Iryna Pliss - RankMe

40 papers C 5Misc 3Journal 2Unranked 30

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Modified Neuro-fuzzy Counterpropagation Network and Its Fast Adaptive Learning. CMIS Sergiy Popov, Iryna Pliss, Olha Chala, Olexii Holovin
2025	—	`conf`	Adaptive Online Bagging Using Double Neo-Fuzzy Neuron. ACIT Yevgeniy V. Bodyanskiy, Sergiy Popov, Iryna Pliss, Olha Chala, Pavlo Mulesa
2025	—	`conf`	Adaptive Online Bagging using the Cascade Approach. ProfIT AI Sergiy Popov, Iryna Pliss, Oleh Zolotukhin, Maryna Kudryavtseva
2025	—	`conf`	Adaptive neo-fuzzy bagging metamodel and its fast learning. ISW-CoLInS Yevgeniy V. Bodyanskiy, Ivan Izonin, Iryna Pliss, Olha Chala, Sergiy Popov
2024	—	`conf`	Adaptive Bagging of Hybrid Systems of Computational Intelligence Using Metamodel Online Optimal Learning. ISDMCI (2) Yevgeniy V. Bodyanskiy, Olha Chala, Iryna Pliss, Sergiy Popov
2024	—	`conf`	An Approach Towards Reducing Training Time of the Input Doubling Method via Clustering for Middle-Sized Data Analysis. FNC/MobiSPC/SEIT Ivan Izonin, Roman Tkachenko, Kyrylo Yemets, Michal Gregus, Yevhen Tomashy, Iryna Pliss
2024	C	`conf`	Artificial Intelligence in Medicine: Small Data Approach. IDDM Ivan Izonin, Roman Tkachenko, Iryna Pliss, Yaroslav Tolstyak, Kyrylo Yemets, Olha Chala, Myroslav Havryliuk, Stéphane Chrétien
2024	J	`jnl`	Enhanced Input-Doubling Method Leveraging Response Surface Linearization to Improve Classification Accuracy in Small Medical Data Processing. Comput. Ivan Izonin, Roman Tkachenko, Pavlo Yendyk, Iryna Pliss, Yevgeniy V. Bodyanskiy, Michal Gregus
2024	—	`conf`	Fuzzy Online Bagging Using Adaptive F-transform. ProfIT AI Sergiy Popov, Iryna Pliss, Olexii Holovin, Oleh Zolotukhin, Larysa Chala
2024	—	`conf`	Neuro-Fuzzy System with Adaptive Membership-Activation Functions for Pattern Recognition. ACIT Olha Chala, Ivan Izonin, Iryna Pliss, Yevgeniy V. Bodyanskiy
2023	—	`conf`	Credibilistic Fuzzy Clustering Method Based on Evolutionary Approach of Crazy Wolfs in Online Mode. CMIS Alina Shafronenko, Yevgeniy V. Bodyanskiy, Iryna Pliss
2021	—	`conf`	2-D Neural Network Based on M-neurons and its Learning. ACIT Alina Albasova, Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Iryna Pliss
2021	—	`conf`	Adaptive Learning of Evolving Hyper Basis Function Neural Network. CMIS Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Iryna Pliss, Oleksandr Zeleniy
2021	—	`conf`	Fast Image Recognition Using Double Hyper Basis Function Neural Network and Its Combined Learning. CSIT (1) Yevgeniy V. Bodyanskiy, Olha Chala, Anastasiia O. Deineko, Iryna Pliss
2020	Misc	`conf`	Adaptive Learning of Probabilistic Neural Network in Situation of Overlapping Classes in Classification Task. CSIT Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Iryna Pliss, Olha Chala
2020	—	`conf`	Adaptive Probabilistic Neural Network With Fuzzy Inference And Its Online Learning. CSIT (1) Yevgeniy V. Bodyanskiy, Olha Chala, Iryna Pliss, Anastasiia O. Deineko
2020	—	`conf`	Evolving Fuzzy-Probabilistic Neural Network and Its Online Learning. ACIT Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Iryna Pliss, Olha Chala
2020	—	`conf`	Evolving Neo-Fuzzy System for Distorted Data Online Processing. ACIT Alina Shafronenko, Yevgeniy V. Bodyanskiy, Iryna Pliss, Sergiy Popov
2020	—	`conf`	Matrix Fuzzy-Probabilistic Neural Network in Image Recognition Task. DSMP Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Iryna Pliss, Olha Chala, Anna Nortsova
2020	C	`conf`	Probabilistic Neuro-Fuzzy System in Medical Diagnostic Task and its Lazy Learning-Selflearning. IDDM Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Iryna Pliss, Olha Chala
