machine learning

Detection of fish freshness using artificial intelligence methods
Fish is commonly acknowledged as a highly nutritious food in many regions worldwide, and humans have been consuming fish for centuries …
Elham Tahsin Yasin, Ilker Ali Ozkan, Murat Köklü
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Computer vision classification of dry beans (Phaseolus vulgaris L.) based on deep transfer learning techniques
There are many types of haricot beans, the nutrient consumed all over the world. Each type differs in terms of features such as taste, …
Yavuz Selim Taspinar, Musa Dogan, Ilkay Cinar, Ramazan Kursun, Ilker Ali Ozkan, Murat Köklü
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Classification and Analysis of Pistachio Species with Pre-Trained Deep Learning Models
Pistachio is a shelled fruit from the anacardiaceae family. The homeland of pistachio is the Middle East. The Kirmizi pistachios and …
Dilbag Singh, Yavuz Selim Taspinar, Ramazan Kursun, Ilkay Cinar, Murat Köklü, Ilker Ali Ozkan, Heung-No Lee
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Comparison of classification performance of kNN and WKNN algorithms
In this study, K nearest neighbor (kNN) algorithm which is the most popular and widely used among the machine learning classification …
Fatih TARAKÇI, Ilker Ali Ozkan
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