Murat Aydoğan

Fırat University — Turkey

Computer Science · Physical Sciences

8h-index258citations24works3.92yr avg
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Research Topics

Topic Modeling(8), Natural Language Processing Techniques(5), Advanced Text Analysis Techniques(5), Sentiment Analysis and Opinion Mining(4), Text and Document Classification Technologies(3)

Publications24 total

Towards Explainable AI in Agentic Retrieval-Augmented Generation: A Systematic Review
2025
Evaluating AI-powered predictive solutions for MRI in lumbar spinal stenosis: a systematic review
Artificial Intelligence Review·2025· 3 citedOpen Access
Performance Evaluation of Transformer-Based Pre-Trained Language Models for Turkish Question-Answering
Black Sea Journal of Engineering and Science·2025Open Access
Comparison of Transformer-Based Turkish Models for Question-Answering Task
Balkan Journal of Electrical and Computer Engineering·2025· 4 citedOpen Access
Smart Solutions for Mega-Cities: Utilizing Long Short-Term Memory and Multi-Head Attention in Parking Prediction
ISPRS International Journal of Geo-Information·2024· 3 citedOpen Access
Developing Question-Answering Models in Low-Resource Languages: A Case Study on Turkish Medical Texts Using Transformer-Based Approaches
2024· 6 cited
NLP in FinTech: Developing a Lightweight Text-to-Chart Application for Financial Analysis
2024· 2 cited
Comparison of Explainable Artificial Intelligence Model and Radiologist Review Performances to Detect Breast Cancer in 752 Patients
Journal of Ultrasound in Medicine·2024· 13 citedOpen Access
Türkçe Duygu Sınıflandırma İçin Transformers Tabanlı Mimarilerin Karşılaştırılmalı Analizi
Computer Science·2023· 10 citedOpen Access
A hybrid deep neural network‐based automated diagnosis system using x‐ray images and clinical findings
International Journal of Imaging Systems and Technology·2023· 6 cited
An Explainable Deep Learning Model to Prediction Dental Caries Using Panoramic Radiograph Images
Diagnostics·2023· 87 citedOpen Access
Smart Solutions for Mega-Cities: Utilizing Lstm and Mha in Parking Prediction
SSRN Electronic Journal·2023Open Access
Automatic semantic segmentation for dental restorations in panoramic radiography images using <scp>U‐Net</scp> model
International Journal of Imaging Systems and Technology·2022· 18 cited
TRSAv1: A new benchmark dataset for classifying user reviews on Turkish e-commerce websites
Journal of Information Science·2022· 15 cited
An Artificial Intelligence Application in Health Developed on Covid-19 Documents
Journal of Health, Medicine and Nursing·2020· 1 citedOpen Access
Kelime Gömmelerini Kullanarak Türkçe Dili İçin Sözlük Metodu ile Yazım Düzeltme
European Journal of Science and Technology·2020· 3 citedOpen Access
DUYGU ANALİZİ TABANLI YENİ BİR HİBRİT TAVSİYECİ SİSTEM
Euroasia Journal of Mathematics Engineering Natural and Medical Sciences·2020· 2 citedOpen Access
KRİPTOLOJİ VE STEGANOGRAFİ TEKNİKLERİ İLE GELİŞTİRİLMİŞ BİR BİLGİ GÜVENLİĞİ UYGU
Euroasia Journal of Mathematics Engineering Natural and Medical Sciences·2020Open Access
Improving the accuracy using pre-trained word embeddings on deep neural networks for Turkish text classification
Physica A Statistical Mechanics and its Applications·2019· 56 cited
Turkish Text Classification with Machine Learning and Transfer Learning
2019 International Artificial Intelligence and Data Processing Symposium (IDAP)·2019· 9 cited
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Frequent Co-authors

Ali Karcı(5), Oğuzhan KATAR(3), Özal Yıldırım(3), Faruk Öztekin(2), Ferhat Sadak(2), Tuba Talo Yıldırım(2), U. Rajendra Acharya(2), Muhammed Talo(2), Mehmet Arzu(2), Mert İncidelen(2), Hasan Kemik(2), Mugahed A. Al–antari(2), Mukhlis Raza(2), Yeong Hyeon Gu(2), Muhammed Yıldırım(1), Hakan Çakar(1), Zeynep Özpolat(1), Oliver Faust(1), Paweł Pławiak(1), Murat Karabatak(1)