Tolga Aydın profile image
Tolga Aydın Assoc. Prof. Dr. ATATURK UNIVERSITY, FACULTY OF ENGINEERING
Publication 15 Review 1 CrossRef Cited 32 TR Dizin Cited 14
15 Publication
1 Review
32 CrossRef Cited
14 TR Dizin Cited
0000-0002-8971-3255

Research Fields

Algorithms and Calculation Theory Artificial Intelligence Information and Computing Sciences Computer System Software Data Mining and Knowledge Discovery Computer Software

Institution

ATATURK UNIVERSITY, FACULTY OF ENGINEERING

Popular Publications

Breast Cancer Histopathological Image Classification
Authors: Ebru Erdem , Tolga Aydin
Published: 2021 , Journal of Information Technologies
DOI: 10.17671/gazibtd.746673
CITED 3 FAVORITE 1 TOTAL DOWNLOAD COUNT 3569

3

1

3569

Publications

Reliability of evaluation and explanation in network intrusion detection: Jointly interrogating high performance and SHAP–LIME explanations
Authors: Esma Fazilet Karagülle , Tolga Aydın , Esra Odabaş Yıldırım , Ferhat Bozkurt
Published: 2026 , Pamukkale University Journal of Engineering Sciences
DOI: 10.65206/pajes.1972642
FAVORITE 0 TOTAL DOWNLOAD COUNT 157

0

157

Analysing the Refurbished Smart Phone Market with Machine Learning
Authors: Berrin Beyza Özen , Muhammed Fatih Alaeddinoğlu , Tolga Aydın
Published: 2026 , Trends in Business and Economics
DOI: 10.16951/trendbusecon.1607949
FAVORITE 0 TOTAL DOWNLOAD COUNT 2150

0

2150

Prediction of Turkey's Foreign Trade of Computer, Electronic and Optical Products with Machine Learning
Authors: Tolga Hastaoğlu , Tolga Aydın
Published: 2025 , Black Sea Journal of Engineering and Science
DOI: 10.34248/bsengineering.1697455
FAVORITE 0 TOTAL DOWNLOAD COUNT 638

0

638

Topic Analysis of X (Twitter) Data on the February 6, 2023 Earthquake: A Comparison of LDA and BERTopic Approaches
Authors: Dilara Candan Karadaş , Tolga Aydın , Gülşah Özyer
Published: 2025 ,
DOI: 10.54525/bbmd.1633740
FAVORITE 0 TOTAL DOWNLOAD COUNT 733

0

733

Date Palm Fruit Type Detection Using Machine Learning and Deep Learning Methods
Authors: Tolga Aydın , Ferhat Bozkurt , Rüstem Muhammed Karademir
Published: 2025 , Journal of the Institute of Science and Technology
DOI: 10.21597/jist.1554150
FAVORITE 0 TOTAL DOWNLOAD COUNT 829

0

829

Modeling Automobile Sales in Turkiye with Regression-Based Machine Learning Algorithms
Authors: Merve Babaoğlu , Ahmet Coşkunçay , Tolga Aydın
Published: 2023 , Journal of Data Applications
DOI: 10.26650/JODA.1242645
FAVORITE 0 TOTAL DOWNLOAD COUNT 1326

0

1326

Deep hybrid models for CT images to detect COVID-19: A comparison of transfer learning approach
Authors: Ebru Erdem , Tolga Aydin
Published: 2021 , Journal of Soft Computing and Artificial Intelligence
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1155

0

1155

Comparison of Data Mining Classification Algorithms for Sentiment Analysis
Authors: Esra Çelik , Deniz Dal , Tolga Aydin
Published: 2021 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.905259
FAVORITE 0 TOTAL DOWNLOAD COUNT 4944

0

4944

A CNN-based hybrid model to detect Coronavirus disease
Authors: Ebru Erdem , Tolga Aydin
Published: 2021 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.936820
FAVORITE 0 TOTAL DOWNLOAD COUNT 1188

0

1188

Detection of Credit Card Fraud Using Artificial Intelligence Supported ÇOKS Method
Authors: Mustafa Furkan Keskenler , Deniz Dal , Tolga Aydin
Published: 2021 , El-Cezeri
DOI: 10.31202/ecjse.908260
FAVORITE 0 TOTAL DOWNLOAD COUNT 3342

0

3342

Detection of Pneumonia with a Novel CNN-based Approach
Authors: Ebru Erdem , Tolga Aydin
Published: 2021 , Sakarya University Journal of Computer and Information Sciences
DOI: 10.35377/saucis.04.01.787030
FAVORITE 0 TOTAL DOWNLOAD COUNT 3757

