Fatih Soygazi profile image
Fatih Soygazi Assoc. Prof. ADNAN MENDERES UNIVERSITY
Publication 12 Review 18 CrossRef Cited 3 TR Dizin Cited 4
12 Publication
18 Review
3 CrossRef Cited
4 TR Dizin Cited
0000-0001-8426-2283

Research Fields

Information and Computing Sciences Data Mining and Knowledge Discovery Machine Learning Artificial Intelligence Decision Support and Group Support Systems Natural Language Processing Deep Learning Computer Software

Institution

ADNAN MENDERES UNIVERSITY

Popular Publications

Matching Potential Customers and Influencers for Social Media Marketing
Authors: Fatih Soygazi , Muhammet Enes Aydoğan, Hilmi Can Taşkıran, Özgür Kaya
Published: 2021 , Journal of Artificial Intelligence and Data Science
DOI: -
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 1937

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1

1937

Enhancing Crop Recommendation with SMOTE-Augmented Machine Learning Algorithms
Authors: Gözde Alp , Fatih Soygazi
Published: 2025 , Turkish Journal of Engineering
DOI: -
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 1428

0

1

1428

Exploring Semantic Consistency in Generative Artificial Intelligence via Text-to-Image and Image-to-Text Transformation
Authors: Onur Doğan , Almila Altıntaş , Buse Yücetürk , Doğa Aydın , Fatih Soygazi , Yılmaz Kılıçaslan
Published: 2025 , Journal of Artificial Intelligence and Data Science
DOI: -
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 1148

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1

1148

Publications

Benchmarking Machine Learning and Transfer Learning Approaches for Fruit Classification Using Explainable Artificial Intelligence
Authors: Gözde Alp , Fatih Soygazi
Published: 2026 , Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
DOI: 10.21205/deufmd.2026288316
FAVORITE 0 TOTAL DOWNLOAD COUNT 410

0

410

ENHANCING SUPPLY CHAIN WITH INTEGRATION ARCHITECTURE AND MACHINE LEARNING
Authors: Fatih Soygazi , Haktan Akdağ , Kevser Öztürk
Published: 2026 , Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
DOI: 10.17780/ksujes.1773821
FAVORITE 0 TOTAL DOWNLOAD COUNT 883

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883

Enhancing Crop Recommendation with SMOTE-Augmented Machine Learning Algorithms
Authors: Gözde Alp , Fatih Soygazi
Published: 2025 , Turkish Journal of Engineering
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 1428

1

1428

Exploring Semantic Consistency in Generative Artificial Intelligence via Text-to-Image and Image-to-Text Transformation
Authors: Onur Doğan , Almila Altıntaş , Buse Yücetürk , Doğa Aydın , Fatih Soygazi , Yılmaz Kılıçaslan
Published: 2025 , Journal of Artificial Intelligence and Data Science
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 1148

1

1148

Medical Text Classification Using Semisupervised Learning and Bert-Based Models
Authors: Fatih Soygazi , Damla Oğuz
Published: 2025 , Mühendislik Bilimleri ve Araştırmaları Dergisi
DOI: 10.46387/bjesr.1597329
FAVORITE 0 TOTAL DOWNLOAD COUNT 1159

0

1159

Automating Influencer-Target Audience Matching: Target Audience Analysis for Advertising through Classification of Social Media Posts
Authors: Mehmet Varan , Aslı Yatkınoğlu , Amine Gonca Toprak , Fatih Soygazi , Bora Mocan
Published: 2024 , Journal of Intelligent Systems: Theory and Applications
DOI: 10.38016/jista.1509968
FAVORITE 0 TOTAL DOWNLOAD COUNT 1201

0

1201

Data Management and Ontology Development for Provenance-Aware Organizations in Linked Data Space
Authors: Fatih Soygazi , Tuğkan Tuğlular , Oğuz Dikenelli
Published: 2023 , European Journal of Technique (EJT)
DOI: 10.36222/ejt.1402149
FAVORITE 0 TOTAL DOWNLOAD COUNT 991

0

991

The Role of Phonological Errors in Evaluation Metrics
Authors: Ayşegül Çağlı , Vakkas Karakurt , Kürşat Edabalı Yıldırım , Fatih Soygazi , Yılmaz Kılıçaslan
Published: 2023 , Computer Science
DOI: 10.53070/bbd.1350547
FAVORITE 0 TOTAL DOWNLOAD COUNT 929

