Galina Setlak

According to our database, Galina Setlak authored at least 9 papers between 2015 and 2019.

Collaborative distances:

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

2019

Random Forests in a Glassworks: Knowledge Discovery from Industrial Data.

Galina Setlak, Lukasz Pasko

Proceedings of the Information Systems Architecture and Technology: Proceedings of 40th Anniversary International Conference on Information Systems Architecture and Technology - ISAT 2019, 2019

2018

Deep Evolving Stacking Convex Cascade Neo-Fuzzy Network and Its Rapid Learning.

Yevgeniy V. Bodyanskiy, Galina Setlak, Olena Vynokurova, Iryna Pliss, Olena O. Boiko

Proceedings of the 2018 Federated Conference on Computer Science and Information Systems, 2018

Fuzzy Clustering of Distorted Observations Based on Optimal Expansion Using Partial Distances.

Alina Shafronenko, Artem Dolotov, Yevgeniy V. Bodyanskiy, Galina Setlak

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

2017

Adaptive multivariate hybrid neuro-fuzzy system and its on-board fast learning.

Yevgeniy V. Bodyanskiy, Olena Vynokurova, Galina Setlak, Dmytro Peleshko, Pavlo Mulesa

Neurocomputing, 2017

Adaptive Fuzzy Clustering of Multivariate Short Time Series with Unevenly Distributed Observations Based on Matrix Neuro-Fuzzy Self-organizing Network.

Galina Setlak, Yevgeniy V. Bodyanskiy, Iryna Pliss, Olena Vynokurova, Dmytro Peleshko, Illya Kobylin

Proceedings of the Advances in Fuzzy Logic and Technology 2017 - Proceedings of: EUSFLAT-2017 - The 10th Conference of the European Society for Fuzzy Logic and Technology, September 11-15, 2017, Warsaw, Poland IWIFSGN'2017, 2017

2016

Deep Evolving GMDH-SVM-Neural Network and its Learning for Data Mining Tasks.

Galina Setlak, Yevgeniy V. Bodyanskiy, Olena Vynokurova, Iryna Pliss

Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016

Fast learning algorithm for deep evolving GMDH-SVM neural network in data stream mining tasks.

Yevgeniy V. Bodyanskiy, Olena Vynokurova, Iryna Pliss, Galina Setlak, Pavlo Mulesa

Proceedings of the First International Conference on Data Stream Mining & Processing, 2016

2015

Hybrid generalized additive neuro-fuzzy system and its adaptive learning algorithms.

Yevgeniy V. Bodyanskiy, Galina Setlak, Dmytro Peleshko, Olena Vynokurova

Proceedings of the IEEE 8th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2015

Hybrid neuro-neo-fuzzy system and its adaptive learning algorithm.

Yevgeniy V. Bodyanskiy, Olena Vynokurova, Galina Setlak, Iryna Pliss

Proceedings of the Xth International Scientific and Technical Conference "Computer Sciences and Information Technologies", 2015