Anatoliy Batyuk

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 35

Top Topics

Top Venues

Publications

Maksym Arzubov, Olga Narushynska, Anatoliy Batyuk, Nazarii Cherkas
Concept of Server-side Clusterization of Semi-Static Big Geodata for Web Maps. CSIT (2023)
Vladyslav Kotsovsky, Anatoliy Batyuk
Improved Architecture and the Synthesis Algorithm for Bithreshold Neural Network Classifier. CSIT (2023)
Vinoth Kumar V., Mahesh Thylore Ramakrishna, Anatoliy Batyuk, Andrii Barna, Bohdana Havrysh
High-Performance Artificial Intelligence Recommendation of Quality Research Papers Using Effective Collaborative Approach. Syst. 11 (2) (2023)
Nazarii Cherkas, Anatoliy Batyuk, Maksym Arzubov
Maximal Extractable Value in Blockchains: Current Trends. CSIT (2023)
Vladyslav Kotsovsky, Anatoliy Batyuk
Multithreshold Neural Units and Networks. CSIT (2023)
Vasyl Teslyuk, Anatoliy Batyuk, Volodymyr Voityshyn
Method of Software Development Project Duration Estimation for Scrum Teams with Differentiated Specializations. Syst. 10 (4) (2022)
Oksana Mulesa, Olena Yatsyna, Olena Melnyk, Ivan Myronyuk, Igor Povkhan, Anatoliy Batyuk
Prediction of the Occurrence of Threatening Conditions in Individuals as a Problem of Assigning an Object to a Class. CSIT (2022)
Vladyslav Kotsovsky, Anatoliy Batyuk
Feed-forward Neural Network Classifiers with Bithreshold-like Activations. CSIT (2022)
Vasyl Teslyuk, Anatoliy Batyuk, Volodymyr Voityshyn
Method of Recommending a Scrum Team Composition for Intermediate Estimation of Software Development Projects. CSIT (2022)
Vladyslav Kotsovsky, Anatoliy Batyuk
Spectral Approach to Solving the Problem of Bithreshold Separability. CSIT (2022)
Vladyslav Kotsovsky, Anatoliy Batyuk
Decision List-Based Representation of Bithreshold Functions. CSIT (1) (2021)
Vladyslav Kotsovsky, Anatoliy Batyuk, Volodymyr Voityshyn
On the Size of Weights for Bithreshold Neurons and Networks. CSIT (1) (2021)
Oksana Mulesa, Anatoliy Batyuk, Fedir Geche, Olena Melnyk, Mykola Palinchak, Tamara Radivilova
Information technology for time series forecasting based on the evolutionary method of the forecasting scheme synthesis. CSIT (2) (2021)
Ivan Izonin, Roman Tkachenko, Roman Pidkostelnyi, Olena Pavliuk, Viktor Khavalko, Anatoliy Batyuk
Experimental Evaluation of the Effectiveness of ANN-based Numerical Data Augmentation Methods for Diagnostics Tasks. IDDM (2021)
Vladyslav Kotsovsky, Fedir Geche, Anatoliy Batyuk
Synthesis of the Centered Bithreshold Neural Network Classifier. CSIT (2020)
Vladyslav Kotsovsky, Anatoliy Batyuk, Ivan Mykoriak
The Computation Power and Capacity of Bithreshold Neurons. CSIT (1) (2020)
Vladyslav Kotsovsky, Anatoliy Batyuk
Representational Capabilities and Learning of Bithreshold Neural Networks. ISDMCI (2020)
Fedir Geche, Anatoliy Batyuk, Oksana Mulesa, Veronika Voloshchuk
The Combined Time Series Forecasting Model. DSMP (2020)
Vladyslav Kotsovsky, Anatoliy Batyuk
On-Line Relaxation Versus Off-Line Spectral Algorithm in the Learning of Polynomial Neural Units. DSMP (2020)
Vladyslav Kotsovsky, Anatoliy Batyuk
Capabilities and Application of Bithreshold Neurons and Networks. CSIT (2020)
Vladyslav Kotsovsky, Fedir Geche, Anatoliy Batyuk
Bithreshold Neural Network Classifier. CSIT (1) (2020)
Vladyslav Kotsovsky, Anatoliy Batyuk, Maksym Yurchenko
New Approaches in the Learning of Complex-Valued Neural Networks. DSMP (2020)
Anatoliy Batyuk, Volodymyr Voityshyn
Streaming Process Discovery Method for Semi-Structured Business Processes. DSMP (2020)
Fedir Geche, Oksana Mulesa, Anatoliy Batyuk, Veronika Voloshchuk
Properties of Logical Functions Implemented by One Generalized Neural Element over the Galois Field. CSIT (2019)
Fedir Geche, Oksana Mulesa, Veronika Voloshchuk, Anatoliy Batyuk
Generalized Logical Neural Functions Over The Galois Field And Their Properties. CSIT (1) (2019)
Vladyslav Kotsovsky, Fedir Geche, Anatoliy Batyuk
On the Computational Complexity of Learning Bithreshold Neural Units and Networks. ISDMCI (2019)
Ivan Tsmots, Vasyl Teslyuk, Anatoliy Batyuk, Viktor Khavalko, Andreas Mladenow
Information-Analytical Support to Medical Industry. IDDM (2019)
Vladyslav Kotsovsky, Fedir Geche, Anatoliy Batyuk
Finite Generalization of the Offline Spectral Learning. DSMP (2018)
Anatoliy Batyuk, Volodymyr Voityshyn
Streaming Process Discovery for Lambda Architecture-Based Process Monitoring Platform. CSIT (1) (2018)
Volodymyr Verhun, Anatoliy Batyuk, Volodymyr Voityshyn
Learning Analysis as a Tool for Predicting Student Performance. CSIT (2) (2018)
Oksana Mulesa, Fedir Geche, Anatoliy Batyuk, Ivan Myronyuk
Using A Systematic Approach in the Process of the Assessment Problem Analysis of the Staff Capacity Within the Health Care Institution. CSIT (1) (2018)
Fedir Geche, Anatoliy Batyuk, Oksana Mulesa, Veronika Voloshchuk
About Kernel Structure Construction of the Generalized Neural Functions. DSMP (2018)
Anatoliy Batyuk, Volodymyr Voityshyn, Volodymyr Verhun
Software Architecture Design of the Real- Time Processes Monitoring Platform. DSMP (2018)
Oksana Mulesa, Fedir Geche, Veronika Voloshchuk, Viktor Buchok, Anatoliy Batyuk
Information technology for time series forecasting with considering fuzzy expert evaluations. CSIT (1) (2017)
Anatoliy Batyuk, Volodymyr Voityshyn
Apache storm based on topology for real-time processing of streaming data from social networks. DSMP (2016)
Fedir Geche, Vladyslav Kotsovsky, Anatoliy Batyuk
Synthesis of the integer neural elements. CSIT (2015)
Oksana Mulesa, Fedir Geche, Anatoliy Batyuk
Information technology for determining structure of social group based on fuzzy c-means. CSIT (2015)
Vladyslav Kotsovsky, Fedir Geche, Anatoliy Batyuk
Artificial complex neurons with half-plane-like and angle-like activation function. CSIT (2015)
Fedir Geche, Vladyslav Kotsovsky, Anatoliy Batyuk, Sandra Geche, Mykhaylo Vashkeba
Synthesis of Time Series Forecasting Scheme Based on Forecasting Models System. ICTERI (2015)