0

3757

Breast Cancer Histopathological Image Classification
Authors: Ebru Erdem , Tolga Aydin
Published: 2021 , Journal of Information Technologies
DOI: 10.17671/gazibtd.746673
FAVORITE 1 TOTAL DOWNLOAD COUNT 3569

1

3569

Analysis of the agricultural product information by processing the images obtained with the help of a mobile robot
Authors: Sedat Turan , Tolga Aydın
Published: 2018 , Sakarya University Journal of Science
DOI: 10.16984/saufenbilder.330123
FAVORITE 0 TOTAL DOWNLOAD COUNT 3364

0

3364

The Comparison Of Methods Content-Based Image Retrieval System and Image Classification Using Invariant Moments
Authors: Abubekir Seyyarer , Tolga Aydın
Published: 2017 , Computer Science
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 2129

0

2129

BİRLİKTELİK KURALLARI İLE MEKÂNSAL-ZAMANSAL VERİ MADENCİLİĞİ
Authors: Muhammed Alaeddinoğlu , Tolga Aydın , Deniz Dal
Published: 2014 , Erzincan University Journal of Science and Technology
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 2166

0

2166

Articles published in
Avrupa Bilim ve Teknoloji Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Black Sea Journal of Engineering and Science
Black Sea Journal of Engineering and Science
El-Cezeri
El-Cezeri
Pamukkale University Journal of Engineering Sciences
Pamukkale University Journal of Engineering Sciences
Trends in Business and Economics
Trends in Business and Economics
Computer Science
Computer Science
Erzincan University Journal of Science and Technology
Erzincan University Journal of Science and Technology
Journal of Data Applications
Journal of Data Applications
Journal of Information Technologies
Journal of Information Technologies
Journal of Soft Computing and Artificial Intelligence
Journal of Soft Computing and Artificial Intelligence
Journal of the Institute of Science and Technology
Journal of the Institute of Science and Technology
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Science
Sakarya University Journal of Science

Reviews

Sakarya University Journal of Science
Sakarya University Journal of Science

Publications

Prediction of Turkey's Foreign Trade of Computer, Electronic and Optical Products with Machine Learning
Authors: Tolga Hastaoğlu , Tolga Aydın
Published: 2025 , Black Sea Journal of Engineering and Science
DOI: 10.34248/bsengineering.1697455
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 638

1

0

638

Topic Analysis of X (Twitter) Data on the February 6, 2023 Earthquake: A Comparison of LDA and BERTopic Approaches
Authors: Dilara Candan Karadaş , Tolga Aydın , Gülşah Özyer
Published: 2025 ,
DOI: 10.54525/bbmd.1633740
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 733

1

0

733

Comparison of Data Mining Classification Algorithms for Sentiment Analysis
Authors: Esra Çelik , Deniz Dal , Tolga Aydin
Published: 2021 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.905259
CITED 9 FAVORITE 0 TOTAL DOWNLOAD COUNT 4944

9

0

4944

A CNN-based hybrid model to detect Coronavirus disease
Authors: Ebru Erdem , Tolga Aydin
Published: 2021 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.936820
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 1188

2

0

1188

Detection of Credit Card Fraud Using Artificial Intelligence Supported ÇOKS Method
Authors: Mustafa Furkan Keskenler , Deniz Dal , Tolga Aydin
Published: 2021 , El-Cezeri
DOI: 10.31202/ecjse.908260
CITED 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 3342

4

0

3342

Detection of Pneumonia with a Novel CNN-based Approach
Authors: Ebru Erdem , Tolga Aydin
Published: 2021 , Sakarya University Journal of Computer and Information Sciences
DOI: 10.35377/saucis.04.01.787030
CITED 11 FAVORITE 0 TOTAL DOWNLOAD COUNT 3757

11

0

3757

Breast Cancer Histopathological Image Classification
Authors: Ebru Erdem , Tolga Aydin
Published: 2021 , Journal of Information Technologies
DOI: 10.17671/gazibtd.746673
CITED 3 FAVORITE 1 TOTAL DOWNLOAD COUNT 3569

3

1

3569

Analysis of the agricultural product information by processing the images obtained with the help of a mobile robot
Authors: Sedat Turan , Tolga Aydın
Published: 2018 , Sakarya University Journal of Science
DOI: 10.16984/saufenbilder.330123
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 3364

1

0

3364

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.