Ilkay Cinar profile image
Ilkay Cinar Asst. Prof. Dr. SELCUK UNIVERSITY
Publication 7 Review 21 CrossRef Cited 36 TR Dizin Cited 15
7 Publication
21 Review
36 CrossRef Cited
15 TR Dizin Cited
0000-0003-0611-3316

Research Fields

Artificial Intelligence Information and Computing Sciences Image Processing Machine Learning Data Mining and Knowledge Discovery

Institution

SELCUK UNIVERSITY

Popular Publications

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 18944

0

1

18944

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 7 FAVORITE 1 TOTAL DOWNLOAD COUNT 4935

7

1

4935

Publications

Hybrid Deep Feature Extraction and Ensemble Machine Learning for Potato Leaf Disease Classification in Uncontrolled Field Conditions
Authors: Cihan Ünal , Cengizhan Tumer, Elham Yasin , Ilkay Cinar , Murat Koklu
Published: 2026 , Journal of Agricultural Sciences
DOI: 10.15832/ankutbd.1837896
FAVORITE 0 TOTAL DOWNLOAD COUNT 80

0

80

Deep Learning and LSTM Integration for Analyzing Driver Behaviors
Authors: Ilkay Cinar
Published: 2025 , Turkish Journal of Mathematics and Computer Science
DOI: 10.47000/tjmcs.1644390
FAVORITE 0 TOTAL DOWNLOAD COUNT 1017

0

1017

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 740

0

740

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 14399

0

14399

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 4935

1

4935

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 2265

0

2265

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 18944

1

18944

Articles published in
Gazi Journal of Engineering Sciences
Gazi Journal of Engineering Sciences
International Journal of Applied Mathematics Electronics and Computers
International Journal of Applied Mathematics Electronics and Computers
Journal of Agricultural Sciences
Journal of Agricultural Sciences
MANAS Journal of Engineering
MANAS Journal of Engineering
Selcuk Journal of Agriculture and Food Sciences
Selcuk Journal of Agriculture and Food Sciences
Turkish Journal of Mathematics and Computer Science
Turkish Journal of Mathematics and Computer Science

Reviews

International Journal of Applied Mathematics Electronics and Computers
International Journal of Applied Mathematics Electronics and Computers
International Journal of Engineering Research and Development
International Journal of Engineering Research and Development
Journal of Agricultural Sciences
Journal of Agricultural Sciences
Journal of Polytechnic
Journal of Polytechnic
Konya Journal of Engineering Sciences
Konya Journal of Engineering Sciences
Selcuk Journal of Agriculture and Food Sciences
Selcuk Journal of Agriculture and Food Sciences
Turkish Journal of Mathematics and Computer Science
Turkish Journal of Mathematics and Computer Science

Publications

Deep Learning and LSTM Integration for Analyzing Driver Behaviors
Authors: Ilkay Cinar
Published: 2025 , Turkish Journal of Mathematics and Computer Science
DOI: 10.47000/tjmcs.1644390
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1017

3

0

1017

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 14399

22

0

14399

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 7 FAVORITE 1 TOTAL DOWNLOAD COUNT 4935

7

1

4935

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 2265

4

0

2265

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.