avatar
Nilgün Şengöz Asst. Prof. Dr. BURDUR MEHMET AKİF ERSOY ÜNİVERSİTESİ
Publication 9 Review 12 CrossRef Cited 16
9 Publication
12 Review
16 CrossRef Cited
0000-0001-5651-8173

Research Fields

Image Processing Deep Learning Artificial Intelligence

Institution

BURDUR MEHMET AKİF ERSOY ÜNİVERSİTESİ

Popular Publications

DIMENSIONALITY REDUCTION IN SMALLPOX HISTOPATHOLOGICAL IMAGES USING AUTOENCODER AND KERNEL PCA
Authors: Nilgün Şengöz , Emine Vargün
Published: 2025 , International Journal of 3D Printing Technologies and Digital Industry
DOI: 10.46519/ij3dptdi.1708402
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 586

0

1

586

Deep Learning Based Pox Disease Detection and Generation of Synthesis Data with GAN Model
Authors: Nilgün Şengöz , Emine Vargün , Harun Köroğlu
Published: 2026 , Turkish Journal of Mathematics and Computer Science
DOI: 10.47000/tjmcs.1725690
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 157

0

1

157

Publications

Deep Learning Based Pox Disease Detection and Generation of Synthesis Data with GAN Model
Authors: Nilgün Şengöz , Emine Vargün , Harun Köroğlu
Published: 2026 , Turkish Journal of Mathematics and Computer Science
DOI: 10.47000/tjmcs.1725690
FAVORITE 1 TOTAL DOWNLOAD COUNT 157

1

157

Deep Learning Models Integrating Attention Mechanisms For Military Camouflaged Object Detection
Authors: Nilgün Şengöz , Gül Karaman , Mert Samet Çeliker , Nazmi Yücel Çan
Published: 2026 , El-Cezeri
DOI: 10.31202/ecjse.1747013
FAVORITE 0 TOTAL DOWNLOAD COUNT 491

0

491

DIMENSIONALITY REDUCTION IN SMALLPOX HISTOPATHOLOGICAL IMAGES USING AUTOENCODER AND KERNEL PCA
Authors: Nilgün Şengöz , Emine Vargün
Published: 2025 , International Journal of 3D Printing Technologies and Digital Industry
DOI: 10.46519/ij3dptdi.1708402
FAVORITE 1 TOTAL DOWNLOAD COUNT 586

1

586

OPTIMIZING ORAL CANCER DETECTION: ENHANCING RESNET50 WITH CLAHE FOR IMPROVED CLASSIFICATION ACCURACY
Authors: Nilgün Şengöz , Gül Karaman , Mert Samet Çeliker
Published: 2025 , Mugla Journal of Science and Technology
DOI: 10.22531/muglajsci.1565902
FAVORITE 0 TOTAL DOWNLOAD COUNT 707

0

707

Detection of Rotten Fruits Using XGBoost-Based Deep Learning Algorithm with Explainable Artificial Intelligence Models
Authors: Nilgün Şengöz , Harun Köroğlu , Beyza Nur Kırıktaş
Published: 2025 , Süleyman Demirel University Journal of Natural and Applied Sciences
DOI: 10.19113/sdufenbed.1575098
FAVORITE 0 TOTAL DOWNLOAD COUNT 826

0

826

UTILIZING DEEP LEARNING AND DATA AUGMENTATION FOR EARLY DETECTION OF EYE DISEASES IN PETS
Authors: Nilgün Şengöz
Published: 2023 , International Journal of Engineering and Innovative Research
DOI: 10.47933/ijeir.1227798
FAVORITE 0 TOTAL DOWNLOAD COUNT 961

0

961

A Hybrid Approach for Detection and Classification of Sheep-Goat Pox Disease Using Deep Neural Networks
Authors: Nilgün Şengöz
Published: 2022 , El-Cezeri
DOI: 10.31202/ecjse.1159621
FAVORITE 0 TOTAL DOWNLOAD COUNT 1570

