Aytuğ Onan profile image
Aytuğ Onan Prof. Dr. İZMİR KATİP ÇELEBİ ÜNİVERSİTESİ
Publication 14 Review 4 CrossRef Cited 22
14 Publication
4 Review
22 CrossRef Cited
55201862300

Research Fields

Deep Learning Machine Learning Algorithms

Institution

İZMİR KATİP ÇELEBİ ÜNİVERSİTESİ

Popular Publications

Evaluation of Attention Mechanism-Based Deep Learning Architectures for Turkish Text Mining
Authors: Aytuğ Onan
Published: 2022 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1082379
CITED 2 FAVORITE 1 TOTAL DOWNLOAD COUNT 1765

2

1

1765

Topic Modelling and Artificial Intelligence based Method Using Online Employee Assessments to Analyse Job Satisfaction
Authors: Ali Özdemir , Aytuğ Onan , Vildan Çınarlı Ergene
Published: 2022 , Turkish Journal of Forecasting
DOI: 10.34110/forecasting.1173063
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 812

0

1

812

Machine Learning and Ensemble Learning Based Method Using Online Employee Assessments to Identify and Analyze Job Satisfaction Factors
Authors: Ali Özdemir , Aytuğ Onan , Vildan Çınarlı Ergene
Published: 2022 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1173627
CITED 1 FAVORITE 1 TOTAL DOWNLOAD COUNT 1141

1

1

1141

Topic Modeling and Semantic Similarity-Based Evaluation of Biomedical Text Abstracts Generated by LLM
Authors: Burcu Baştürk , Aytuğ Onan
Published: 2026 , Journal of Information Technologies
DOI: 10.17671/gazibtd.1846644
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 302

0

1

302

Publications

Topic Modeling and Semantic Similarity-Based Evaluation of Biomedical Text Abstracts Generated by LLM
Authors: Burcu Baştürk , Aytuğ Onan
Published: 2026 , Journal of Information Technologies
DOI: 10.17671/gazibtd.1846644
FAVORITE 1 TOTAL DOWNLOAD COUNT 302

1

302

Towards Benchmarking Transformer Models for Biomedical Text Simplification
Authors: Öykü Berfin Mercan , Mansur Alp Toçoğlu , Nezihe Turhan Turan , Aytuğ Onan
Published: 2026 , Scientific Journal of Mehmet Akif Ersoy University
DOI: 10.70030/sjmakeu.1879926
FAVORITE 0 TOTAL DOWNLOAD COUNT 468

0

468

Cultivating Career Interests and STEM Attitudes in High School Students: The Role of Smart Agriculture Applications
Authors: Figen Eğin , Aytuğ Onan , Nilüfer Atman Uslu , Gökben Yılmaz , Emin Borandag
Published: 2025 , Fen, Matematik ve Bilgisayar Eğitiminde Yenilikler Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 564

0

564

Investigating computational identity and empowerment of the students studying programming: A text mining study
Authors: Nilüfer Atman Uslu , Aytuğ Onan
Published: 2023 , Journal of Necmettin Erbakan University Ereğli Faculty of Education
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1083

0

1083

Topic Modelling and Artificial Intelligence based Method Using Online Employee Assessments to Analyse Job Satisfaction
Authors: Ali Özdemir , Aytuğ Onan , Vildan Çınarlı Ergene
Published: 2022 , Turkish Journal of Forecasting
DOI: 10.34110/forecasting.1173063
FAVORITE 1 TOTAL DOWNLOAD COUNT 812

1

812

Deep Learning Based Plant Diseases Classification
Authors: Furkan Alp Esen , Aytuğ Onan
Published: 2022 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1181081
FAVORITE 0 TOTAL DOWNLOAD COUNT 4240

0

4240

Machine Learning and Ensemble Learning Based Method Using Online Employee Assessments to Identify and Analyze Job Satisfaction Factors
Authors: Ali Özdemir , Aytuğ Onan , Vildan Çınarlı Ergene
Published: 2022 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1173627
FAVORITE 1 TOTAL DOWNLOAD COUNT 1141

1

1141

Evaluation of Attention Mechanism-Based Deep Learning Architectures for Turkish Text Mining
Authors: Aytuğ Onan
Published: 2022 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1082379
FAVORITE 1 TOTAL DOWNLOAD COUNT 1765

1

1765

Long Short Term Memory Based on Working Memory Connections for Turkish Text Mining
Authors: Aytuğ Onan
Published: 2022 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1080239
FAVORITE 0 TOTAL DOWNLOAD COUNT 1164

0

1164

Analysis of Employees' Online Assessments Based on Classifier Ensembles to Identify and Analyze Job Satisfaction Factors
Authors: Ali Özdemir , Aytuğ Onan , Vildan Çınarlı Ergene
Published: 2021 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1008691
FAVORITE 0 TOTAL DOWNLOAD COUNT 738

