Aytuğ ONAN

About Aytuğ ONAN

Aytuğ ONAN, With an exceptional h-index of 31 and a recent h-index of 30 (since 2020), a distinguished researcher at Izmir Kâtip Çelebi Üniversitesi, specializes in the field of Makine Öğrenmesi, Metin Madenciliği, Yapay Zeka, Derin Öğrenme, Doğal Dil İşleme.

His recent articles reflect a diverse array of research interests and contributions to the field:

Improving Turkish text sentiment classification through task-specific and universal transformations: an ensemble data augmentation approach

DeepChestNet: Artificial intelligence approach for COVID‐19 detection on computed tomography images

GTR-GA: Harnessing the Power of Graph-Based Neural Networks and Genetic Algorithms for Text Augmentation

Enhancing Skin Lesion Classification with Ensemble Data Augmentation and Convolutional Neural Networks

An Examination of Studies on the Use of Chatbot Technology in the Field of Education

Hierarchical Graph-based Text Classification Framework with Contextual Node Embedding and BERT-based Dynamic Fusion

A Roadmap of Emerging Trends Discovery in Hydrology: A Topic Modeling Approach

SRL-ACO: A text augmentation framework based on semantic role labeling and ant colony optimization

Aytuğ ONAN Information

University

Position

Bilgisayar Mühendisliği Bölümü

Citations(all)

5533

Citations(since 2020)

5112

Cited By

1142

hIndex(all)

31

hIndex(since 2020)

30

i10Index(all)

54

i10Index(since 2020)

50

Email

University Profile Page

Izmir Kâtip Çelebi Üniversitesi

Google Scholar

View Google Scholar Profile

Aytuğ ONAN Skills & Research Interests

Makine Öğrenmesi

Metin Madenciliği

Yapay Zeka

Derin Öğrenme

Doğal Dil İşleme

Top articles of Aytuğ ONAN

Title

Journal

Author(s)

Publication Date

Improving Turkish text sentiment classification through task-specific and universal transformations: an ensemble data augmentation approach

IEEE Access

Aytug Onan

Kadriye Filiz Balbal

2024/1/4

DeepChestNet: Artificial intelligence approach for COVID‐19 detection on computed tomography images

International Journal of Imaging Systems and Technology

Mahmut Ağralı

Volkan Kılıç

Aytuğ Onan

Esra Meltem Koç

Ali Murat Koç

...

2023/3

GTR-GA: Harnessing the Power of Graph-Based Neural Networks and Genetic Algorithms for Text Augmentation

Expert Systems with Applications

Aytuğ Onan

2023/6/24

Enhancing Skin Lesion Classification with Ensemble Data Augmentation and Convolutional Neural Networks

Aytug Onan

Vahide Bulut

Ahmet Ezgi

2023/11/22

An Examination of Studies on the Use of Chatbot Technology in the Field of Education

Hatice YILDIZ DURAK

ONAN Aytuğ

2023

Hierarchical Graph-based Text Classification Framework with Contextual Node Embedding and BERT-based Dynamic Fusion

Journal of King Saud University-Computer and Information Sciences

Aytuğ Onan

2023/6/13

A Roadmap of Emerging Trends Discovery in Hydrology: A Topic Modeling Approach

arXiv preprint arXiv:2310.15943

Sila Ovgu Korkut

Oznur Oztunc Kaymak

Aytug Onan

Erman Ulker

Femin Yalcin

2023/10/24

SRL-ACO: A text augmentation framework based on semantic role labeling and ant colony optimization

Journal of King Saud University-Computer and Information Sciences

Aytuğ Onan

2023/6/9

Comparing the accuracy of machine learning models for accelerometer-based movement measurements

Gait & Posture

Orhan Ozturk

Derya Ozer Kaya

Aytug Onan

2023/9/1

Investigating computational identity and empowerment of the students studying programming: A text mining study

Necmettin Erbakan Üniversitesi Ereğli Eğitim Fakültesi Dergisi

Nilüfer Atman Uslu

Aytuğ Onan

2023/6/6

Optimal Parameter Selection of Latent Dirichlet Allocation to Determine the Emerging Topics in Hydrology Domain

Sila Ovgu Korkut

Aytug Onan

Erman Ulker

Femin Yalcin

2023/7/20

Leveraging Synonyms and Antonyms for Data Augmentation in Sarcasm Identification

Aytuğ Onan

2023/4/3

Turkish Adaptation of the Chatbot System, Information and Service Quality Scale

Hatice YILDIZ DURAK

ONAN Aytuğ

2023

Machine Learning and Ensemble Learning Based Method Using Online Employee Assessments to Identify and Analyze Job Satisfaction Factors

Avrupa Bilim ve Teknoloji Dergisi

Ali Özdemir

ONAN Aytuğ

Vildan ÇINARLI ERGENE

2022

Investigation of Biomedical Named Entity Recognition Methods

Azer Çelikten

Aytuğ Onan

Hasan Bulut

2022/5/20

Bidirectional convolutional recurrent neural network architecture with group-wise enhancement mechanism for text sentiment classification

Journal of King Saud University-Computer and Information Sciences

Aytuğ Onan

2022/5/1

Bi-Directional CNN-RNN Architecture with Group-Wise Enhancement and Attention Mechanisms for Cryptocurrency Sentiment Analysis

Applied Artificial Intelligence

Gül Cihan Habek

Mansur Alp Toçoğlu

Aytuğ Onan

2022/12/31

Resnet based Deep Gated Recurrent Unit for Image Captioning on Smartphone

Avrupa Bilim ve Teknoloji Dergisi

USLU Betül

Özkan ÇAYLI

Volkan Kiliç

ONAN Aytuğ

2022

Synchrosqueezing Transform and Non-Negative Matrix Factorization based Feature Extraction from EEG Signals for Motor Imagery Classification

Duygu Degirmenci

Mehmet Akif Ozdemir

Onan Guren

Aytug Onan

2022/10/31

Sequence-to-sequence video captioning with residual connected gated recurrent units

Avrupa Bilim ve Teknoloji Dergisi

Selman AYDIN

Özkan ÇAYLI

Volkan KILIÇ

ONAN Aytuğ

2022/4

See List of Professors in Aytuğ ONAN University(Izmir Kâtip Çelebi Üniversitesi)

Co-Authors

H-index: 47
Wenwu Wang

Wenwu Wang

University of Surrey

H-index: 21
Hasan Bulut

Hasan Bulut

Ege Üniversitesi

H-index: 19
Volkan KILIC

Volkan KILIC

University of Surrey

H-index: 18
serdar korukoğlu

serdar korukoğlu

Ege Üniversitesi

H-index: 14
Mehmet Akif Ozdemir

Mehmet Akif Ozdemir

Izmir Kâtip Çelebi Üniversitesi

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