUNT 885

0

885

Identification of Leaf Diseases from Figs Using Deep Learning Methods
Authors: Yılmaz Karatas , Elham Yasin , Talha Alperen Çengel , Bunyamin Gencturk , Müslüme Beyza Yıldız , Yavuz Selim Taspınar , Osman Özbek , Murat Koklu
Published: 2024 , Selcuk Journal of Agriculture and Food Sciences
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 1055

1

1055

Classification of Orange Features for Quality Assessment Using Machine Learning Methods
Authors: Talha Alperen Cengel , Bunyamin Gencturk , Elham Yasin , Müslüme Beyza Yıldız , Ilkay Cinar , Osman Özbek , Murat Koklu
Published: 2024 , Selcuk Journal of Agriculture and Food Sciences
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 618

0

618

Multi-layer long short-term memory (LSTM) prediction model on air pollution for Konya province
Authors: Yahya Koçak , Murat Koklu
Published: 2022 , International Journal of Applied Mathematics Electronics and Computers
DOI: 10.18100/ijamec.1208256
FAVORITE 1 TOTAL DOWNLOAD COUNT 813

1

813

Identification of Rice Varieties Using Machine Learning Algorithms
Authors: İlkay Çınar , Murat Koklu
Published: 2022 , Journal of Agricultural Sciences
DOI: 10.15832/ankutbd.862482
FAVORITE 0 TOTAL DOWNLOAD COUNT 14020

0

14020

Distracted Driving Detection with Machine Learning Methods by CNN Based Feature Extraction
Authors: Shafeeq Kanaan Shakir Al-doorı , Yavuz Selim Taspınar , Murat Koklu
Published: 2021 , International Journal of Applied Mathematics Electronics and Computers
DOI: 10.18100/ijamec.1035749
FAVORITE 1 TOTAL DOWNLOAD COUNT 1873

1

1873

Improvement of Football Match Score Prediction by Selecting Effective Features for Italy Serie A League
Authors: Yavuz Selim Taşpınar , İlkay Çınar , Murat Koklu
Published: 2021 , MANAS Journal of Engineering
DOI: 10.51354/mjen.802818
FAVORITE 1 TOTAL DOWNLOAD COUNT 4685

1

4685

Gender Determination Using Voice Data
Authors: Yavuz Selim Taşpınar , Mücahid Mustafa Sarıtaş , İlkay Çınar , Murat Koklu
Published: 2020 , International Journal of Applied Mathematics Electronics and Computers
DOI: 10.18100/ijamec.809476
FAVORITE 0 TOTAL DOWNLOAD COUNT 2108

0

2108

BIFACIAL AND MONOFACIAL PHOTOVOLTAIK MODUL WITH TRACKER SYSTEM ANALYSIS
Authors: Oya Kılcı , Murat Koklu
Published: 2020 , Journal of Amasya University the Institute of Sciences and Technology
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 1357

1

1357

Comparison and Evaluation of Cross Platform Mobile Application Development Tools
Authors: Mehmet Işıtan , Murat Koklu
Published: 2020 , International Journal of Applied Mathematics Electronics and Computers
DOI: 10.18100/ijamec.832673
FAVORITE 1 TOTAL DOWNLOAD COUNT 5361

1

5361

Classification of Raisin Grains Using Machine Vision and Artificial Intelligence Methods
Authors: İlkay Çınar , Murat Koklu , Prof. Dr. Şakir Taşdemir
Published: 2020 , Gazi Journal of Engineering Sciences
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 18552

1

18552

The Importance of Fixed and Variable Angle in Solar Power Plants Analysis
Authors: Oya Kılcı , Murat Koklu
Published: 2019 , International Journal of Applied Mathematics Electronics and Computers
DOI: 10.18100/ijamec.653371
FAVORITE 0 TOTAL DOWNLOAD COUNT 1494

0

1494

Investigation of Extremism Behaviors of Young People in Turkey and Member Countries of European Union
Authors: Murat Köklü , Kemal Tütüncü , Süleyman Alpaslan Sulak, Emrah Koçak
Published: 2019 , Research on Education and Psychology
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 714

1

714

Investigation of Opinions of Teachers about Extremism (Sample of Turkey and European Union Member Countries)
Authors: Murat Köklü , Kemal Tütüncü , Süleyman Alpaslan Sulak, Emrah Koçak
Published: 2019 , Research on Education and Psychology
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 692

1

692

INVESTIGATION OF OCCUPATIONAL HEALTH AND SAFETY AWARENESS OF WORKERS IN METAL INDUSTRY (KONYA PROVINCE EXAMPLE)
Authors: Murat Köklü
Published: 2018 , Kilis 7 Aralık Üniversitesi Sosyal Bilimler Dergisi
DOI: 10.31834/kilissbd.457309
FAVORITE 0 TOTAL DOWNLOAD COUNT 1028

