Anatoliy Batyuk

According to our database, Anatoliy Batyuk authored at least 40 papers between 2015 and 2023.

Collaborative distances:

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

2023

High-Performance Artificial Intelligence Recommendation of Quality Research Papers Using Effective Collaborative Approach.

Vinoth Kumar Venkatesan, Mahesh Thylore Ramakrishna, Anatoliy Batyuk, Andrii Barna, Bohdana Havrysh

Syst., February, 2023

Multithreshold Neural Units and Networks.

Vladyslav Kotsovsky, Anatoliy Batyuk

Proceedings of the 18th IEEE International Conference on Computer Science and Information Technologies, 2023

Improved Architecture and the Synthesis Algorithm for Bithreshold Neural Network Classifier.

Vladyslav Kotsovsky, Anatoliy Batyuk

Proceedings of the 18th IEEE International Conference on Computer Science and Information Technologies, 2023

Maximal Extractable Value in Blockchains: Current Trends.

Nazarii Cherkas, Anatoliy Batyuk, Maksym Arzubov

Proceedings of the 18th IEEE International Conference on Computer Science and Information Technologies, 2023

Concept of Server-side Clusterization of Semi-Static Big Geodata for Web Maps.

Maksym Arzubov, Olga Narushynska, Anatoliy Batyuk, Nazarii Cherkas

Proceedings of the 18th IEEE International Conference on Computer Science and Information Technologies, 2023

2022

Method of Software Development Project Duration Estimation for Scrum Teams with Differentiated Specializations.

Vasyl Teslyuk, Anatoliy Batyuk, Volodymyr Voityshyn

Syst., 2022

Method of Recommending a Scrum Team Composition for Intermediate Estimation of Software Development Projects.

Vasyl Teslyuk, Anatoliy Batyuk, Volodymyr Voityshyn

Proceedings of the 17th IEEE International Conference on Computer Sciences and Information Technologies, 2022

Prediction of the Occurrence of Threatening Conditions in Individuals as a Problem of Assigning an Object to a Class.

Oksana Mulesa, Olena Yatsyna, Olena Melnyk, Ivan Myronyuk, Igor Povkhan, Anatoliy Batyuk

Proceedings of the 17th IEEE International Conference on Computer Sciences and Information Technologies, 2022

Spectral Approach to Solving the Problem of Bithreshold Separability.

Vladyslav Kotsovsky, Anatoliy Batyuk

Proceedings of the 17th IEEE International Conference on Computer Sciences and Information Technologies, 2022

Feed-forward Neural Network Classifiers with Bithreshold-like Activations.

Vladyslav Kotsovsky, Anatoliy Batyuk

Proceedings of the 17th IEEE International Conference on Computer Sciences and Information Technologies, 2022

2021

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

Ivan Izonin, Roman Tkachenko, Roman Pidkostelnyi, Olena Pavliuk, Viktor Khavalko, Anatoliy Batyuk

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

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

Oksana Mulesa, Anatoliy Batyuk, Fedir Geche, Olena Melnyk, Mykola Palinchak, Tamara Radivilova

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

On the Size of Weights for Bithreshold Neurons and Networks.

Vladyslav Kotsovsky, Anatoliy Batyuk, Volodymyr Voityshyn

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

Decision List-Based Representation of Bithreshold Functions.

Vladyslav Kotsovsky, Anatoliy Batyuk

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

2020

Representational Capabilities and Learning of Bithreshold Neural Networks.

Vladyslav Kotsovsky, Anatoliy Batyuk

Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2020

New Approaches in the Learning of Complex-Valued Neural Networks.

Vladyslav Kotsovsky, Anatoliy Batyuk, Maksym Yurchenko

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

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

Vladyslav Kotsovsky, Anatoliy Batyuk

DSMP (Selected Papers), 2020

The Combined Time Series Forecasting Model.

Fedir Geche, Anatoliy Batyuk, Oksana Mulesa, Veronika Voloshchuk

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

Streaming Process Discovery Method for Semi-Structured Business Processes.

