Classification

MResCaps: Enhancing capsule networks with parallel lanes and residual blocks for high-performance medical image classification
The classification of medical images enables physicians to perform expeditious and accurate data analysis, increasing the chances of …
Sumeyra Busra Sengul, Ilker Ali Ozkan
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MResCaps: Enhancing capsule networks with parallel lanes and residual blocks for high-performance medical image classification
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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Dry bean cultivars classification using deep cnn features and salp swarm algorithm based extreme learning machine
Since dry bean varieties have different qualities and economic values, their separation is of great importance in the field of …
Musa Dogan, Yavuz Selim Taspinar, Ilkay Cinar, Ramazan Kursun, 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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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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