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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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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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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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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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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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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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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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A Vision-Based Real-Time Mobile Robot Controller Design Based on Gaussian Function for Indoor Environment

Arabian journal for science and engineering (2011), 2018-12, Vol.43 (12), p.7127-7142

2018

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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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A Cloudware Architecture for Collaboration of Multiple AGVs in Indoor Logistics: Case Study in Fabric Manufacturing Enterprises

Electronics (Basel), 2020-12, Vol.9 (12), p.2023

2020

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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, Article 16879

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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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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Chemical composition and fiber properties of pruning residues of some citrus species

Turkish Journal of Forestry (Online), 2022-12, Vol.23 (4), p.335-340

2022

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Chemical composition and fiber properties of rose wood (Rosa damascena Mill.) grown in Isparta Güneykent region

Turkish Journal of Forestry (Online), 2018-12, Vol.19 (4), p.442-446

2018

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A hybrid DNN–LSTM model for detecting phishing URLs

Neural computing & applications, 2023-03, Vol.35 (7), p.4957-4973

2023

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Chemical properties of hawthorn ( Crataegus L. spp.) taxa naturally distributed in Western Anatolia part of Turkey

Šumarski list (1945), 2016-01, Vol.140 (7-8), p.369-375

2016

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Chemical composition of chestnut, hazelnut and pistachios fruits rind

Turkish Journal of Forestry (Online), 2016-11, Vol.17 (2), p.174-177

2016

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

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

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

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

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

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

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

A Vision-Based Real-Time Mobile Robot Controller Design Based on Gaussian Function for Indoor Environment

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

A Cloudware Architecture for Collaboration of Multiple AGVs in Indoor Logistics: Case Study in Fabric Manufacturing Enterprises

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

Bark Extractives and Suberin Monomers from Arbutus andrachne and Platanus orientalis

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

Chemical composition and fiber properties of pruning residues of some citrus species

Chemical composition and fiber properties of rose wood (Rosa damascena Mill.) grown in Isparta Güneykent region

A hybrid DNN–LSTM model for detecting phishing URLs

Chemical properties of hawthorn ( Crataegus L. spp.) taxa naturally distributed in Western Anatolia part of Turkey

Chemical composition of chestnut, hazelnut and pistachios fruits rind

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