Anatoliy Batyuk, Volodymyr Voityshyn

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

Bithreshold Neural Network Classifier.

Vladyslav Kotsovsky, Fedir Geche, Anatoliy Batyuk

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

Synthesis of the Centered Bithreshold Neural Network Classifier.

Vladyslav Kotsovsky, Fedir Geche, Anatoliy Batyuk

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

The Computation Power and Capacity of Bithreshold Neurons.

Vladyslav Kotsovsky, Anatoliy Batyuk, Ivan Mykoriak

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

Capabilities and Application of Bithreshold Neurons and Networks.

Vladyslav Kotsovsky, Anatoliy Batyuk

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

2019

On the Computational Complexity of Learning Bithreshold Neural Units and Networks.

Vladyslav Kotsovsky, Fedir Geche, Anatoliy Batyuk

Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2019

Information-Analytical Support to Medical Industry.

Ivan Tsmots, Vasyl Teslyuk, Anatoliy Batyuk, Viktor Khavalko, Andreas Mladenow

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

Generalized Logical Neural Functions Over The Galois Field And Their Properties.

Fedir Geche, Oksana Mulesa, Veronika Voloshchuk, Anatoliy Batyuk

Proceedings of the IEEE 14th International Conference on Computer Sciences and Information Technologies, 2019

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

Fedir Geche, Oksana Mulesa, Anatoliy Batyuk, Veronika Voloshchuk

Proceedings of the Advances in Intelligent Systems and Computing IV, 2019

2018

Finite Generalization of the Offline Spectral Learning.

Vladyslav Kotsovsky, Fedir Geche, Anatoliy Batyuk

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

About Kernel Structure Construction of the Generalized Neural Functions.

Fedir Geche, Anatoliy Batyuk, Oksana Mulesa, Veronika Voloshchuk

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

Software Architecture Design of the Real- Time Processes Monitoring Platform.

Anatoliy Batyuk, Volodymyr Voityshyn, Volodymyr Verhun

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

Learning Analysis as a Tool for Predicting Student Performance.

Volodymyr Verhun, Anatoliy Batyuk, Volodymyr Voityshyn

Proceedings of the 2018 IEEE 13th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT), 2018

Using A Systematic Approach in the Process of the Assessment Problem Analysis of the Staff Capacity Within the Health Care Institution.

Oksana Mulesa, Fedir Geche, Anatoliy Batyuk, Ivan Myronyuk

Proceedings of the Advances in Intelligent Systems and Computing III, 2018

Streaming Process Discovery for Lambda Architecture-Based Process Monitoring Platform.

Anatoliy Batyuk, Volodymyr Voityshyn

Proceedings of the Advances in Intelligent Systems and Computing III, 2018

2017

Information technology for time series forecasting with considering fuzzy expert evaluations.

Oksana Mulesa, Fedir Geche, Veronika Voloshchuk, Viktor Buchok, Anatoliy Batyuk

Proceedings of the 2017 12th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT), Lviv, Ukraine, September 5-8, 2017, 2017

2016

Invariant operations on discrete neural functions over Galois field.

Fedir E. Geche, Anatolii Ye. Batyuk, Viktor Yu. Buchok

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

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

Anatoliy Batyuk, Volodymyr Voityshyn

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

2015

Synthesis of Time Series Forecasting Scheme Based on Forecasting Models System.

Fedir Geche, Vladyslav Kotsovsky, Anatoliy Batyuk, Sandra Geche, Mykhaylo Vashkeba

Proceedings of the 11th International Conference on ICT in Education, 2015

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

Oksana Mulesa, Fedir Geche, Anatoliy Batyuk

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

Artificial complex neurons with half-plane-like and angle-like activation function.

Vladyslav Kotsovsky, Fedir Geche, Anatoliy Batyuk

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

Synthesis of the integer neural elements.

Fedir Geche, Vladyslav Kotsovsky, Anatoliy Batyuk

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