Esra Kavalcı Yılmaz

Sivas Bilim ve Teknoloji Üniversitesi

Agricultural and Biological Sciences · Life Sciences

5h-index89citations11works4.42yr avg
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Research Topics

Smart Agriculture and AI(5), Spectroscopy and Chemometric Analyses(5), Network Security and Intrusion Detection(3), Advanced Malware Detection Techniques(2), Food Supply Chain Traceability(2)

Publications11 total

Advanced Android Malware Detection: Merging Deep Learning and XGBoost Techniques
Bilişim Teknolojileri Dergisi·2025· 3 citedOpen Access
Classification of Grapevine Leaf Types with Vision Transformer Architecture
Cumhuriyet Science Journal·2024· 1 citedOpen Access
Impact of optimizers functions on detection of Melanoma using transfer learning architectures
Multimedia Tools and Applications·2024· 3 citedOpen Access
Performance of vision transformer and swin transformer models for lemon quality classification in fruit juice factories
European Food Research and Technology·2024· 11 citedOpen Access
A Comparative Analysis of Deep Learning Parameters for Enhanced Detection of Yellow Rust in Wheat
Uluslararası mühendislik araştırma ve geliştirme dergisi·2024· 4 citedOpen Access
Hyperparameter Tunning and Feature Selection Methods for Malware Detection
Journal of Polytechnic·2023· 9 citedOpen Access
Achieving High Accuracy in Lemon Quality Classification: A Comparative Study of Deep Learning and Transformer Models
Research Square (Research Square)·2023Open Access
SENTIMENT ANALYSIS BASED ON MACHINE LEARNING METHODS ON TWITTER DATA USING oneAPI
International Conference on Contemporary Academic Research·2023· 5 citedOpen Access
Classification of lemon quality using hybrid model based on Stacked AutoEncoder and convolutional neural network
European Food Research and Technology·2023· 17 cited
SUST-DDD: A Real-Drive Dataset for Driver Drowsiness Detection
SHILAP Revista de lepidopterología·2022· 5 citedOpen Access
Automated evaluation of Cr-III coated parts using Mask RCNN and ML methods
Surface and Coatings Technology·2021· 31 cited

Frequent Co-authors

Kemal Adem(7), Serhat Kılıçarslan(2), Hatice Aktaş Aydın(2), Sezer Dümen(2), Erdinç Avaroğlu(2), Halit Bakır(2), Ramazan Katırcı(1), Oğuz Kaynar(1), Metin Zontul(1), Fatih Şengül(1), M. Ali Akçayol(1), Fatih Ölmez(1), Kübra Çelik(1), Rezan Bakır(1), Hatice Aktas-Aydin(1)