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Oktay Yıldız Assoc. Prof. Dr. Gazi Üniversitesi
Publication 10 Review 19 CrossRef Cited 24 TR Dizin Cited 36
10 Publication
19 Review
24 CrossRef Cited
36 TR Dizin Cited
0000-0001-9155-7426

Research Fields

Data Mining and Knowledge Discovery Deep Learning Machine Learning Algorithms Bioinformatics Computing Applications in Health

Institution

Gazi Üniversitesi

Popular Publications

Automatic Detection of Advertising Email Using Text Mining
Authors: Kübra Çalış, Oya Gazdağı, Oktay Yıldız
Published: 2013 , Journal of Information Technologies
DOI: -
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 3439

0

1

3439

Target Detection in Unbalanced Doppler Radar Data Using Convolutional Neural Network
Authors: Muhammed Erdoğan , Oktay Yıldız
Published: 2024 , Journal of Polytechnic
DOI: 10.2339/politeknik.1180081
CITED 2 FAVORITE 1 TOTAL DOWNLOAD COUNT 1745

2

1

1745

Publications

Predicting Adolescents' Exposure to Inappropriate Content during Social Media Use Using Classification Algorithms: A Data Mining Approach
Authors: Deniz Yiğit , Sümeyra Kuş Ordu , Oktay Yıldız
Published: 2026 , Güncel Hemşirelik Araştırmaları Dergisi
DOI: 10.65673/jcnr.1715894
FAVORITE 0 TOTAL DOWNLOAD COUNT 233

0

233

Fuzzy linguistic summarization of time series with interval type-2 Fuzzy c-means: BIST100 sample stock application
Authors: İlyas Özdoğan , Fatih Emre Boran , Oktay Yıldız
Published: 2025 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.1263678
FAVORITE 0 TOTAL DOWNLOAD COUNT 492

0

492

Comparative Analysis of Ad Click Behavior Prediction Using GAN-Augmented Data and Traditional Machine Learning Techniques
Authors: Amel Sulaiman Salıhı , Oktay Yıldız
Published: 2025 , Journal of Polytechnic
DOI: 10.2339/politeknik.1525138
FAVORITE 0 TOTAL DOWNLOAD COUNT 1074

0

1074

Predicting Surface Roughness with Machine Learning
Authors: Bayram Sercan Bayram , Oktay Yıldız , İhsan Korkut
Published: 2025 , Journal of Polytechnic
DOI: 10.2339/politeknik.1447279
FAVORITE 0 TOTAL DOWNLOAD COUNT 1341

0

1341

Target Detection in Unbalanced Doppler Radar Data Using Convolutional Neural Network
Authors: Muhammed Erdoğan , Oktay Yıldız
Published: 2024 , Journal of Polytechnic
DOI: 10.2339/politeknik.1180081
FAVORITE 1 TOTAL DOWNLOAD COUNT 1745

1

1745

AGRICULTURAL DATA ANALYSIS WITH DATA MINING METHODS: A SMART FARMING SYSTEM PROPOSAL
Authors: Burak Özer , Sümeyra Kuş , Oktay Yıldız
Published: 2022 , Journal of Engineering Sciences and Design
DOI: 10.21923/jesd.1081814
FAVORITE 0 TOTAL DOWNLOAD COUNT 3589

0

3589

Deep Learning Based Computer Aided Diagnostic System for Brain Tumor Detection
Authors: Tarıkcan Doğanay , Oktay Yıldız
Published: 2022 , Duzce University Journal of Science and Technology
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1670

0

1670

Derin öğrenme yöntemleriyle dermoskopi görüntülerinden melanom tespiti: Kapsamlı bir çalışma
Authors: Oktay Yıldız
Published: 2019 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.435217
FAVORITE 0 TOTAL DOWNLOAD COUNT 5019

0

5019

Comparative analysis of machine learning algorithms in detection of phishing websites
Authors: Muhammed Ali Koşan , Oktay Yıldız , Hacer Karacan
Published: 2018 , Pamukkale University Journal of Engineering Sciences
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1975

0

1975

Automatic Detection of Advertising Email Using Text Mining
Authors: Kübra Çalış, Oya Gazdağı, Oktay Yıldız
Published: 2013 , Journal of Information Technologies
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 3439

1

3439

Articles published in
Duzce University Journal of Science and Technology
Duzce University Journal of Science and Technology
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Güncel Hemşirelik Araştırmaları Dergisi
Güncel Hemşirelik Araştırmaları Dergisi
Journal of Engineering Sciences and Design
Journal of Engineering Sciences and Design
Journal of Information Technologies
Journal of Information Technologies
Journal of Polytechnic
Journal of Polytechnic
Pamukkale University Journal of Engineering Sciences
Pamukkale University Journal of Engineering Sciences

Reviews

Duzce University Journal of Science and Technology
Duzce University Journal of Science and Technology
EMO Bilimsel Dergi
EMO Bilimsel Dergi
Gazi University Journal of Science
Gazi University Journal of Science
Gazi University Journal of Science Part C: Design and Technology
Gazi University Journal of Science Part C: Design and Technology
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Journal of Engineering Sciences and Design
Journal of Engineering Sciences and Design
Journal of Information Technologies
Journal of Information Technologies
Journal of Polytechnic
Journal of Polytechnic
Konya Journal of Engineering Sciences
Konya Journal of Engineering Sciences
Yuzuncu Yil University Journal of the Institute of Natural and Applied Sciences
Yuzuncu Yil University Journal of the Institute of Natural and Applied Sciences

Publications

Fuzzy linguistic summarization of time series with interval type-2 Fuzzy c-means: BIST100 sample stock application
Authors: İlyas Özdoğan , Fatih Emre Boran , Oktay Yıldız
Published: 2025 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.1263678
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 492

2

0

492

Predicting Surface Roughness with Machine Learning
Authors: Bayram Sercan Bayram , Oktay Yıldız , İhsan Korkut
Published: 2025 , Journal of Polytechnic
DOI: 10.2339/politeknik.1447279
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1341

3

0

1341

Target Detection in Unbalanced Doppler Radar Data Using Convolutional Neural Network
Authors: Muhammed Erdoğan , Oktay Yıldız
Published: 2024 , Journal of Polytechnic
DOI: 10.2339/politeknik.1180081
CITED 2 FAVORITE 1 TOTAL DOWNLOAD COUNT 1745

2

1

1745

AGRICULTURAL DATA ANALYSIS WITH DATA MINING METHODS: A SMART FARMING SYSTEM PROPOSAL
Authors: Burak Özer , Sümeyra Kuş , Oktay Yıldız
Published: 2022 , Journal of Engineering Sciences and Design
DOI: 10.21923/jesd.1081814
CITED 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 3589

4

0

3589

Derin öğrenme yöntemleriyle dermoskopi görüntülerinden melanom tespiti: Kapsamlı bir çalışma
Authors: Oktay Yıldız
Published: 2019 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.435217
CITED 13 FAVORITE 0 TOTAL DOWNLOAD COUNT 5019

13

0

5019

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