0

1570

Importance of Preprocessing in Histopathology Image Classification Using Deep Convolutional Neural Network
Authors: Nilgün Şengöz , Tuncay Yiğit , Özlem Özmen , Ali Hakan Isık
Published: 2022 , Advances in Artificial Intelligence Research
DOI: 10.54569/aair.1016544
FAVORITE 0 TOTAL DOWNLOAD COUNT 2010

0

2010

Sınıflandırma Problemlerinin Karşılaştırılmasında ANFIS ve Basamak Korelasyon Sinir Ağının Kullanımı
Authors: Nilgün Şengöz , Gültekin Özdemir
Published: 2017 , Süleyman Demirel University Journal of Natural and Applied Sciences
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1769

0

1769

Articles published in
Advances in Artificial Intelligence Research
Advances in Artificial Intelligence Research
El-Cezeri
El-Cezeri
International Journal of 3D Printing Technologies and Digital Industry
International Journal of 3D Printing Technologies and Digital Industry
International Journal of Engineering and Innovative Research
International Journal of Engineering and Innovative Research
Mugla Journal of Science and Technology
Mugla Journal of Science and Technology
Süleyman Demirel University Journal of Natural and Applied Sciences
Süleyman Demirel University Journal of Natural and Applied Sciences
Turkish Journal of Mathematics and Computer Science
Turkish Journal of Mathematics and Computer Science

Reviews

Duzce University Journal of Science and Technology
Duzce University Journal of Science and Technology
El-Cezeri
El-Cezeri
Gazi Journal of Engineering Sciences
Gazi Journal of Engineering Sciences
Gazi University Journal of Science Part C: Design and Technology
Gazi University Journal of Science Part C: Design and Technology
International Journal of 3D Printing Technologies and Digital Industry
International Journal of 3D Printing Technologies and Digital Industry
Karamanoglu Mehmetbey University Journal of Engineering and Natural Sciences
Karamanoglu Mehmetbey University Journal of Engineering and Natural Sciences
Mugla Journal of Science and Technology
Mugla Journal of Science and Technology
Turkish Journal of Mathematics and Computer Science
Turkish Journal of Mathematics and Computer Science

Publications

Detection of Rotten Fruits Using XGBoost-Based Deep Learning Algorithm with Explainable Artificial Intelligence Models
Authors: Nilgün Şengöz , Harun Köroğlu , Beyza Nur Kırıktaş
Published: 2025 , Süleyman Demirel University Journal of Natural and Applied Sciences
DOI: 10.19113/sdufenbed.1575098
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 826

1

0

826

A Hybrid Approach for Detection and Classification of Sheep-Goat Pox Disease Using Deep Neural Networks
Authors: Nilgün Şengöz
Published: 2022 , El-Cezeri
DOI: 10.31202/ecjse.1159621
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1570

1

0

1570

Importance of Preprocessing in Histopathology Image Classification Using Deep Convolutional Neural Network
Authors: Nilgün Şengöz , Tuncay Yiğit , Özlem Özmen , Ali Hakan Isık
Published: 2022 , Advances in Artificial Intelligence Research
DOI: 10.54569/aair.1016544
CITED 13 FAVORITE 0 TOTAL DOWNLOAD COUNT 2010

13

0

2010

Sınıflandırma Problemlerinin Karşılaştırılmasında ANFIS ve Basamak Korelasyon Sinir Ağının Kullanımı
Authors: Nilgün Şengöz , Gültekin Özdemir
Published: 2017 , Süleyman Demirel University Journal of Natural and Applied Sciences
DOI: -
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1769

1

0

1769

Popular Publications: It is determined automatically by the researchers doing research in DergiPark according to the statistics of being added to the favorites. CrossRef Cited: The citations shown in DergiPark are drawn from CrossRef. For this, the cited and cited articles must be registered in CrossRef (DOI number). ^: Citation numbers are reflected in the system by DergiPark at certain periods. : Click to get information about the DergiPark User Badge.