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

Data & knowledge engineering, 2022-09, Vol.141, p.102075, Article 102075

Dönmez, Emrah

2022

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

European food research & technology, 2024-05, Vol.250 (5), p.1379-1388

Dönmez, Emrah

2024

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Yields and constituents of essential oil from cones of Pinaceae spp. natively grown in Turkey

Molecules (Basel, Switzerland), 2010-08, Vol.15 (8), p.5797-5806

2010

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Multiple deep learning by majority-vote to classify haploid and diploid maize seeds

Scientia horticulturae, 2024-11, Vol.337, p.113549, Article 113549

2024

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Classification of hazelnut varieties based on bigtransfer deep learning model

European food research & technology, 2024-05, Vol.250 (5), p.1433-1442

2024

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Chemical compositon of willow (Salix alba L.) wood and bark

Turkish Journal of Forestry (Online), 2021-03, Vol.22 (1), p.38-42

2021

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Histogram-based global thresholding method for image binarization

Optik (Stuttgart), 2024-07, Vol.306, p.171814, Article 171814

2024

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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

Multimedia tools and applications, 2023-10, Vol.83 (26), p.67259-67281

2023

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Human gender estimation from CT images of skull using deep feature selection and feature fusion

Scientific reports, 2024-07, Vol.14 (1), p.16879-14, Article 16879

2024

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Identification of apple varieties using hybrid transfer learning and multi-level feature extraction

European food research & technology, 2024-03, Vol.250 (3), p.895-909

2024

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Tedarik Zincirine Genel Bakış: Akıllı Tedarik Zincirinde Risk ve Güvenlik

İstanbul Gelişim Üniversitesi Sosyal Bilimler Dergisi, 2024-10, Vol.11 (2), p.836-854

2024

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Volatile constituents of oriental plane tree (Platanus orientalis L.) leaves

Turkish Journal of Forestry (Online), 2022-06, Vol.23 (2), p.141-145

2022

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Design of Mobile Robot Control Infrastructure Based on Decision Trees and Adaptive Potential Area Methods

Iranian journal of science and technology. Transactions of electrical engineering, 2020-03, Vol.44 (1), p.431-448

2020

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Classification of Haploid and Diploid Maize Seeds based on Pre-Trained Convolutional Neural Networks

Celal Bayar Üniversitesi Fen Bilimleri Dergisi, 2020-09, Vol.16 (3), p.323-331

DÖNMEZ, Emrah

2020

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Identification of haploid and diploid maize seeds using hybrid transformer model

Multimedia systems, 2023-12, Vol.29 (6), p.3833-3845

2023

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The role of morphometric characteristics in predicting 20-meter sprint performance through machine learning

Scientific reports, 2024-07, Vol.14 (1), p.16593-15, Article 16593

2024

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Trish: an efficient activation function for CNN models and analysis of its effectiveness with optimizers in diagnosing glaucoma

The Journal of supercomputing, 2024, Vol.80 (11), p.15485-15516

2024

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Volatile compounds of myrtle (Myrtus communis L.) leaves and berries

Turkish Journal of Forestry (Online), 2017-12, Vol.18 (4), p.328-332

2017

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Identification of multiclass tympanic membranes by using deep feature transfer learning and hyperparameter optimization

Measurement : journal of the International Measurement Confederation, 2024-04, Vol.229, p.114488, Article 114488

2024

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An effective feature extraction method for olive peacock eye leaf disease classification

European food research & technology, 2024, Vol.250 (1), p.287-299

2024

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Bacterial Disease Detection for Pepper Plant by Utilizing Deep Features Acquired from DarkNet-19 CNN Model

DÜMF Mühendislik Dergisi, 2021-09, p.573-579

2021

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Visual servoing based control methods for nonholonomic mobile robot

Maǧallaẗ al-abḥath al-handasiyyaẗ, 2020-06, Vol.8 (2), p.95-113

2020

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Bacterial Disease Detection of Cherry Plant Using Deep Features

Sakarya university journal of computer and information sciences, 2024-04, Vol.7 (1), p.1-10

2024

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Bark Extractives and Suberin Monomers from Arbutus andrachne and Platanus orientalis

Bioresources, 2016-02, Vol.11 (1), p.2809-2819

2016

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ADAPTIVE OPERATION MODEL FOR INTERIOR SMART LOGISTICS IN CYBER PHYSICAL SYSTEMS

Konya Journal of Engineering Sciences, 2021-12, Vol.9 (4), p.965-980

2021

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

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

Yields and constituents of essential oil from cones of Pinaceae spp. natively grown in Turkey

Multiple deep learning by majority-vote to classify haploid and diploid maize seeds

Classification of hazelnut varieties based on bigtransfer deep learning model

Chemical compositon of willow (Salix alba L.) wood and bark

Histogram-based global thresholding method for image binarization

Improved multi-layer hybrid adaptive particle swarm optimization based artificial bee colony for optimizing feature selection and classification of microarray data

Human gender estimation from CT images of skull using deep feature selection and feature fusion

Identification of apple varieties using hybrid transfer learning and multi-level feature extraction

Tedarik Zincirine Genel Bakış: Akıllı Tedarik Zincirinde Risk ve Güvenlik

Volatile constituents of oriental plane tree (Platanus orientalis L.) leaves

Design of Mobile Robot Control Infrastructure Based on Decision Trees and Adaptive Potential Area Methods

Classification of Haploid and Diploid Maize Seeds based on Pre-Trained Convolutional Neural Networks

Identification of haploid and diploid maize seeds using hybrid transformer model

The role of morphometric characteristics in predicting 20-meter sprint performance through machine learning

Trish: an efficient activation function for CNN models and analysis of its effectiveness with optimizers in diagnosing glaucoma

Volatile compounds of myrtle (Myrtus communis L.) leaves and berries

Identification of multiclass tympanic membranes by using deep feature transfer learning and hyperparameter optimization

An effective feature extraction method for olive peacock eye leaf disease classification

Bacterial Disease Detection for Pepper Plant by Utilizing Deep Features Acquired from DarkNet-19 CNN Model

Visual servoing based control methods for nonholonomic mobile robot

Bacterial Disease Detection of Cherry Plant Using Deep Features

Bark Extractives and Suberin Monomers from Arbutus andrachne and Platanus orientalis

ADAPTIVE OPERATION MODEL FOR INTERIOR SMART LOGISTICS IN CYBER PHYSICAL SYSTEMS

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