Browsing by Author "Duran, Huseyin"

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Chestnut (Castanea sativa Mill.) cultivar classification: an artificial neural network approach

Oztekin, Yesim Benal; Taner, Alper; Duran, Huseyin (Univ Agr Sci & Veterinary Med Cluj-Napoca, 2020)

The present study investigated the possible use of artificial neural networks (ANN) to classify five chestnut (Castanea sativa Mill.) varieties. For chestnut classification, back-propagation neural networks were framed on ...
Classification of Varieties of Grain Species by Artificial Neural Networks

Taner, Alper; Oztekin, Yesim Benal; Tekguler, Ali; Sauk, Huseyin; Duran, Huseyin (Mdpi, 2018)

In this study, an Artificial Neural Network (ANN) model was developed in order to classify varieties belonging to grain species. Varieties of bread wheat, durum wheat, barley, oat and triticale were utilized. 11 physical ...
Sustainable Water Harvesting from the Atmosphere Using Solar-Powered Thermoelectric Modules

Koc, Caner; Koc, A. Bulent; Gok, Fatih Cagatay; Duran, Huseyin (Hard, 2020)

The purpose of this study was to investigate the possibility of solar-powered thermoelectric elements (Peltier) to harvest water from the atmosphere. An Arduino-controlled model capable of harvesting water from air was ...