0

738

Machine Learning Based Analysis of Employees' Online Assessments to Identify and Analyze Job Satisfaction Factors
Authors: Ali Özdemir , Aytuğ Onan , Vildan Çınarlı Ergene
Published: 2021 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1008393
FAVORITE 0 TOTAL DOWNLOAD COUNT 933

0

933

A Clustering Based Classifier Ensemble Approach to Corporate Bankruptcy Prediction
Authors: Aytuğ Onan
Published: 2018 , Alphanumeric Journal
DOI: 10.17093/alphanumeric.333785
FAVORITE 0 TOTAL DOWNLOAD COUNT 2420

0

2420

Particle Swarm Optimization Based Stacking Method with an Application to Text Classification
Authors: Aytuğ Onan
Published: 2018 , Academic Platform - Journal of Engineering and Science
DOI: 10.21541/apjes.329940
FAVORITE 0 TOTAL DOWNLOAD COUNT 2057

0

2057

Şirket İflaslarının Tahminlenmesinde Karar Ağacı Algoritmalarının Karşılaştırmalı Başarım Analizi
Authors: Aytuğ Onan
Published: 2015 , Journal of Information Technologies
DOI: 10.17671/btd.36087
FAVORITE 0 TOTAL DOWNLOAD COUNT 11576

0

11576

Articles published in
Academic Platform - Journal of Engineering and Science
Academic Platform - Journal of Engineering and Science
Alphanumeric Journal
Alphanumeric Journal
Avrupa Bilim ve Teknoloji Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Fen, Matematik ve Bilgisayar Eğitiminde Yenilikler Dergisi
Fen, Matematik ve Bilgisayar Eğitiminde Yenilikler Dergisi
Journal of Information Technologies
Journal of Information Technologies
Journal of Necmettin Erbakan University Ereğli Faculty of Education
Journal of Necmettin Erbakan University Ereğli Faculty of Education
Scientific Journal of Mehmet Akif Ersoy University
Scientific Journal of Mehmet Akif Ersoy University
Turkish Journal of Forecasting
Turkish Journal of Forecasting
Editorial Board Memberships
Fen, Matematik ve Bilgisayar Eğitiminde Yenilikler Dergisi
Fen, Matematik ve Bilgisayar Eğitiminde Yenilikler Dergisi
Scientific Journal of Mehmet Akif Ersoy University
Scientific Journal of Mehmet Akif Ersoy University

Reviews

Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Innovative Artificial Intelligence
Innovative Artificial Intelligence
Journal of Educational Technology and Online Learning
Journal of Educational Technology and Online Learning
Scientific Journal of Mehmet Akif Ersoy University
Scientific Journal of Mehmet Akif Ersoy University

Publications

Deep Learning Based Plant Diseases Classification
Authors: Furkan Alp Esen , Aytuğ Onan
Published: 2022 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1181081
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 4240

1

0

4240

Machine Learning and Ensemble Learning Based Method Using Online Employee Assessments to Identify and Analyze Job Satisfaction Factors
Authors: Ali Özdemir , Aytuğ Onan , Vildan Çınarlı Ergene
Published: 2022 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1173627
CITED 1 FAVORITE 1 TOTAL DOWNLOAD COUNT 1141

1

1

1141

Evaluation of Attention Mechanism-Based Deep Learning Architectures for Turkish Text Mining
Authors: Aytuğ Onan
Published: 2022 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1082379
CITED 2 FAVORITE 1 TOTAL DOWNLOAD COUNT 1765

2

1

1765

Long Short Term Memory Based on Working Memory Connections for Turkish Text Mining
Authors: Aytuğ Onan
Published: 2022 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1080239
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1164

1

0

1164

Machine Learning Based Analysis of Employees' Online Assessments to Identify and Analyze Job Satisfaction Factors
Authors: Ali Özdemir , Aytuğ Onan , Vildan Çınarlı Ergene
Published: 2021 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1008393
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 933

1

0

933

A Clustering Based Classifier Ensemble Approach to Corporate Bankruptcy Prediction
Authors: Aytuğ Onan
Published: 2018 , Alphanumeric Journal
DOI: 10.17093/alphanumeric.333785
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 2420

2

0

2420

Particle Swarm Optimization Based Stacking Method with an Application to Text Classification
Authors: Aytuğ Onan
Published: 2018 , Academic Platform - Journal of Engineering and Science
DOI: 10.21541/apjes.329940
CITED 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 2057

4

0

2057

Şirket İflaslarının Tahminlenmesinde Karar Ağacı Algoritmalarının Karşılaştırmalı Başarım Analizi
Authors: Aytuğ Onan
Published: 2015 , Journal of Information Technologies
DOI: 10.17671/btd.36087
CITED 10 FAVORITE 0 TOTAL DOWNLOAD COUNT 11576

10

0

11576

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.