Nataliia Vlasenko

According to our database, Nataliia Vlasenko authored at least 6 papers between 2018 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

Aggregate Parametric Representation of Image Structural Description in Statistical Classification Methods.

Svitlana Gadetska, Volodymyr Gorokhovatskyi, Natalya Styaglick, Nataliia Vlasenko

Proceedings of The Fifth International Workshop on Computer Modeling and Intelligent Systems (CMIS-2022), 2022

2020

An Empirical Mode Decomposition Based Method to Synthesize Ensemble Multidimensional Gaussian Neuro-Fuzzy Models in Financial Forecasting.

Alexander Vlasenko, Nataliia Vlasenko, Olena Vynokurova, Dmytro Peleshko

DSMP (Selected Papers), 2020

A Hybrid EMD - Neuro-Fuzzy Model for Financial Time Series Analysis.

Alexander Vlasenko, Yuriy Rashkevych, Nataliia Vlasenko, Dmytro Peleshko, Olena Vynokurova

Proceedings of the IEEE Third International Conference on Data Stream Mining, Processing, 2020

2019

A Novel Ensemble Neuro-Fuzzy Model for Financial Time Series Forecasting.

Alexander Vlasenko, Nataliia Vlasenko, Olena Vynokurova, Yevgeniy V. Bodyanskiy, Dmytro Peleshko

Data, 2019

2018

A Novel Neuro-Fuzzy Model for Multivariate Time-Series Prediction.

Alexander Vlasenko, Nataliia Vlasenko, Olena Vynokurova, Dmytro Peleshko

Data, 2018

A Hybrid Neuro-Fuzzy Model for Stock Market Time-Series Prediction.

Alexander Vlasenko, Olena Vynokurova, Nataliia Vlasenko, Marta Peleshko

Proceedings of the Second International Conference on Data Stream Mining & Processing, 2018