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Exudate detection for diabetic retinopathy with circular Hough transformation and convolutional neural networks

Expert systems with applications, 2018-12, Vol.114, p.289-295

Adem, Kemal

2018

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Impact of activation functions and number of layers on detection of exudates using circular Hough transform and convolutional neural networks

Expert systems with applications, 2022-10, Vol.203, p.117583, Article 117583

Adem, Kemal

2022

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Diagnosis of breast cancer with Stacked autoencoder and Subspace kNN

Physica A, 2020-08, Vol.551, p.124591, Article 124591

Adem, Kemal

2020

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Automatic detection and classification of leaf spot disease in sugar beet using deep learning algorithms

Physica A, 2019-12, Vol.535, p.122537, Article 122537

2019

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Otomatik Düşüncelere Makine Öğrenme Yöntemlerinin Uygulanması ile Aleksitimi Düzeyinin Tahmini

Psikiyatride güncel yaklaşimlar, 2019-12, Vol.11, p.64-78

2019

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P + FELU: Flexible and trainable fast exponential linear unit for deep learning architectures

Neural computing & applications, 2022-12, Vol.34 (24), p.21729-21740

Adem, Kemal

2022

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Bibliographic review on drought and water level articles

Discover water, 2023-09, Vol.3 (1), p.17-22, Article 17

2023

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Impacts of surface water interchange between urban rivers and fish ponds in Chu river of Nanjing, China: A potential cause of greenhouse gas emissions

Frontiers in environmental science, 2022-12, Vol.10

2022

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Classification and diagnosis of cervical cancer with softmax classification with stacked autoencoder

Expert systems with applications, 2019-01, Vol.115, p.557

2019

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Parçacık Sürü Optimizasyonu Kullanılarak Boyutu Azaltılmış Mikrodizi Verileri Üzerinde Makine Öğrenmesi Yöntemleri ile Prostat Kanseri Teşhisi

Düzce Üniversitesi bilim ve teknoloji dergisi (Online), 2019-01, Vol.7 (1), p.769-777

2019

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Diagnosis and classification of cancer using hybrid model based on ReliefF and convolutional neural network

Medical hypotheses, 2020-04, Vol.137, p.109577-109577, Article 109577

2020

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A sugar beet leaf disease classification method based on image processing and deep learning

Multimedia tools and applications, 2023-03, Vol.82 (8), p.12577-12594

2023

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Derin öğrenme ve makine öğrenmesi yöntemleri kullanılarak gelişmekte olan ülkelerin finansal enstrümanlarının etkileşimi ile Bist 100 tahmini

Niğde Ömer Halisdemir Üniversitesi mühendislik bilimleri dergisi, 2022-10

2022

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Greenhouse Gas Emission, and Mitigation Strategies in Africa: A Systematic Review

Water, air, and soil pollution, 2024-10, Vol.235 (10), p.613, Article 613

2024

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Evaluation of soil quality of cultivated lands with classification and regression-based machine learning algorithms optimization under humid environmental condition

Advances in space research, 2024-08

2024

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Atmospheric turbulence recognition with deep learning models for sinusoidal hyperbolic hollow Gaussian beams-based free-space optical communication links

Physica scripta, 2024-07, Vol.99 (7)

2024

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Detection and classification of microcalcifications in mammograms images using difference filter and Yolov4 deep learning model

Biomedical signal processing and control, 2023-02, Vol.80, p.104360, Article 104360

2023

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Comparative analysis of estimated solar radiation with different learning methods and empirical models

Atmósfera, 2023-01, Vol.37

2023

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Detection of hemorrhage in retinal images using linear classifiers and iterative thresholding approaches based on firefly and particle swarm optimization algorithms

TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES, 2019-01, Vol.27 (1), p.499-515

2019

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Classification and diagnosis of cervical cancer with stacked autoencoder and softmax classification

Expert systems with applications, 2019-01, Vol.115, p.557-564

2019

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A bibliographic review on anthropogenic climate change and drought

Environmental science & policy, 2024-10, Vol.160, p.103830, Article 103830

2024

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Performance of vision transformer and swin transformer models for lemon quality classification in fruit juice factories

European food research & technology, 2024-09, Vol.250 (9), p.2291-2302

2024

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Classification of lemon quality using hybrid model based on Stacked AutoEncoder and convolutional neural network

European food research & technology, 2023-06, Vol.249 (6), p.1655-1667

2023

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A hybrid model based on the convolutional neural network model and artificial bee colony or particle swarm optimization-based iterative thresholding for the detection of bruised apples

TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES, 2020-01, Vol.28 (1), p.61-79

2020

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An application on forecasting for stock market prices: hybrid of some metaheuristic algorithms with multivariate adaptive regression splines

International journal of intelligent computing and cybernetics, 2023-10, Vol.16 (4), p.847-866

2023

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Exudate detection for diabetic retinopathy with circular Hough transformation and convolutional neural networks

Impact of activation functions and number of layers on detection of exudates using circular Hough transform and convolutional neural networks

Diagnosis of breast cancer with Stacked autoencoder and Subspace kNN

Automatic detection and classification of leaf spot disease in sugar beet using deep learning algorithms

Otomatik Düşüncelere Makine Öğrenme Yöntemlerinin Uygulanması ile Aleksitimi Düzeyinin Tahmini

P + FELU: Flexible and trainable fast exponential linear unit for deep learning architectures

Bibliographic review on drought and water level articles

Impacts of surface water interchange between urban rivers and fish ponds in Chu river of Nanjing, China: A potential cause of greenhouse gas emissions

Classification and diagnosis of cervical cancer with softmax classification with stacked autoencoder

Parçacık Sürü Optimizasyonu Kullanılarak Boyutu Azaltılmış Mikrodizi Verileri Üzerinde Makine Öğrenmesi Yöntemleri ile Prostat Kanseri Teşhisi

Diagnosis and classification of cancer using hybrid model based on ReliefF and convolutional neural network

A sugar beet leaf disease classification method based on image processing and deep learning

Derin öğrenme ve makine öğrenmesi yöntemleri kullanılarak gelişmekte olan ülkelerin finansal enstrümanlarının etkileşimi ile Bist 100 tahmini

Greenhouse Gas Emission, and Mitigation Strategies in Africa: A Systematic Review

Evaluation of soil quality of cultivated lands with classification and regression-based machine learning algorithms optimization under humid environmental condition

Atmospheric turbulence recognition with deep learning models for sinusoidal hyperbolic hollow Gaussian beams-based free-space optical communication links

Detection and classification of microcalcifications in mammograms images using difference filter and Yolov4 deep learning model

Comparative analysis of estimated solar radiation with different learning methods and empirical models

Detection of hemorrhage in retinal images using linear classifiers and iterative thresholding approaches based on firefly and particle swarm optimization algorithms

Classification and diagnosis of cervical cancer with stacked autoencoder and softmax classification

A bibliographic review on anthropogenic climate change and drought

Performance of vision transformer and swin transformer models for lemon quality classification in fruit juice factories

Classification of lemon quality using hybrid model based on Stacked AutoEncoder and convolutional neural network

A hybrid model based on the convolutional neural network model and artificial bee colony or particle swarm optimization-based iterative thresholding for the detection of bruised apples

An application on forecasting for stock market prices: hybrid of some metaheuristic algorithms with multivariate adaptive regression splines

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