Sergiy Popov

According to our database, Sergiy Popov authored at least 19 papers between 2003 and 2025.

Collaborative distances:

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

2025

Adaptive Online Bagging using the Cascade Approach.

Sergiy Popov, Iryna Pliss, Oleh Zolotukhin, Maryna Kudryavtseva

Proceedings of the 5th International Workshop of IT-professionals on Artificial Intelligence, 2025

Adaptive neo-fuzzy bagging metamodel and its fast learning.

Yevgeniy V. Bodyanskiy, Ivan Izonin, Iryna Pliss, Olha Chala, Sergiy Popov

Proceedings of the Intelligent Systems Workshop at 9th International Conference on Computational Linguistics and Intelligent Systems, 2025

A Modified Neuro-fuzzy Counterpropagation Network and Its Fast Adaptive Learning.

Sergiy Popov, Iryna Pliss, Olha Chala, Olexii Holovin

Proceedings of The Eighth International Workshop on Computer Modeling and Intelligent Systems, 2025

Multidimensional cascade bagging metamodel and its online learning.

Sergiy Popov, Iryna Pliss, Yevgeniy V. Bodyanskiy

Proceedings of the International Workshop on Applied Intelligent Security Systems in Law Enforcement (AISSLE-2025), 2025

Adaptive Online Bagging Using Double Neo-Fuzzy Neuron.

Yevgeniy V. Bodyanskiy, Sergiy Popov, Iryna Pliss, Olha Chala, Pavlo Mulesa

Proceedings of the 15th International Conference on Advanced Computer Information Technologies, 2025

2024

Fuzzy Online Bagging Using Adaptive F-transform.

Sergiy Popov, Iryna Pliss, Olexii Holovin, Oleh Zolotukhin, Larysa Chala

Proceedings of the 4th International Workshop of IT-professionals on Artificial Intelligence, 2024

Weighted Shifted S-shaped Activation Functions.

Sergiy Popov, Dmytro Pikhulya

Proceedings of the 4th International Workshop of IT-professionals on Artificial Intelligence, 2024

Adaptive Bagging of Hybrid Systems of Computational Intelligence Using Metamodel Online Optimal Learning.

Yevgeniy V. Bodyanskiy, Olha Chala, Iryna Pliss, Sergiy Popov

Proceedings of the Lecture Notes in Data Engineering, Computational Intelligence, and Decision-Making, Volume 2, 2024

2022

Simple Neuro-Fuzzy System with Combined Learning for Pattern Recognition under Conditions of Short Training Set in Medical Diagnostics Tasks.

Yevgeniy V. Bodyanskiy, Olha Chala, Ivan Izonin, Sergiy Popov

Proceedings of the 5th International Conference on Informatics & Data-Driven Medicine, Lyon, France, November 18, 2022

Adaptive Least-Squares Support Vector Machine and its Combined Learning-Selflearning in Image Recognition Task.

Yevgeniy V. Bodyanskiy, Sergiy Popov, Filip Brodetskyi, Olha Chala

Proceedings of the 17th IEEE International Conference on Computer Sciences and Information Technologies, 2022

2020

Adaptive Matrix Model for a Crime Forecasting Task.

Dmytro Uzlov, Sergiy Popov, Oleksii Vlasov, Yevgeniy V. Bodyanskiy

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

Evolving Neo-Fuzzy System for Distorted Data Online Processing.

Alina Shafronenko, Yevgeniy V. Bodyanskiy, Iryna Pliss, Sergiy Popov

Proceedings of the 10th International Conference on Advanced Computer Information Technologies, 2020

2009

Function Decomposition Network.

Yevgeniy V. Bodyanskiy, Sergiy Popov, Mykola Titov

Proceedings of the Artificial Neural Networks, 2009

2008

Multilayer Neuro-fuzzy Network for Short Term Electric Load Forecasting.

Yevgeniy V. Bodyanskiy, Sergiy Popov, Taras Rybalchenko

Proceedings of the Computer Science, 2008

Robust Learning Algorithm for Networks of Neuro-Fuzzy Units.

Yevgeniy V. Bodyanskiy, Sergiy Popov, Mykola Titov

Proceedings of the Innovations and Advances in Computer Sciences and Engineering, 2008

2006

Neural network approach to forecasting of quasiperiodic financial time series.

Yevgeniy V. Bodyanskiy, Sergiy Popov

Eur. J. Oper. Res., 2006

Nonlinear Visualization of Incomplete Data Sets.

Sergiy Popov

Proceedings of the Computer Science, 2006

2004

Fuzzy Selection Mechanism for Multimodel Prediction.

Yevgeniy V. Bodyanskiy, Sergiy Popov

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004

2003

An Optimal Algorithm for Combining Multivariate Forecasts in Hybrid Systems.

Yevgeniy V. Bodyanskiy, Peter Otto, Irina Pliss, Sergiy Popov

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003