2019	—	`conf`	2D-Deep Neural Network and Its Online Rapid Learning. IDAACS Yevgeniy V. Bodyanskiy, Olena O. Boiko, Iryna Pliss, Valentyna Volkova
2019	—	`conf`	Formal Neuron Based on Adaptive Parametric Rectified Linear Activation Function and its Learning. DCSMart Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Iryna Pliss, Valeriia Slepanska
2019	—	`conf`	Fuzzy Clusterization of Distorted by Missing Observations Data Sets Using Evolutionary Optimization. ACIT Alina Shafronenko, Yevgeniy V. Bodyanskiy, Iryna Pliss, Kateryna Patlan
2019	C	`conf`	Online Hybrid Probabilistic-Fuzzy Clustering in Medical Data Mining Tasks. IDDM Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Iryna Pliss, Olha Chala
2019	—	`conf`	The Extended Generalized Neo-Fuzzy Network and Its Online Learning in Image Recognition Problem. IDAACS Nonna Kulishova, Yevgeniy V. Bodyanskiy, Iryna Pliss
2018	—	`conf`	Data Stream Online Clustering Based on Fuzzy Expectation-Maximization Approach. DSMP Anastasiia O. Deineko, Polina Ye. Zhernova, Boris Gordon, Oleksandr O. Zayika, Iryna Pliss, Nelya Pabyrivska
2018	—	`conf`	Deep 2D-Neural Network and its Fast Learning. DSMP Yevgeniy V. Bodyanskiy, Iryna Pliss, Daria S. Kopaliani, Olena O. Boiko
2018	C	`conf`	Deep Evolving Stacking Convex Cascade Neo-Fuzzy Network and Its Rapid Learning. FedCSIS Yevgeniy V. Bodyanskiy, Galina Setlak, Olena Vynokurova, Iryna Pliss, Olena O. Boiko
2018	—	`conf`	Matrix Deep Neural Network and Its Rapid Learning in Data Science Tasks. ACIT Iryna Pliss, Olena O. Boiko, Valentyna Volkova, Yevgeniy V. Bodyanskiy
2018	—	`conf`	The Neo-Fuzzy Autoencoder for Adaptive Deep Neural Systems and its Learning. ACIT Yevgeniy V. Bodyanskiy, Iryna Pliss, Olena Vynokurova
2017	—	`conf`	Adaptive Fuzzy Clustering of Multivariate Short Time Series with Unevenly Distributed Observations Based on Matrix Neuro-Fuzzy Self-organizing Network. EUSFLAT/IWIFSGN (3) Galina Setlak, Yevgeniy V. Bodyanskiy, Iryna Pliss, Olena Vynokurova, Dmytro Peleshko, Illya Kobylin
2017	—	`conf`	Deep Stacking Convex Neuro-Fuzzy System and Its On-line Learning. DepCoS-RELCOMEX Yevgeniy V. Bodyanskiy, Olena Vynokurova, Iryna Pliss, Dmytro Peleshko, Yuriy Rashkevych
2017	J	`jnl`	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. Iryna Pliss, Iryna Perova
2016	—	`conf`	A fast learning algorithm of self-learning spiking neural network. DSMP Yevgeniy V. Bodyanskiy, Artem Dolotov, Iryna Pliss, Mykola Malyar
2016	C	`conf`	Deep Evolving GMDH-SVM-Neural Network and its Learning for Data Mining Tasks. FedCSIS Galina Setlak, Yevgeniy V. Bodyanskiy, Olena Vynokurova, Iryna Pliss
2016	—	`conf`	Fast learning algorithm for deep evolving GMDH-SVM neural network in data stream mining tasks. DSMP Yevgeniy V. Bodyanskiy, Olena Vynokurova, Iryna Pliss, Galina Setlak, Pavlo Mulesa
2016	—	`conf`	Hybrid Generalized Additive Wavelet-Neuro-Fuzzy-System and Its Adaptive Learning. DepCoS-RELCOMEX Yevgeniy V. Bodyanskiy, Olena Vynokurova, Iryna Pliss, Dmytro Peleshko, Yuriy Rashkevych
2016	—	`conf`	Neo-fuzzy approach for medical diagnostics tasks in online-mode. DSMP Iryna Perova, Iryna Pliss, Gennadiy Churyumov, Franklin M. Eze, Samer Mohamed Kanaan Mahmoud
2015	Misc	`conf`	Hybrid neuro-neo-fuzzy system and its adaptive learning algorithm. CSIT Yevgeniy V. Bodyanskiy, Olena Vynokurova, Galina Setlak, Iryna Pliss
2015	Misc	`conf`	Kernel evolving neural networks for sequential principal component analysis and its adaptive learning algorithm. CSIT Anastasiia O. Deineko, Yana V. Kutsenko, Iryna Pliss, Maksym Shalamov