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A comparative study of YOLO models and a transformer-based YOLOv5 model for mass detection in mammograms

Elektrik : Turkish journal of electrical engineering & computer sciences, 2023-11, Vol.31 (7), p.1294-1313

2023

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Deep learning-based breast cancer diagnosis with multiview of mammography screening to reduce false positive recall rate

Elektrik : Turkish journal of electrical engineering & computer sciences, 2024-05, Vol.32 (3), p.382-402

2024

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Impulse Noise Removal From Digital Images by a Detail-Preserving Filter Based on Type-2 Fuzzy Logic

IEEE transactions on fuzzy systems, 2008-08, Vol.16 (4), p.920-928

2008

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A new efficient training strategy for deep neural networks by hybridization of artificial bee colony and limited–memory BFGS optimization algorithms

Neurocomputing (Amsterdam), 2017-11, Vol.266, p.506-526

2017

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Static facial expression recognition using convolutional neural networks based on transfer learning and hyperparameter optimization

Multimedia tools and applications, 2020-09, Vol.79 (35-36), p.26587-26604

2020

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ERUSLR: Yeni bir Türkçe işaret dili veri seti ve hiperparametre optimizasyonu destekli evrişimli sinir ağı ile tanınması

Gazi Üniversitesi Mühendislik Mimarlık Fakültesi dergisi, 2020-12, Vol.36 (1), p.527-542

2020

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A novel fuzzy filter for speckle noise removal

Elektrik : Turkish journal of electrical engineering & computer sciences, 2014-01, Vol.22, p.1367-1381

2014

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Efficient edge detection in digital images using a cellular neural network optimized by differential evolution algorithm

Expert systems with applications, 2009-03, Vol.36 (2), p.2645-2650

2009

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Metabolic Imaging Based Sub-Classification of Lung Cancer

IEEE access, 2020, Vol.8, p.218470-218476

2020

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Efficient Distortion Reduction of Mixed Noise Filters by Neuro-fuzzy Processing

Knowledge-Based Intelligent Information and Engineering Systems, 2006, p.331-339

2006

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Deep learning for image-based detection of weeds from emergence to maturity in wheat fields

Smart agricultural technology, 2024-12, Vol.9, p.100552, Article 100552

2024

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Geliştirilmiş EfficientNet-B0 mimarisi ile Helikobakter Pilorinin Teşhisi

Gazi Üniversitesi Fen Bilimleri Dergisi, 2024-06, Vol.12 (2), p.729-742

2024

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Transfer learning-based convolutional neural networks with heuristic optimization for hand gesture recognition

Neural computing & applications, 2019-12, Vol.31 (12), p.8955-8970

2019

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Efficient Removal of Impulse Noise from Highly Corrupted Digital Images by a Simple Neuro-Fuzzy Operator

International journal of electronics and communications, 2003, Vol.57 (3), p.214-219

2003

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PARMAK İZİ TANIMA İÇİN FARKLI SINIFLANDIRICILARIN KARŞILAŞTIRMALI BAŞARIM ANALİZİ

Niğde Ömer Halisdemir Üniversitesi mühendislik bilimleri dergisi, 2018-07

2018

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Human action recognition with deep learning and structural optimization using a hybrid heuristic algorithm

Cluster computing, 2020-12, Vol.23 (4), p.2847-2860

2020

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Performance Improvement Of Pre-trained Convolutional Neural Networks For Action Recognition

Computer journal, 2021-11, Vol.64 (11), p.1715-1730

2021

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Detail-Preserving Restoration of Impulse Noise Corrupted Images by a Switching Median Filter Guided by a Simple Neuro-Fuzzy Network

EURASIP Journal on Applied Signal Processing, 2004-11, Vol.2004 (16), p.486589-2461, Article 486589

2004

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A simple generalized neuro-fuzzy operator for efficient removal of impulse noise from highly corrupted digital images

International journal of electronics and communications, 2005-03, Vol.59 (1), p.1-7

2005

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A comprehensive review of deep learning in colon cancer

Computers in biology and medicine, 2020-11, Vol.126, p.104003-104003, Article 104003

2020

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Detail-Preserving Restoration of Impulse Noise Corrupted Images by a Switching Median Filter Guided by a Simple Neuro-Fuzzy Network

EURASIP journal on advances in signal processing, 2004-12, Vol.2004 (16), p.486589-486589

2004

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Performance analysis of the coarse-grained parallel model of the artificial bee colony algorithm

Information sciences, 2013-12, Vol.253, p.34-55

2013

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An efficient real-time colonic polyp detection with YOLO algorithms trained by using negative samples and large datasets

Computers in biology and medicine, 2022-02, Vol.141, p.105031-105031, Article 105031

2022

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Robust real-time polyp detection system design based on YOLO algorithms by optimizing activation functions and hyper-parameters with artificial bee colony (ABC)

Expert systems with applications, 2023-07, Vol.221, p.119741, Article 119741

2023

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A new hybrid optimization method combining artificial bee colony and limited-memory BFGS algorithms for efficient numerical optimization

Applied soft computing, 2018-09, Vol.70, p.826-844

2018

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A comparative study of YOLO models and a transformer-based YOLOv5 model for mass detection in mammograms

Deep learning-based breast cancer diagnosis with multiview of mammography screening to reduce false positive recall rate

Impulse Noise Removal From Digital Images by a Detail-Preserving Filter Based on Type-2 Fuzzy Logic

A new efficient training strategy for deep neural networks by hybridization of artificial bee colony and limited–memory BFGS optimization algorithms

Static facial expression recognition using convolutional neural networks based on transfer learning and hyperparameter optimization

ERUSLR: Yeni bir Türkçe işaret dili veri seti ve hiperparametre optimizasyonu destekli evrişimli sinir ağı ile tanınması

A novel fuzzy filter for speckle noise removal

Efficient edge detection in digital images using a cellular neural network optimized by differential evolution algorithm

Metabolic Imaging Based Sub-Classification of Lung Cancer

Efficient Distortion Reduction of Mixed Noise Filters by Neuro-fuzzy Processing

Deep learning for image-based detection of weeds from emergence to maturity in wheat fields

Geliştirilmiş EfficientNet-B0 mimarisi ile Helikobakter Pilorinin Teşhisi

Transfer learning-based convolutional neural networks with heuristic optimization for hand gesture recognition

Efficient Removal of Impulse Noise from Highly Corrupted Digital Images by a Simple Neuro-Fuzzy Operator

PARMAK İZİ TANIMA İÇİN FARKLI SINIFLANDIRICILARIN KARŞILAŞTIRMALI BAŞARIM ANALİZİ

Human action recognition with deep learning and structural optimization using a hybrid heuristic algorithm

Performance Improvement Of Pre-trained Convolutional Neural Networks For Action Recognition

Detail-Preserving Restoration of Impulse Noise Corrupted Images by a Switching Median Filter Guided by a Simple Neuro-Fuzzy Network

A simple generalized neuro-fuzzy operator for efficient removal of impulse noise from highly corrupted digital images

A comprehensive review of deep learning in colon cancer

Detail-Preserving Restoration of Impulse Noise Corrupted Images by a Switching Median Filter Guided by a Simple Neuro-Fuzzy Network

Performance analysis of the coarse-grained parallel model of the artificial bee colony algorithm

An efficient real-time colonic polyp detection with YOLO algorithms trained by using negative samples and large datasets

Robust real-time polyp detection system design based on YOLO algorithms by optimizing activation functions and hyper-parameters with artificial bee colony (ABC)

A new hybrid optimization method combining artificial bee colony and limited-memory BFGS algorithms for efficient numerical optimization

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