Iryna Pliss

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 30

Top Topics

Data Mining Tasks

Fuzzy Clustering

Top Venues

Publications

Alina Shafronenko, Yevgeniy V. Bodyanskiy, Iryna Pliss
Credibilistic Fuzzy Clustering Method Based on Evolutionary Approach of Crazy Wolfs in Online Mode. CMIS (2023)
Yevgeniy V. Bodyanskiy, Anastasiia Deineko, Iryna Pliss, Oleksandr Zeleniy
Adaptive Learning of Evolving Hyper Basis Function Neural Network. CMIS (2021)
Yevgeniy V. Bodyanskiy, Olha Chala, Anastasiia Deineko, Iryna Pliss
Fast Image Recognition Using Double Hyper Basis Function Neural Network and Its Combined Learning. CSIT (1) (2021)
Alina Albasova, Yevgeniy V. Bodyanskiy, Anastasiia Deineko, Iryna Pliss
2-D Neural Network Based on M-neurons and its Learning. ACIT (2021)
Alina Shafronenko, Yevgeniy V. Bodyanskiy, Iryna Pliss, Sergiy Popov
Evolving Neo-Fuzzy System for Distorted Data Online Processing. ACIT (2020)
Yevgeniy V. Bodyanskiy, Anastasiia Deineko, Iryna Pliss, Olha Chala
Probabilistic Neuro-Fuzzy System in Medical Diagnostic Task and its Lazy Learning-Selflearning. IDDM (2020)
Yevgeniy V. Bodyanskiy, Olha Chala, Iryna Pliss, Anastasiia Deineko
Adaptive Probabilistic Neural Network With Fuzzy Inference And Its Online Learning. CSIT (1) (2020)
Yevgeniy V. Bodyanskiy, Anastasiia Deineko, Iryna Pliss, Olha Chala
Adaptive Learning of Probabilistic Neural Network in Situation of Overlapping Classes in Classification Task. CSIT (2020)
Yevgeniy V. Bodyanskiy, Anastasiia Deineko, Iryna Pliss, Olha Chala, Anna Nortsova
Matrix Fuzzy-Probabilistic Neural Network in Image Recognition Task. DSMP (2020)
Yevgeniy V. Bodyanskiy, Anastasiia Deineko, Iryna Pliss, Olha Chala
Evolving Fuzzy-Probabilistic Neural Network and Its Online Learning. ACIT (2020)
Alina Shafronenko, Yevgeniy V. Bodyanskiy, Iryna Pliss, Kateryna Patlan
Fuzzy Clusterization of Distorted by Missing Observations Data Sets Using Evolutionary Optimization. ACIT (2019)
Yevgeniy V. Bodyanskiy, Olena O. Boiko, Iryna Pliss, Valentyna Volkova
2D-Deep Neural Network and Its Online Rapid Learning. IDAACS (2019)
Yevgeniy V. Bodyanskiy, Anastasiia Deineko, Iryna Pliss, Valeriia Slepanska
Formal Neuron Based on Adaptive Parametric Rectified Linear Activation Function and its Learning. DCSMart (2019)
Yevgeniy V. Bodyanskiy, Anastasiia Deineko, Iryna Pliss, Olha Chala
Online Hybrid Probabilistic-Fuzzy Clustering in Medical Data Mining Tasks. IDDM (2019)
Nonna Kulishova, Yevgeniy V. Bodyanskiy, Iryna Pliss
The Extended Generalized Neo-Fuzzy Network and Its Online Learning in Image Recognition Problem. IDAACS (2019)
Yevgeniy V. Bodyanskiy, Iryna Pliss, Daria S. Kopaliani, Olena O. Boiko
Deep 2D-Neural Network and its Fast Learning. DSMP (2018)
Yevgeniy V. Bodyanskiy, Iryna Pliss, Olena Vynokurova
The Neo-Fuzzy Autoencoder for Adaptive Deep Neural Systems and its Learning. ACIT (2018)
Iryna Pliss, Olena O. Boiko, Valentyna Volkova, Yevgeniy V. Bodyanskiy
Matrix Deep Neural Network and Its Rapid Learning in Data Science Tasks. ACIT (2018)
Yevgeniy V. Bodyanskiy, Galina Setlak, Olena Vynokurova, Iryna Pliss, Olena O. Boiko
Deep Evolving Stacking Convex Cascade Neo-Fuzzy Network and Its Rapid Learning. FedCSIS (2018)
Anastasiia O. Deineko, Polina Ye. Zhernova, Boris Gordon, Oleksandr O. Zayika, Iryna Pliss, Nelya Pabyrivska
Data Stream Online Clustering Based on Fuzzy Expectation-Maximization Approach. DSMP (2018)
Iryna Pliss, Iryna Perova
Diagnostic Neuro-Fuzzy System and Its Learning in Medical Data Mining Tasks in Conditions of Uncertainty about Numbers of Attributes and Diagnoses. Autom. Control. Comput. Sci. 51 (6) (2017)
Yevgeniy V. Bodyanskiy, Olena Vynokurova, Iryna Pliss, Dmytro Peleshko, Yuriy Rashkevych
Deep Stacking Convex Neuro-Fuzzy System and Its On-line Learning. DepCoS-RELCOMEX (2017)
Galina Setlak, Yevgeniy V. Bodyanskiy, Iryna Pliss, Olena Vynokurova, Dmytro Peleshko, Illya Kobylin
Adaptive Fuzzy Clustering of Multivariate Short Time Series with Unevenly Distributed Observations Based on Matrix Neuro-Fuzzy Self-organizing Network. EUSFLAT/IWIFSGN (3) (2017)
Yevgeniy V. Bodyanskiy, Olena Vynokurova, Iryna Pliss, Dmytro Peleshko, Yuriy Rashkevych
Hybrid Generalized Additive Wavelet-Neuro-Fuzzy-System and Its Adaptive Learning. DepCoS-RELCOMEX (2016)
Galina Setlak, Yevgeniy V. Bodyanskiy, Olena Vynokurova, Iryna Pliss
Deep Evolving GMDH-SVM-Neural Network and its Learning for Data Mining Tasks. FedCSIS (2016)
Yevgeniy V. Bodyanskiy, Artem Dolotov, Iryna Pliss, Mykola Malyar
A fast learning algorithm of self-learning spiking neural network. DSMP (2016)
Iryna Perova, Iryna Pliss, Gennadiy Churyumov, Franklin M. Eze, Samer Mohamed Kanaan Mahmoud
Neo-fuzzy approach for medical diagnostics tasks in online-mode. DSMP (2016)
Yevgeniy V. Bodyanskiy, Olena Vynokurova, Iryna Pliss, Galina Setlak, Pavlo Mulesa
Fast learning algorithm for deep evolving GMDH-SVM neural network in data stream mining tasks. DSMP (2016)
Yevgeniy V. Bodyanskiy, Olena Vynokurova, Galina Setlak, Iryna Pliss
Hybrid neuro-neo-fuzzy system and its adaptive learning algorithm. CSIT (2015)
Anastasiia Deineko, Yana V. Kutsenko, Iryna Pliss, Maksym Shalamov
Kernel evolving neural networks for sequential principal component analysis and its adaptive learning algorithm. CSIT (2015)