Ukraine

Совместные статьи (17)

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. Hybrid Neural Architectures Combining Convolutional and Recurrent Networks for the Early Detection of Retinal Pathologies

   Engineering Technology and Applied Science Research · 2025 · Q2 · ❝ 7

   Kyiv National University of Construction and Architecture National Pirogov Memorial Medical University, Vinnytsya Vinnytsia National Technical University

4. Detection of Diabetic Retinopathy Based On Machine Learning

   Proceedings of SPIE the International Society for Optical Engineering · 2025

   Military Medical Clinical Center of the Central Region National Pirogov Memorial Medical University, Vinnytsya Vinnytsia National Technical University

5. Development of a mobile application for testing fine motor skills disorders

   Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska · 2025 · Q3

   Marko Andrushchenko, Karina Selivanova, Oleg Avrunin, Alla Kraievska, Orken Mamyrbayev, Kymbat Momynzhanova

   Kharkiv National University of Radio Electronics Vinnytsia National Technical University Marko Andrushchenko Karina Selivanova Oleg Avrunin Alla Kraievska Orken Mamyrbayev Kymbat Momynzhanova

6. 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

7. 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

8. 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

9. 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

10. Increasing the reliability of diagnosis of diabetic retinopathy based on machine learning

    Eastern-European Journal of Enterprise Technologies · 2024 · Q2 · ❝ 6

    Orken Mamyrbayev, Sergii Pavlov, Oleksandr Karas, Yosip Saldan, Kymbat Momynzhanova, Sholpan Zhumagulova

    National Pirogov Memorial Medical University, Vinnytsya Vinnytsia National Technical University Orken Mamyrbayev Sergii Pavlov Oleksandr Karas Yosip Saldan Kymbat Momynzhanova Sholpan Zhumagulova

11. Optical and Electronic Expert System for Diagnosing Eye Pathology in Glaucoma

    Applied Sciences · 2024 · Q1 · ❝ 4

    Orken Mamyrbayev, Sergii Pavlov, Yosip Saldan, Kymbat Momynzhanova, Sholpan Zhumagulova

    National Pirogov Memorial Medical University, Vinnytsya Vinnytsia National Technical University Orken Mamyrbayev Sergii Pavlov Yosip Saldan Kymbat Momynzhanova Sholpan Zhumagulova

12. DEVELOPMENT OF AN EXPERT SYSTEM BASED ON FUZZY LOGIC FOR EARLY DIAGNOSIS OF GLAUCOMA

    Herald of the Kazakh-British technical university · 2024 · Q4 · ❝ 2

    O. Zh. Mamyrbayev, S. V. Pavlov, K. R. Momynzhanova

    Vinnytsia National Technical University O. Zh. Mamyrbayev S. V. Pavlov K. R. Momynzhanova

13. Optical method of investigating eye diseases and system for diagnosing diabetic retinopathy

    Proceedings of SPIE the International Society for Optical Engineering · 2023

    National Pirogov Memorial Medical University, Vinnytsya Vinnytsia Mykhailo Kotsiubynskyi State Pedagogical University Vinnytsia National Technical University

14. Preface

    Journal of Physics Conference Series · 2023 · Q3 · ❝ 2

    G. V. Kurdyumov Institute for Metal Physics, National Academy of Sciences of Ukraine Kyiv National University of Construction and Architecture

15. 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.

16. The Procedure of Adapting the Design Parameters of the Convolutional Neural Network During the Speaker's Emotions Recognition

    Sist 2022 2022 International Conference on Smart Information Systems and Technologies Proceedings · 2022

    Tereikovskyi, I., Mussiraliyeva, S., Tereikovska, L., Chernyshev, D., Nyussupov, A., Abaiuly, Y.

    Kyiv National University of Construction and Architecture National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute” Tereikovskyi, I. Mussiraliyeva, S. Tereikovska, L. Chernyshev, D. Nyussupov, A.

17. User Keystroke Authentication and Recognition of Emotions Based on Convolutional Neural Network

    Advances in Intelligent Systems and Computing · 2020 · ❝ 5

    Ihor Tereikovskyi, Liudmyla Tereikovska, Oleksandr Korystin, Shynar Mussiraliyeva, Aizhan Sambetbayeva

    Kyiv National University of Construction and Architecture Ministry of Internal Affairs of Ukraine National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute” Ihor Tereikovskyi Liudmyla Tereikovska Oleksandr Korystin Shynar Mussiraliyeva