Erdal Kılıç

Ondokuz Mayıs University — Turkey

Computer Science · Physical Sciences

18h-index1.3kcitations137works2.22yr avg
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Research Topics

Network Security and Intrusion Detection(17), Fault Detection and Control Systems(14), Advanced Malware Detection Techniques(14), Stock Market Forecasting Methods(12), Machine Fault Diagnosis Techniques(10)

Publications135 total

YENİLENEBİLİR ENERJİ DESTEKLİ ÇİFT YÖNLÜ ELEKTRİKLİ ARAÇ ŞARJ SİSTEMİNİN SİMÜLASYON TABANLI TASARIMI VE ANALİZİ
Uluslararası Batı Karadeniz Mühendislik ve Fen Bilimleri Dergisi·2025Open Access
A literature review on disease detection with automated machine learning
PeerJ Computer Science·2025Open Access
2LE-BO-DeepTrade: an integrated deep learning framework for stock price prediction
PeerJ Computer Science·2025Open Access
Aspect-Based Sentiment Analysis of Clothing Product Reviews by Transformer Models
2025
EfficientFER: EfficientNetv2 Based Deep Learning Approach for Facial Expression Recognition
2025· 2 cited
Real-Time Forecast of BIST100 Index Under Market Volatility and Uncertainty
Computational Economics·2025Open Access
A Study on Enhancing Low-Resource Turkish-English Neural Machine Translation Using Part of Speech Tags
Engineering cyber-physical systems and critical infrastructures·2025· 1 cited
Improving Low-Resource Kazakh-English and Turkish-English Neural Machine Translation Using Transfer Learning and Part of Speech Tags
IEEE Access·2025· 2 citedOpen Access
Using Kolmogorov–Arnold Networks in Transformer Model: A Study on Low-Resource Neural Machine Translation
IEEE Access·2025· 1 citedOpen Access
The Effect of Feature Selection on Stock Market Index Prediction
Engineering cyber-physical systems and critical infrastructures·2025
Turkish Optical Character Recognition Under the Lens: A Systematic Review of Language-Specific Challenges, Dataset Scarcity, and Open-Source Limitations
IEEE Access·2025Open Access
Analyzing the critical steps in deep learning-based stock forecasting: a literature review
PeerJ Computer Science·2024· 6 citedOpen Access
KTUCengAudioForgerySet: A new Audio Copy-Move Forgery Dataset
2024· 3 cited
Multi level perspectives in stock price forecasting: ICE2DE-MDL
PeerJ Computer Science·2024· 10 citedOpen Access
EMG Verilerinin Sınıflandırılmasında PCA Boyut İndirgeme Tekniğinin Etkisinin İncelenmesi Investigating the Effect of PCA Dimension Reduction Technique in Classifying EMG Data
2024· 1 cited
Review of Hierarchical Transfer Learning Architecture in Low-Resource Machine Translation
2024
A new denoising approach based on mode decomposition applied to the stock market time series: 2LE-CEEMDAN
PeerJ Computer Science·2024· 10 citedOpen Access
A Systematic Survey of Machine Learning and Deep Learning Models Used in Industrial Internet of Things Security
MANAS Journal of Engineering·2024· 4 citedOpen Access
The Importance of Labeling and Noise on The Trading Strategy
2023
Collecting Health Information with LoRa Technology
Engineering cyber-physical systems and critical infrastructures·2023
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Frequent Co-authors

Durmuş Özkan Şahi̇n(14), Sedat Akleylek(11), Oğuz Emre Kural(8), Zinnet Duygu Akşehır(6), Okan Özgönenel(6), Feza Geyikçi(4), Semra Çoruh(4), Sermin Elevli(3), Deniz Bingöl(3), Merve Hercan(3), Ersin Enes Eryılmaz(3), Kemal Leblebi̇ci̇oğlu(3), Emre Gürbüz(2), Erdem Alkım(2), İlker Hüseyin Çelen(2), Mehmet Recai Durgut(2), Ceyda Aksaç(2), Ali Ekber Ozdemir(2), Çağlar Karasu(2), Nurullah Ateş(2)