Olha Chala

According to our database, Olha Chala authored at least 19 papers between 2018 and 2024.

Collaborative distances:

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

2024

Ontologically supported case-based reasoning for decision making in humanitarian response processes.

Olha Chala, Tetiana Bilova, Viktoriia Dyomina, Iryna Pobizhenko, Tetiana Domina

Proceedings of the Modern Data Science Technologies Workshop (MoDaST-2024), Lviv, Ukraine, 2024

Probabilistic Neuro-Fuzzy System Based on Greed Partitioning Input Space and It's Fast Combined Learning.

Olha Chala, Anatoliy Sachenko, Yevgeniy V. Bodyanskiy, Leonid Bytsyura, Agnieszka Molga

Proceedings of the 12th IEEE International Conference on Intelligent Systems, 2024

Neuro-Fuzzy System with Adaptive Membership-Activation Functions for Pattern Recognition.

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

Proceedings of the 14th International Conference on Advanced Computer Information Technologies, 2024

2023

An improved ANN-based global-local approximation for small medical data analysis.

Ivan Izonin, Roman Tkachenko, Roman Bliakhar, Michal Kovác, Yevgeniy V. Bodyanskiy, Olha Chala

EAI Endorsed Trans. Pervasive Health Technol., 2023

Matrix Hyper-Basis Function Neural Network and Its Online Learning.

Olha Chala, Yevgeniy V. Bodyanskiy, Anatoliy Sachenko, Maciej Dobrowolski

Proceedings of the 12th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2023

Representation of Knowledge by Temporal Cases in Humanitarian Response.

Viktoriia Dyomina, Tetiana Bilova, Iryna Pobizhenko, Olha Chala, Tetiana Domina

Proceedings of the 7th International Conference on Computational Linguistics and Intelligent Systems. Volume III: Intelligent Systems Workshop, 2023

Stacking Neuro-Neo-Fuzzy System for Pattern Recognition and Its Online Learning.

Yevgeniy V. Bodyanskiy, Olha Chala

Proceedings of the 13th International Conference on Advanced Computer Information Technologies, 2023

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

2021

Neo-Fuzzy System With Special Type Membership Functions Adaptation and Fast Tuning Of Synaptic Weights In Emotion Recognition Task.

Yevgeniy V. Bodyanskiy, Nonna Kulishova, Olha Chala

Proceedings of the II International Scientific Symposium "Intelligent Solutions" (IntSol-2021), 2021

Generalized Neo-Fuzzy-Neuron with Membership Functions of Special Type in Medical Diagnostics.

Yevgeniy V. Bodyanskiy, Olha Chala

Proceedings of the 4th International Conference on Informatics & Data-Driven Medicine, Valencia, Spain, November 19, 2021

Fast Image Recognition Using Double Hyper Basis Function Neural Network and Its Combined Learning.

Yevgeniy V. Bodyanskiy, Olha Chala, Anastasiia O. Deineko, Iryna Pliss

Proceedings of the IEEE 16th International Conference on Computer Sciences and Information Technologies, 2021

2020

Probabilistic Neuro-Fuzzy System in Medical Diagnostic Task and its Lazy Learning-Selflearning.

Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Iryna Pliss, Olha Chala

Proceedings of the 3rd International Conference on Informatics & Data-Driven Medicine, Växjö, Sweden, November 19, 2020

Matrix Fuzzy-Probabilistic Neural Network in Image Recognition Task.

Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Iryna Pliss, Olha Chala, Anna Nortsova

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

Adaptive Learning of Probabilistic Neural Network in Situation of Overlapping Classes in Classification Task.

Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Iryna Pliss, Olha Chala

Proceedings of the Advances in Intelligent Systems and Computing V, 2020

Adaptive Probabilistic Neural Network With Fuzzy Inference And Its Online Learning.

Yevgeniy V. Bodyanskiy, Olha Chala, Iryna Pliss, Anastasiia O. Deineko

Proceedings of the IEEE 15th International Conference on Computer Sciences and Information Technologies, 2020

Evolving Fuzzy-Probabilistic Neural Network and Its Online Learning.

Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Iryna Pliss, Olha Chala

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

2019

Online Hybrid Probabilistic-Fuzzy Clustering in Medical Data Mining Tasks.

Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Iryna Pliss, Olha Chala

Proceedings of the 2nd International Workshop on Informatics & Data-Driven Medicine (IDDM 2019), 2019

2018

The Extended Multidimensional Neo-Fuzzy System and Its Fast Learning in Pattern Recognition Tasks.

Yevgeniy V. Bodyanskiy, Nonna Kulishova, Olha Chala

Data, 2018