0

1028

A Novel Embedded System on Cold Box Design for The Cold Chain
Authors: Mucahid Mustafa Sarıtas, Murat Koklu , İlker Ali Ozkan
Published: 2017 , International Journal of Applied Mathematics Electronics and Computers
DOI: 10.18100/ijamec.2017436077
FAVORITE 0 TOTAL DOWNLOAD COUNT 1091

0

1091

Development of Control Board of Microcontroller Based Automatic Cow Scratching Machine
Authors: Murat Koklu , Kadir Sabanci , Cevat Aydin
Published: 2015 , International Journal of Applied Mathematics Electronics and Computers
DOI: 10.18100/ijamec.50488
FAVORITE 0 TOTAL DOWNLOAD COUNT 1236

0

1236

The Classification of Eye State by Using kNN and MLP Classification Models According to the EEG Signals
Authors: Murat Koklu , Kadir Sabancı
Published: 2015 , International Journal of Intelligent Systems and Applications in Engineering
DOI: 10.18201/ijisae.75836
FAVORITE 0 TOTAL DOWNLOAD COUNT 2685

0

2685

Classification of Siirt and Long Type Pistachios (Pistacia vera L.) by Artificial Neural Networks
Authors: Kadir Sabanci , Murat Koklu , Muhammed Fahri Unlersen
Published: 2015 , International Journal of Intelligent Systems and Applications in Engineering
DOI: 10.18201/ijisae.74573
FAVORITE 0 TOTAL DOWNLOAD COUNT 946

0

946

Determination of Nitinol Fibers Performances by Means of Embedded Systems
Authors: Kadir Sabancı , Murat Koklu , Serafettin Ekıncı
Published: 2015 , International Journal of Applied Mathematics Electronics and Computers
DOI: 10.18100/ijamec.72204
FAVORITE 0 TOTAL DOWNLOAD COUNT 1648

0

1648

SINIFLANDIRMA KURALLARININ ÇIKARIMI İÇİN ETKİN VE HASSAS YENİ BİR YAKLAŞIM
Authors: Murat Köklü , Humar Kahramanlı , Novruz Allahverdi
Published: 2014 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gummfd.89433
FAVORITE 0 TOTAL DOWNLOAD COUNT 2333

0

2333

Articles published in
Gazi Journal of Engineering Sciences
Gazi Journal of Engineering Sciences
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
International Journal of Applied Mathematics Electronics and Computers
International Journal of Applied Mathematics Electronics and Computers
International Journal of Automotive Engineering and Technologies
International Journal of Automotive Engineering and Technologies
International Journal of Intelligent Systems and Applications in Engineering
International Journal of Intelligent Systems and Applications in Engineering
Journal of Agricultural Sciences
Journal of Agricultural Sciences
Journal of Amasya University the Institute of Sciences and Technology
Journal of Amasya University the Institute of Sciences and Technology
Karamanoglu Mehmetbey University Journal of Engineering and Natural Sciences
Karamanoglu Mehmetbey University Journal of Engineering and Natural Sciences
Kilis 7 Aralık Üniversitesi Sosyal Bilimler Dergisi
Kilis 7 Aralık Üniversitesi Sosyal Bilimler Dergisi
MANAS Journal of Engineering
MANAS Journal of Engineering
Research in Agricultural Sciences
Research in Agricultural Sciences
Research on Education and Psychology
Research on Education and Psychology
Selcuk Journal of Agriculture and Food Sciences
Selcuk Journal of Agriculture and Food Sciences
Sinop University Journal of Natural Sciences
Sinop University Journal of Natural Sciences

Reviews

Afyon Kocatepe University Journal of Science and Engineering
Afyon Kocatepe University Journal of Science and Engineering
Balkan Journal of Electrical and Computer Engineering
Balkan Journal of Electrical and Computer Engineering
Communications Faculty of Sciences University of Ankara Series A1 Mathematics and Statistics
Communications Faculty of Sciences University of Ankara Series A1 Mathematics and Statistics
Duzce University Journal of Science and Technology
Duzce University Journal of Science and Technology
Enginoscope
Enginoscope
Eurasian Journal of Food Science and Technology
Eurasian Journal of Food Science and Technology
European Journal of Technique (EJT)
European Journal of Technique (EJT)
International Advanced Researches and Engineering Journal
International Advanced Researches and Engineering Journal
International Journal of Applied Mathematics Electronics and Computers
International Journal of Applied Mathematics Electronics and Computers
International Journal of Energy Applications and Technologies
International Journal of Energy Applications and Technologies
International Scientific and Vocational Studies Journal
International Scientific and Vocational Studies Journal
Journal of Gaziosmanpasa Scientific Research
Journal of Gaziosmanpasa Scientific Research
Journal of Polytechnic
Journal of Polytechnic
Journal of Public Administration and Technology
Journal of Public Administration and Technology
Journal of Scientific Reports-A
Journal of Scientific Reports-A
Karamanoglu Mehmetbey University Journal of Engineering and Natural Sciences
Karamanoglu Mehmetbey University Journal of Engineering and Natural Sciences
Konya Journal of Engineering Sciences
Konya Journal of Engineering Sciences
MANAS Journal of Engineering
MANAS Journal of Engineering
Positive Science International
Positive Science International
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences
Selcuk Journal of Agriculture and Food Sciences
Selcuk Journal of Agriculture and Food Sciences
Sinop University Journal of Natural Sciences
Sinop University Journal of Natural Sciences
Turkish Journal of Mathematics and Computer Science
Turkish Journal of Mathematics and Computer Science
Ziraat Mühendisliği
Ziraat Mühendisliği

