Search Results - "Dönmez, Emrah"

Enhancing classification capacity of CNN models with deep feature selection and fusion: A case study on maize seed classification by Dönmez, Emrah

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Hybrid convolutional neural network and multilayer perceptron vision transformer model for wheat species classification task: E-ResMLP by Dönmez, Emrah

“…Wheat plant is one of the most basic food sources for the whole world. There are many species of wheat that differ according to the conditions of the region…”
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Yields and constituents of essential oil from cones of Pinaceae spp. natively grown in Turkey by Tumen, Ibrahim, Hafizoglu, Harzemsah, Kilic, Ayben, Dönmez, Ilhami Emrah, Sivrikaya, Huseyin, Reunanen, Markku

“…In this study, the yields and composition of essential oils obtained from the cones of Pinaceae family species natively grown in Turkey were investigated…”
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Chemical compositon of willow (Salix alba L.) wood and bark by DÖNMEZ, İlhami Emrah, SALMAN, Halime

“…In this study, the chemical structure of the wood and bark of willow (Salix alba L.), grown naturally in the Lakes Region, was investigated. The main…”
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Multiple deep learning by majority-vote to classify haploid and diploid maize seeds by Dönmez, Emrah, Diker, Aykut, Elen, Abdullah, Ulu, Mesut

“…•This study aims to contribute to creating homozygous lines by accelerating the breeding process, preserving and contrasting genetic diversity, and saving cost…”
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Classification of hazelnut varieties based on bigtransfer deep learning model by Dönmez, Emrah, Kılıçarslan, Serhat, Diker, Aykut

“…Hazelnut is an agricultural product that contributes greatly to the economy of the countries where it is grown. The human factor plays a major role in hazelnut…”
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Volatile constituents of oriental plane tree (Platanus orientalis L.) leaves by TIĞLI KAYTANLIOĞLU, Ebru Hatice, FAKİR, Hüseyin, DÖNMEZ, İlhami Emrah

“…Oriental Plane tree is a very monumental, flamboyant and broad-topped tree belonging to the Platanaceae family. Deciduous plane trees, which can reach 55…”
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Improved multi-layer hybrid adaptive particle swarm optimization based artificial bee colony for optimizing feature selection and classification of microarray data by Kiliçarslan, Serhat, Dönmez, Emrah

“…Early diagnosis of cancer allows for easy follow-up of patients’ treatment processes. The utilization of microarray gene technology has become increasingly…”
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Identification of apple varieties using hybrid transfer learning and multi-level feature extraction by Kılıçarslan, Serhat, Dönmez, Emrah, Kılıçarslan, Sabire

“…The process of identifying apple varieties holds pivotal importance in pomology and agricultural science. This intricate task not only aids growers in…”
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Human gender estimation from CT images of skull using deep feature selection and feature fusion by Çiftçi, Rukiye, Dönmez, Emrah, Kurtoğlu, Ahmet, Eken, Özgür, Samee, Nagwan Abdel, Alkanhel, Reem Ibrahim

“…This research endeavors to prognosticate gender by harnessing the potential of skull computed tomography (CT) images, given the seminal role of gender…”
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Volatile compounds of myrtle (Myrtus communis L.) leaves and berries by Dönmez, İlhami Emrah, Salman, Halime

“…Plant volatile oils are used in different industrial areas with scientific and commercial purposes. In this case, plants having volatile compounds have always…”
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Design of Mobile Robot Control Infrastructure Based on Decision Trees and Adaptive Potential Area Methods by Dönmez, Emrah, Kocamaz, Adnan Fatih

“…There have been a great number of studies in the scope of mobile robot systems. The most critical tasks in these systems are control and path planning. The…”
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Histogram-based global thresholding method for image binarization by Elen, Abdullah, Dönmez, Emrah

“…One of the most fundamental issues in image processing is the thresholding (binarization) method. This method is generally used for segmenting regions with…”
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A Vision-Based Real-Time Mobile Robot Controller Design Based on Gaussian Function for Indoor Environment by Dönmez, Emrah, Kocamaz, Adnan Fatih, Dirik, Mahmut

“…In this study, a visual servoing go-to-goal behavior controller is designed to control a differential drive mobile robot for a static target. Inputs for the…”
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Identification of haploid and diploid maize seeds using hybrid transformer model by Dönmez, Emrah, Kılıçarslan, Serhat, Közkurt, Cemil, Diker, Aykut, Demir, Fahrettin Burak, Elen, Abdullah

“…Increasingly, more effective breeding techniques for new variations are preferred due to population growth and climatic change, particularly the accurate…”
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The role of morphometric characteristics in predicting 20-meter sprint performance through machine learning by Kurtoğlu, Ahmet, Eken, Özgür, Çiftçi, Rukiye, Çar, Bekir, Dönmez, Emrah, Kılıçarslan, Serhat, Jamjoom, Mona M., Samee, Nagwan Abdel, Hassan, Dina S. M., Mahmoud, Noha F.

“…The aim of this study was to test the morphometric features affecting 20-m sprint performance in children at the first level of primary education using machine…”
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Identification of multiclass tympanic membranes by using deep feature transfer learning and hyperparameter optimization by Kılıçarslan, Serhat, Diker, Aykut, Közkurt, Cemil, Dönmez, Emrah, Demir, Fahrettin Burak, Elen, Abdullah

“…•A high-performance and efficient system for detect type of otitis media.•Hyper parameter optimization of deep learning model.•Proposed model can assist the…”
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An effective feature extraction method for olive peacock eye leaf disease classification by Diker, Aykut, Elen, Abdullah, Közkurt, Cemil, Kılıçarslan, Serhat, Dönmez, Emrah, Arslan, Kürşad, Kuran, Emre Can

“…Early diagnosis of plant diseases is one of the key elements determining plant productivity. The productivity and quality of plants are significantly reduced…”
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Trish: an efficient activation function for CNN models and analysis of its effectiveness with optimizers in diagnosing glaucoma by Közkurt, Cemil, Diker, Aykut, Elen, Abdullah, Kılıçarslan, Serhat, Dönmez, Emrah, Demir, Fahrettin Burak

“…Glaucoma is an eye disease that spreads over time without showing any symptoms at an early age and can result in vision loss in advanced ages. The most…”
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Visual servoing based control methods for nonholonomic mobile robot by Dirik, Mahmut, Kocamaz, Adnan Fatih, Donmez, Emrah

“…In this paper, we utilized two different vision-based go-to-goal robot control approaches on indoor nonholonomic mobile robot systems. in the proposed methods,…”
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