Nejat Yumuşak

Sakarya University — Turkey

Engineering · Physical Sciences

19h-index1.5kcitations90works3.62yr avg
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Research Topics

Energy Load and Power Forecasting(12), Advanced Chemical Sensor Technologies(11), Metaheuristic Optimization Algorithms Research(8), Artificial Intelligence in Healthcare(8), Neural Networks and Applications(7)

Publications90 total

Comparative Analysis of Electric and Chemical Propulsion Effects on Fixed Antenna Pointing Stability in GEO Satellites
International Journal of Satellite Communications and Networking·2025
Improvement of Wild Horse Optimizer Algorithm with Random Walk Strategy (IWHO), and Appointment as MLP Supervisor for Solving Energy Efficiency Problem
Energies·2025· 1 citedOpen Access
A case study of gray-box fuzzing with byte- and tree-level mutation strategies in XML-based applications for exposing security vulnerabilities
TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES·2025· 1 citedOpen Access
A Novel Spaceborne Antenna Repositioning Method for Reliable Communication in Inclined Satellites
International Journal of Satellite Communications and Networking·2025· 2 citedOpen Access
Utilizing Footstep Sound Event Detection by Using CNN Techniques for Assuring Property Security
IEEE Access·2025Open Access
Applying the Delphi Method to Assess Critical Success Factors of Digitalization While Sustaining Lean at a Lean Automaker
Sustainability·2024· 7 citedOpen Access
StackGridCov: a robust stacking ensemble learning-based model integrated with GridSearchCV hyperparameter tuning technique for mutation prediction of COVID-19 virus
Neural Computing and Applications·2024· 8 cited
COVID-19 virus mutation prediction with LSTM and attention mechanisms
The Computer Journal·2024· 4 cited
TfrAdmCov: a robust transformer encoder based model with Adam optimizer algorithm for COVID-19 mutation prediction
Connection Science·2024· 10 citedOpen Access
Detection of gastrointestinal anomalies with a deep learning-based ensemble classifier approach
Pamukkale University Journal of Engineering Sciences·2024· 3 citedOpen Access
Classification of T-ALL, B-ALL and T-LL Malignancies Using Adaptive Network-Based Fuzzy Inference System Approach Combined with Nature-Inspired Optimization on Microarray Dataset
Afyon Kocatepe University Journal of Sciences and Engineering·2023Open Access
DETECTION OF EXON AND INTRON REGIONS IN DNA SEQUENCES BY THE PROPOSED HASHING FUNCTION
Journal of Scientific Reports-A·2023Open Access
Classification of Exon and Intron Regions on DNA Sequences with Hybrid Use of SBERT and ANFIS Approaches
Journal of Polytechnic·2023· 8 citedOpen Access
Mikrodizi veri kümesindeki ALL, AML ve MLL lösemi türlerine ilişkin gen anomalilerinin LSTM sinir ağı ile sınıflandırılması
Gazi Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi·2023· 4 citedOpen Access
Classification of acute leukaemias with a hybrid use of feature selection algorithms and deep learning-based architectures
Pamukkale University Journal of Engineering Sciences·2023Open Access
Lösemi hastalığının temel türlerinden ALL ve KML malignitelerinin grafik sinir ağları ve bulanık mantık algoritması ile sınıflandırılması
Gazi Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi·2022· 3 citedOpen Access
Early Detection of ALL Disease Using YOLOv4 Algorithm on Peripheral Blood Smear Images
2022 Innovations in Intelligent Systems and Applications Conference (ASYU)·2022· 2 cited
DNA genom dizilimi üzerinde dijital sinyal işleme teknikleri kullanılarak elde edilen ekson ve intron bölgelerinin EfficientNetB7 mimarisi ile sınıflandırılması
Gazi Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi·2022· 8 citedOpen Access
Deep And Machine Learning Towards Pneumonia And Asthma Detection
2021 International Conference on Innovation and Intelligence for Informatics, Computing, and Technologies (3ICT)·2021· 15 cited
Yapay Zekâ ve COVID-19
Türkiye Klinikleri COVID - 19·2021
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Frequent Co-authors

Feyzullah Temurtaş(13), Mustafa Akpınar(10), Hasan Temurtaş(9), M. Fatih Adak(8), Hasan Makas(4), Orhan Er(3), Rüştü Güntürkün(3), Amani Yahyaoui(3), Mehmet Burukanlı(3), Fatma Akalın(3), Zeki Erdem(2), Robi Polikar(2), Fikret Gürgen(2), Okan Erkaymaz(2), Mahmut Özer(2), Cihat Taşaltın(2), Zafer Ziya Öztürk(2), O. Çerezci(2), Erhan Elveren(1), Peter A. Lieberzeit(1)