Publications

Guava Fruit Disease Classification Using Deep Learning and Machine Learning Models
Authors: Oya Kılcı , Murat Koklu
Published: 2025 , Research in Agricultural Sciences
DOI: 10.17097/agricultureatauni.1665941
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1537

1

0

1537

Classification of Heart Diseases with Ensemble Learning Algorithms
Authors: Kenan Erdem , Elham Yasin , Müslüme Beyza Yıldız , Murat Koklu
Published: 2024 , Sinop University Journal of Natural Sciences
DOI: 10.33484/sinopfbd.1458580
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 885

1

0

885

Multi-layer long short-term memory (LSTM) prediction model on air pollution for Konya province
Authors: Yahya Koçak , Murat Koklu
Published: 2022 , International Journal of Applied Mathematics Electronics and Computers
DOI: 10.18100/ijamec.1208256
CITED 4 FAVORITE 1 TOTAL DOWNLOAD COUNT 813

4

1

813

Identification of Rice Varieties Using Machine Learning Algorithms
Authors: İlkay Çınar , Murat Koklu
Published: 2022 , Journal of Agricultural Sciences
DOI: 10.15832/ankutbd.862482
CITED 22 FAVORITE 0 TOTAL DOWNLOAD COUNT 14020

22

0

14020

Distracted Driving Detection with Machine Learning Methods by CNN Based Feature Extraction
Authors: Shafeeq Kanaan Shakir Al-doorı , Yavuz Selim Taspınar , Murat Koklu
Published: 2021 , International Journal of Applied Mathematics Electronics and Computers
DOI: 10.18100/ijamec.1035749
CITED 18 FAVORITE 1 TOTAL DOWNLOAD COUNT 1873

18

1

1873

Improvement of Football Match Score Prediction by Selecting Effective Features for Italy Serie A League
Authors: Yavuz Selim Taşpınar , İlkay Çınar , Murat Koklu
Published: 2021 , MANAS Journal of Engineering
DOI: 10.51354/mjen.802818
CITED 6 FAVORITE 1 TOTAL DOWNLOAD COUNT 4685

6

1

4685

Gender Determination Using Voice Data
Authors: Yavuz Selim Taşpınar , Mücahid Mustafa Sarıtaş , İlkay Çınar , Murat Koklu
Published: 2020 , International Journal of Applied Mathematics Electronics and Computers
DOI: 10.18100/ijamec.809476
CITED 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 2108

4

0

2108

Comparison and Evaluation of Cross Platform Mobile Application Development Tools
Authors: Mehmet Işıtan , Murat Koklu
Published: 2020 , International Journal of Applied Mathematics Electronics and Computers
DOI: 10.18100/ijamec.832673
CITED 6 FAVORITE 1 TOTAL DOWNLOAD COUNT 5361

6

1

5361

The Importance of Fixed and Variable Angle in Solar Power Plants Analysis
Authors: Oya Kılcı , Murat Koklu
Published: 2019 , International Journal of Applied Mathematics Electronics and Computers
DOI: 10.18100/ijamec.653371
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1494

3

0

1494

A Novel Embedded System on Cold Box Design for The Cold Chain
Authors: Mucahid Mustafa Sarıtas, Murat Koklu , İlker Ali Ozkan
Published: 2017 , International Journal of Applied Mathematics Electronics and Computers
DOI: 10.18100/ijamec.2017436077
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1091

1

0

1091

The Classification of Eye State by Using kNN and MLP Classification Models According to the EEG Signals
Authors: Murat Koklu , Kadir Sabancı
Published: 2015 , International Journal of Intelligent Systems and Applications in Engineering
DOI: 10.18201/ijisae.75836
CITED 42 FAVORITE 0 TOTAL DOWNLOAD COUNT 2685

42

0

2685

Classification of Siirt and Long Type Pistachios (Pistacia vera L.) by Artificial Neural Networks
Authors: Kadir Sabanci , Murat Koklu , Muhammed Fahri Unlersen
Published: 2015 , International Journal of Intelligent Systems and Applications in Engineering
DOI: 10.18201/ijisae.74573
CITED 7 FAVORITE 0 TOTAL DOWNLOAD COUNT 946

7

0

946

SINIFLANDIRMA KURALLARININ ÇIKARIMI İÇİN ETKİN VE HASSAS YENİ BİR YAKLAŞIM
Authors: Murat Köklü , Humar Kahramanlı , Novruz Allahverdi
Published: 2014 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gummfd.89433
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 2333

3

0

2333

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