Anatoliy Batyuk

发表

Apache storm based on topology for real-time processing of streaming data from social networks

Anatoliy Batyuk, Volodymyr Voityshyn, 2016, 2016 IEEE First International Conference on Data Stream Mining & Processing (DSMP).

Development of Combined Information Technology for Time Series Prediction

Anatoliy Batyuk, Oksana Mulesa, Fedir Geche, 2017 .

Properties of Logical Functions Implemented by One Generalized Neural Element over the Galois Field

Anatoliy Batyuk, Oksana Mulesa, Fedir Geche, 2019 .

Representational Capabilities and Learning of Bithreshold Neural Networks

Anatoliy Batyuk, Vladyslav Kotsovsky, A. Batyuk, 2020, ISDMCI.

New Approaches in the Learning of Complex-Valued Neural Networks

Anatoliy Batyuk, Vladyslav Kotsovsky, Maksym Yurchenko, 2020, 2020 IEEE Third International Conference on Data Stream Mining & Processing (DSMP).

Information technology for determining structure of social group based on fuzzy c-means

Anatoliy Batyuk, Oksana Mulesa, Fedir Geche, 2015, 2015 Xth International Scientific and Technical Conference "Computer Sciences and Information Technologies" (CSIT).

Finite Generalization of the Offline Spectral Learning

Anatoliy Batyuk, Fedir Geche, Vladyslav Kotsovsky, 2018, 2018 IEEE Second International Conference on Data Stream Mining & Processing (DSMP).

Streaming Process Discovery for Lambda Architecture-Based Process Monitoring Platform

Anatoliy Batyuk, Volodymyr Voityshyn, A. Batyuk, 2018, 2018 IEEE 13th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT).

Synthesis of Time Series Forecasting Scheme Based on Forecasting Models System

Anatoliy Batyuk, Vladyslav Kotsovsky, Fedir Geche, 2015, ICTERI.

Streaming Process Discovery Method for Semi-Structured Business Processes

Anatoliy Batyuk, Volodymyr Voityshyn, A. Batyuk, 2020, 2020 IEEE Third International Conference on Data Stream Mining & Processing (DSMP).

On-Line Relaxation Versus Off-Line Spectral Algorithm in the Learning of Polynomial Neural Units

Anatoliy Batyuk, Vladyslav Kotsovsky, A. Batyuk, 2020, DSMP.

Software Architecture Design of the Real- Time Processes Monitoring Platform

Volodymyr Verhun, Anatoliy Batyuk, Volodymyr V oityshyn, 2018, 2018 IEEE Second International Conference on Data Stream Mining & Processing (DSMP).

On the Computational Complexity of Learning Bithreshold Neural Units and Networks

Anatoliy Batyuk, Vladyslav Kotsovsky, Fedir Geche, 2019, ISDMCI.

Learning Analysis as a Tool for Predicting Student Performance

Volodymyr Verhun, Anatoliy Batyuk, Volodymyr Voityshyn, 2018, 2018 IEEE 13th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT).

Bithreshold neurons learning

Anatoliy Batyuk, K. Gromaszek, Vladyslav Kotsovsky, 2013 .

Generalized Logical Neural Functions Over The Galois Field And Their Properties

Anatoliy Batyuk, Oksana Mulesa, Fedir Geche, 2019, 2019 IEEE 14th International Conference on Computer Sciences and Information Technologies (CSIT).

Information technology for time series forecasting with considering fuzzy expert evaluations

Anatoliy Batyuk, Oksana Mulesa, Fedir Geche, 2017, 2017 12th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT).

About Kernel Structure Construction of the Generalized Neural Functions

Anatoliy Batyuk, Oksana Mulesa, Fedir Geche, 2018, 2018 IEEE Second International Conference on Data Stream Mining & Processing (DSMP).

Information technology for time series forecasting based on the evolutionary method of the forecasting scheme synthesis

Tamara Radivilova, Anatoliy Batyuk, Oksana Mulesa, 2021, 2021 IEEE 16th International Conference on Computer Sciences and Information Technologies (CSIT).

Decision List-Based Representation of Bithreshold Functions

Anatoliy Batyuk, Vladyslav Kotsovsky, 2021, 2021 IEEE 16th International Conference on Computer Sciences and Information Technologies (CSIT).

Experimental Evaluation of the Effectiveness of ANN-based Numerical Data Augmentation Methods for Diagnostics Tasks

Ivan Izonin, Anatoliy Batyuk, Roman Tkachenko, 2021, IDDM.

On the Size of Weights for Bithreshold Neurons and Networks

Anatoliy Batyuk, Volodymyr Voityshyn, Vladyslav Kotsovsky, 2021, 2021 IEEE 16th International Conference on Computer Sciences and Information Technologies (CSIT).

Synthesis of the integer neural elements

Anatoliy Batyuk, Vladyslav Kotsovsky, Fedir Geche, 2015, 2015 Xth International Scientific and Technical Conference "Computer Sciences and Information Technologies" (CSIT).