Nataliia Kuznietsova

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 14

Top Topics

Incomplete Data

Customer Segmentation

Risk Management

Data Mining Methods

Top Venues

Publications

Nataliia Kuznietsova, Serhii Smirnov
Application of Vision Transformers and 3D Convolutional Neural Networks for Sign Language Cluster Recognition. CMIS (2023)
Nataliia Kuznietsova, Oleksii Shevchuk
Computer Modelling and Investigation of Investment Portfolios. ICST (2023)
Nataliia Kuznietsova, Eduard Bateiko
Analysis and Development of Mathematical Models for Assessing Investment Risks in Financial Markets. ITS (2022)
Nataliia Kuznietsova, Petro Bidyuk, Anastasiia Kulinich
Data Mining Methods for Evaluation and Forecasting the Mobile Internet Traffic in Roaming. CMIS (2021)
Nataliia Kuznietsova, Petro Bidyuk, Maryna Kuznietsova, Jules Lepretre
Machine Learning Techniques for Fault-tolerance Analysis and Forecasting. ITS (2021)
Nataliia Kuznietsova, Peter Bidyuk, Maryna Kuznietsova
Data Mining Methods, Models and Solutions for Big Data Cases in Telecommunication Industry. ISDMCI (2021)
Nataliia Kuznietsova, Rémi Amoroso
An Approach to Green Financial Credit Risks Modeling. ITS (2021)
Nataliia Kuznietsova, Peter Bidyuk
Intelligence Information Technologies for Financial Data Processing in Risk Management. DSMP (2020)
Nataliia Kuznietsova, Petro Bidyuk
Adaptive Approach to Building Risk Models of Financial Systems. ITS (2020)
Peter Bidyuk, Aleksandr Gozhyj, Yoshio Matsuki, Nataliia Kuznietsova
Modeling and Forecasting Economic and Financial Processes Using Combined Adaptive Models. ISDMCI (2020)
Józef Korbicz, Petro Bidyuk, Nataliia Kuznietsova, Arsenii Kroptya, Oleksandr Terentiev, Tetyana Prosiankina-Zharova
Multivariate Distribution Model for Financial Risks Management. ICST (2020)
Nataliia Kuznietsova, Petro Bidyuk
Heteroskedasticity Models for Financial Processes Modelling and Forecasting. DSMP (2020)
Mariia Havrylovych, Nataliia Kuznietsova
Survival analysis methods for churn prevention in telecommunications industry. ITS (2019)
Nataliia Kuznietsova
Analytical Technologies for Clients' Preferences Analyzing with Incomplete Data Recovering. ITS (2018)