Serpil Üstebay

Intrusion Detection System with Recursive Feature Elimination by Using Random Forest and Deep Learning Classifier

Serpil Üstebay, Zeynep Turgut, Muhammed Ali Aydın · 2018 · 146 citations

Anomaly Detection, Machine Learning, Engineering +16

A comparison of machine learning algorithms in predicting COVID-19 prognostics

Serpil Üstebay, Abdurrahman Sarmış, Gülsüm Kübra Kaya et al. · Internal and Emergency Medicine · 2022 · 47 citations · Full text

Exploring the impact of safety culture on incident reporting: Lessons learned from machine learning analysis of NHS England staff survey and incident data

Gülsüm Kübra Kaya, Serpil Üstebay, Jim Nixon et al. · Safety Science · 2023 · 18 citations · Full text

Nursing, Reliability, Safety Management +15

Performance analysis of machine learning and deep learning classification methods for indoor localization in Internet of things environment

Zeynep Turgut, Serpil Üstebay, Muhammed Ali Aydın et al. · Transactions on Emerging Telecommunications Technologies · 2019 · 17 citations

Wireless Communications, Engineering, Machine Learning +25

Gauss-like Logarithmic Kernel Function to improve the performance of kernel machines on the small datasets

Betul Hicdurmaz, Serpil Üstebay · Pattern Recognition Letters · 2024 · 10 citations