Serpil Üstebay

Akademik Profiller

1. 1
   Enhancing Zero-Day Attack Detection in IoT Networks via Isolation Forest and Ensemble Tree ModelsELECTRICA
   2025
2. 2
   Gauss-like Logarithmic Kernel Function to improve the performance of kernel machines on the small datasetsPattern Recognition Letters
   2024
3. 3
   A comparison of machine learning algorithms in predicting COVID-19 prognosticsInternal and Emergency Medicine
   2023
4. 4
   Exploring the impact of safety culture on incident reporting: Lessons learned from machine learning analysis of NHS England staff survey and incident dataSafety Science
   2023
5. 5
   Analysis of device-free and device dependent signal filtering approaches for indoor localization based on Earth's magnetic field systemCEUR Workshop Proceedings
   2019
6. 6
   Cyber Attack Detection by Using Neural Network Approaches: Shallow Neural Network, Deep Neural Network and AutoEncoderCommunications in Computer and Information Science
   2019
7. 7
   Deep learning in indoor localization using WiFiLecture Notes in Electrical Engineering
   2019
8. 8
   Intrusion Detection System with Recursive Feature Elimination by Using Random Forest and Deep Learning ClassifierInternational Congress on Big Data, Deep Learning and Fighting Cyber Terrorism, IBIGDELFT 2018 - Proceedings
   2019
9. 9
   Performance analysis of machine learning and deep learning classification methods for indoor localization in Internet of things environmentTransactions on Emerging Telecommunications Technologies
   2019

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