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Ilkay CINAR
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Classification of rice varieties with deep learning methods
M Koklu, I Cinar, YS Taspinar
Computers and electronics in agriculture 187, 106285, 2021
2012021
Classification of rice varieties using artificial intelligence methods
I Cinar, M Koklu
International Journal of Intelligent Systems and Applications in Engineering …, 2019
1632019
Classification of Date Fruits into Genetic Varieties Using Image Analysis
M Koklu, R Kursun, YS Taspinar, I Cinar
Mathematical Problems in Engineering 2021, 2021
1022021
Classification and analysis of pistachio species with pre-trained deep learning models
D Singh, YS Taspinar, R Kursun, I Cinar, M Koklu, IA Ozkan, HN Lee
Electronics 11 (7), 981, 2022
1002022
Identification of Rice Varieties Using Machine Learning Algorithms
I CINAR, M KOKLU
Journal of Agricultural Sciences (Tarim Bilimleri Dergisi) 28 (2), 307 - 325, 2022
792022
Classification of Raisin Grains Using Machine Vision and Artificial Intelligence Methods
I CINAR, M KOKLU, S TASDEMİR
Gazi Mühendislik Bilimleri Dergisi (GMBD) 6 (3), 200-209, 2020
722020
Classification by a stacking model using CNN features for COVID-19 infection diagnosis
YS Taspinar, I Cinar, M Koklu
Journal of X-Ray Science and Technology 30 (1), 73-88, 2022
642022
Application of pre-trained deep convolutional neural networks for coffee beans species detection
Y Unal, YS Taspinar, I Cinar, R Kursun, M Koklu
Food Analytical Methods 15 (12), 3232-3243, 2022
622022
Dry bean cultivars classification using deep cnn features and salp swarm algorithm based extreme learning machine
M Dogan, YS Taspinar, I Cinar, R Kursun, IA Ozkan, M Koklu
Computers and Electronics in Agriculture 204, 107575, 2023
572023
CNN-based bi-directional and directional long-short term memory network for determination of face mask
M Koklu, I Cinar, YS Taspinar
Biomedical signal processing and control 71, 103216, 2022
562022
Computer vision classification of dry beans (Phaseolus vulgaris L.) based on deep transfer learning techniques
YS Taspinar, M Dogan, I Cinar, R Kursun, IA Ozkan, M Koklu
European Food Research and Technology 248 (11), 2707-2725, 2022
522022
Classification of deep image features of lentil varieties with machine learning techniques
R Butuner, I Cinar, YS Taspinar, R Kursun, MH Calp, M Koklu
European Food Research and Technology 249 (5), 1303-1316, 2023
502023
Computer-Aided Multiclass Classification of Corn from Corn Images Integrating Deep Feature Extraction
B Kishore, A Yasar, YS Taspinar, R Kursun, I Cinar, VG Shankar, M Koklu, ...
Computational Intelligence and Neuroscience, 2022
422022
Edible and poisonous mushrooms classification by machine learning algorithms
K Tutuncu, I Cinar, R Kursun, M Koklu
2022 11th Mediterranean Conference on Embedded Computing (MECO), 1-4, 2022
392022
Flower recognition system with optimized features for deep features
R Kursun, I Cinar, YS Taspinar, M Koklu
2022 11th Mediterranean conference on embedded computing (MECO), 1-4, 2022
322022
Detection of hazelnut varieties and development of mobile application with CNN data fusion feature reduction-based models
B Gencturk, S Arsoy, YS Taspinar, I Cinar, R Kursun, ET Yasin, M Koklu
European Food Research and Technology, 1-14, 2024
282024
Determination of effective and specific physical features of rice varieties by computer vision in exterior quality inspection
İ Çınar, M Köklü
Selcuk Journal of Agriculture and Food Sciences 35 (3), 229-243, 2021
282021
Prediction of computer type using benchmark scores of hardware units
YS Taspinar, I Cinar, M Koklu
Selcuk University Journal of Engineering Sciences 20 (1), 11-17, 2021
272021
Identification of corneal ulcers with pre-trained AlexNet based on transfer learning
I Cinar, YS Taspinar, R Kursun, M Koklu
2022 11th Mediterranean conference on embedded computing (MECO), 1-4, 2022
212022
Maize seeds forecasting with hybrid directional and bi‐directional long short‐term memory models
H Isik, S Tasdemir, YS Taspinar, R Kursun, I Cinar, A Yasar, ET Yasin, ...
Food Science & Nutrition, 2024
202024
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