Ukraine

Совместные статьи (7)

1. A hybrid explainable machine learning and deep learning framework for IoT network anomaly detection

   Ceur Workshop Proceedings · 2026 · ❝ 1

   National University "Kyiv Aviation Institute"

2. A Federated Extension of Fraudx AI for Privacy Preserving Anomaly Detection

   Sist 2026 2026 IEEE 6th International Conference on Smart Information Systems and Technologies Conference Proceedings · 2026

   Sergiy Gnatyuk, Nazerke Baisholan, Mussa Turdalyuly, Maksim Iavich, Henryk Noga, Karlygash Baisholanova

   National University "Kyiv Aviation Institute" Sergiy Gnatyuk Maksim Iavich Henryk Noga

3. Anomaly Detection in Imbalanced Datasets Using FraudX AI

   Proceedings of the IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems Technology and Applications Idaacs · 2025 · Q3 · ❝ 2

   Nazerke Baisholan, Mussa Turdalyuly, Sergiy Gnatyuk, J. Eric Dietz, Karlygash Baisholanova, Eric T. Matson

   National University "Kyiv Aviation Institute" State Scientific and Research Institute of Cybersecurity Technologies and Information Protection Sergiy Gnatyuk J. Eric Dietz Eric T. Matson

4. FraudX SimS: A Synthetic Dataset for Anomaly Detection in Payment-Card Transactions

   IEEE Access · 2025 · Q1 · ❝ 5

   Nazerke Baisholan, J. Eric Dietz, Sergiy Gnatyuk, Mussa Turdalyuly, Eric T. Matson, Karlygash Baisholanova

   National University "Kyiv Aviation Institute" State Scientific and Research Institute of Cybersecurity Technologies and Information Protection J. Eric Dietz Sergiy Gnatyuk Eric T. Matson

5. FraudX AI: An Interpretable Machine Learning Framework for Credit Card Fraud Detection on Imbalanced Datasets

   Computers · 2025 · Q1 · ❝ 39

   Nazerke Baisholan, J. Eric Dietz, Sergiy Gnatyuk, Mussa Turdalyuly, Eric T. Matson, Karlygash Baisholanova

   National University "Kyiv Aviation Institute" J. Eric Dietz Sergiy Gnatyuk Eric T. Matson

6. A Systematic Review of Machine Learning in Credit Card Fraud Detection Under Original Class Imbalance

   Computers · 2025 · Q1 · ❝ 28

   Nazerke Baisholan, J. Eric Dietz, Sergiy Gnatyuk, Mussa Turdalyuly, Eric T. Matson, Karlygash Baisholanova

   National University "Kyiv Aviation Institute" State Scientific and Research Institute of Cybersecurity Technologies and Information Protection J. Eric Dietz Sergiy Gnatyuk Eric T. Matson

7. IMPLEMENTATION OF MACHINE LEARNING TECHNIQUES TO DETECT FRAUDULENT CREDIT CARD TRANSACTIONS ON A DESIGNED DATASET

   Journal of Theoretical and Applied Information Technology · 2023 · Q4 · ❝ 6

   Baisholan, N., Turdalyuly, M., Gnatyuk, S., Baisholanova, K., Kubayev, K.

   National University "Kyiv Aviation Institute" Gnatyuk, S.