0

929

Performance Analysis of K-Degree Anonymization on Barabási-Albert Graph
Authors: Fatih Soygazi , Damla Oğuz
Published: 2023 , Afyon Kocatepe University Journal of Science and Engineering
DOI: 10.35414/akufemubid.1149701
FAVORITE 0 TOTAL DOWNLOAD COUNT 935

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935

Observability and Monitoring Design Pattern in Software Engineering
Authors: Savaş Takan , Fatih Soygazi
Published: 2023 , Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
DOI: 10.21205/deufmd.2023257411
FAVORITE 0 TOTAL DOWNLOAD COUNT 748

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748

Tag: A Blockchain Inspired Data Structure
Authors: Alpay Doruk , Savaş Takan , Fatih Soygazi , Zeynep Demirtaş , Elnur Akkurt
Published: 2023 , Mühendislik Bilimleri ve Araştırmaları Dergisi
DOI: 10.46387/bjesr.1213651
FAVORITE 0 TOTAL DOWNLOAD COUNT 1153

0

1153

Matching Potential Customers and Influencers for Social Media Marketing
Authors: Fatih Soygazi , Muhammet Enes Aydoğan, Hilmi Can Taşkıran, Özgür Kaya
Published: 2021 , Journal of Artificial Intelligence and Data Science
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 1937

1

1937

Articles published in
Afyon Kocatepe University Journal of Science and Engineering
Afyon Kocatepe University Journal of Science and Engineering
Computer Science
Computer Science
Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
European Journal of Technique (EJT)
European Journal of Technique (EJT)
Journal of Artificial Intelligence and Data Science
Journal of Artificial Intelligence and Data Science
Journal of Intelligent Systems: Theory and Applications
Journal of Intelligent Systems: Theory and Applications
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Mühendislik Bilimleri ve Araştırmaları Dergisi
Mühendislik Bilimleri ve Araştırmaları Dergisi
Turkish Journal of Engineering
Turkish Journal of Engineering
Editorial Board Memberships
Socioinformatics: The Intersection of the Social Sciences with Artificial Intelligence and Data Science
Socioinformatics: The Intersection of the Social Sciences with Artificial Intelligence and Data Science

Reviews

Acta Infologica
Acta Infologica
Avrupa Bilim ve Teknoloji Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Black Sea Journal of Engineering and Science
Black Sea Journal of Engineering and Science
Celal Bayar University Journal of Science
Celal Bayar University Journal of Science
Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering
Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering
European Journal of Technique (EJT)
European Journal of Technique (EJT)
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
International Journal of 3D Printing Technologies and Digital Industry
International Journal of 3D Printing Technologies and Digital Industry
International Journal of Management Information Systems and Computer Science
International Journal of Management Information Systems and Computer Science
Journal of Information Technologies
Journal of Information Technologies
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Karaelmas Science and Engineering Journal
Karaelmas Science and Engineering Journal
Mühendislik Bilimleri ve Araştırmaları Dergisi
Mühendislik Bilimleri ve Araştırmaları Dergisi
Nigde Omer Halisdemir University Journal of Engineering Sciences
Nigde Omer Halisdemir University Journal of Engineering Sciences

Publications

Benchmarking Machine Learning and Transfer Learning Approaches for Fruit Classification Using Explainable Artificial Intelligence
Authors: Gözde Alp , Fatih Soygazi
Published: 2026 , Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
DOI: 10.21205/deufmd.2026288316
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 410

1

0

410

Medical Text Classification Using Semisupervised Learning and Bert-Based Models
Authors: Fatih Soygazi , Damla Oğuz
Published: 2025 , Mühendislik Bilimleri ve Araştırmaları Dergisi
DOI: 10.46387/bjesr.1597329
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1159

1

0

1159

Automating Influencer-Target Audience Matching: Target Audience Analysis for Advertising through Classification of Social Media Posts
Authors: Mehmet Varan , Aslı Yatkınoğlu , Amine Gonca Toprak , Fatih Soygazi , Bora Mocan
Published: 2024 , Journal of Intelligent Systems: Theory and Applications
DOI: 10.38016/jista.1509968
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1201

1

0

1201

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.