avatar
Murat Koklu Asst. Prof. Dr. SELCUK UNIVERSITY
Publication 23 Review 45 CrossRef Cited 106 TR Dizin Cited 16
23 Publication
45 Review
106 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 603

0

1

603

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 593

0

1

593

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 17347

0

1

17347

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 3902

6

1

3902

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 1070

0

1

1070

Publications

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 101

0

101

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 741

0

741

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 666

0

666

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 0 TOTAL DOWNLOAD COUNT 756

0

756

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 428

0

428

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 697

1

697

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 12844

0

12844

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 1595

1

1595

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 3902

1

3902

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 4295

1

4295

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 1888

0

1888

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 1070

1

1070

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 17347

1

17347

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 1340

0

1340

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 603

1

603

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 593

1

593

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 914

0

914

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 968

0

968

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 947

0

947

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 2395

0

2395

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 817

0

817

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 1518

0

1518

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 2195

0

2195

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
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 Üniversitesi Fen Ve Mühendislik Bilimleri Dergisi
Afyon Kocatepe Üniversitesi Fen Ve Mühendislik Bilimleri Dergisi
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
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

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 666

1

0

666

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 697

4

1

697

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 18 FAVORITE 0 TOTAL DOWNLOAD COUNT 12844

18

0

12844

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 15 FAVORITE 1 TOTAL DOWNLOAD COUNT 1595

15

1

1595

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 3902

6

1

3902

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 4295

6

1

4295

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 1888

4

0

1888

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 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 1340

2

0

1340

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 968

1

0

968

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 41 FAVORITE 0 TOTAL DOWNLOAD COUNT 2395

41

0

2395

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 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 817

5

0

817

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 2195

3

0

2195

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. : Click to get information about the DergiPark User Badge.