Andrii Berko

According to our database, Andrii Berko authored at least 36 papers between 2018 and 2024.

Collaborative distances:

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

2024

Determination-based correlation coefficient.

Andrii Berko, Vladyslav Alieksieiev, Vladyslav Holdovanskyi

Proceedings of the Modern Machine Learning Technologies Workshop (MoMLeT 2024), 2024

Performance evaluation and analysis with code benchmarking and generative AI.

Andrii Berko, Vladyslav Alieksieiev, Artur Dovbysh

Proceedings of the Modern Machine Learning Technologies Workshop (MoMLeT 2024), 2024

Semantic data integration methods based on ontologies in intelligent business analytics systems.

Victoria Vysotska, Andrii Berko, Lyubomyr Chyrun, Sofia Chyrun, Valentyna Panasyuk, Ihor Budz, Iryna Shakleina, Olga Garbich-Moshora, Ivanna Andrusyak

Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Systems. Volume IV: Computational Linguistics Workshop, 2024

Formal Data Integration Models Development for Intelligent Electronic Commerce Systems.

Victoria Vysotska, Andrii Berko, Lyubomyr Chyrun, Sofia Chyrun, Olena Havrylyshyn, Oksana Smirnova, Nataliia Sokulska, Olena Sokhatska, Iryna Shakleina

Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Systems. Volume III: Intelligent Systems Workshop, 2024

Analysis and Formation of Sales Forecasts in CRM Systems.

Andrii Berko, Iryna Pelekh, Pavlo Hlova

Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Systems. Volume III: Intelligent Systems Workshop, 2024

2023

Information Technology for Finding Answers to Questions from Open Web Resources.

Petro Zdebskyi, Andrii Berko, Victoria Vysotska

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

Intelligent Analysis of Ukrainian-Language Tweets of Regional Public Opinion Study and Management.

Andrii Berko, Lyubomyr Chyrun, Oleh Prokipchuk, Sofia Chyrun, Valentyna Panasyuk, Mykhailo Luchkevych

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

Content Monitoring and Big Data Analysis of Smart City Residents Appeals and Complaints Management.

Andrii Berko, Lyubomyr Chyrun, Yulian Ohonovsky, Sofia Chyrun, Vadim Schuchmann, Yurii Matseliukh

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

Investigation of Transitivity Relation in Natural Language Inference.

Petro Zdebskyi, Andrii Berko, Victoria Vysotska

Proceedings of the 7th International Conference on Computational Linguistics and Intelligent Systems. Volume II: Computational Linguistics Workshop, 2023

2022

Intelligent System of Dynamic 2D Visualization of Passenger Flows of Public Transport Routes Based on OpenGL.

Yurii Matseliukh, Andrii Berko, Agnieszka Kowalska-Styczen, Lyubomyr Chyrun

Proceedings of the Modern Machine Learning Technologies and Data Science Workshop MoMLeT&DS 2022, 2022

Three-module framework for automated software testing.

Ilona Kozak, Andrii Berko

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

2021

Intelligent System for Arbitrage Situations Searching in the Cryptocurrency Market.

Roman Levus, Andrii Berko, Lyubomyr Chyrun, Valentyna Panasyuk, Mykhailo Hrubel

Proceedings of the Modern Machine Learning Technologies and Data Science Workshop. Proc. 3rd International Workshop (MoMLeT&DS 2021). Volume I: Main Conference, 2021

Decision Support System for Formation and Implementing Orders Based on Cross Programming and Cloud Computing.

Maksym Fedorov, Andrii Berko, Yurii Matseliukh, Vadim Schuchmann, Ihor Budz, Olga Garbich-Moshora, Myroslava Mamchyn

Proceedings of the Modern Machine Learning Technologies and Data Science Workshop. Proc. 3rd International Workshop (MoMLeT&DS 2021). Volume I: Main Conference, 2021

The Rain Prediction in Australia Based Big Data Analysis and Machine Learning Technology.

Bohdan Polishchuk, Andrii Berko, Lyubomyr Chyrun, Myroslava Bublyk, Vadim Schuchmann

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

Intelligent System for Film Script Formation Based on Artbook Text and Big Data Analysis.

Olexander Hladun, Andrii Berko, Myroslava Bublyk, Lyubomyr Chyrun, Vadim Schuchmann

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

The Text Classification Based on Big Data Analysis for Keyword Definition Using Stemming.

Andrii Berko, Yurii Matseliukh, Yurii Ivaniv, Lyubomyr Chyrun, Vadim Schuchmann

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

Models and Methods for E-Commerce Systems Designing in the Global Economy Development Conditions Based on Mealy and Moore Machines.

Andrii Berko, Myroslava Bublyk, Lyubomyr Chyrun, Yurii Matseliukh, Roman Levus, Valentyna Panasyuk, Oksana Brodyak, Lyudmyla Dzyubyk, Olga Garbich-Moshora

Proceedings of the 5th International Conference on Computational Linguistics and Intelligent Systems (COLINS 2021). Volume I: Main Conference, 2021

The Content Analysis Method for the Information Resources Formation in Electronic Content Commerce Systems.

Andrii Berko, Vasyl Andrunyk, Lyubomyr Chyrun, Mykhailo Sorokovskyy, Oksana Oborska, Oksana Oryshchyn, Mykhailo Luchkevych, Oksana Brodovska

Proceedings of the 5th International Conference on Computational Linguistics and Intelligent Systems (COLINS 2021). Volume I: Main Conference, 2021

2020

Information Resource Management Technology Based on Fuzzy Logic.

Victoria Vysotska, Andriy Berko, Vasyl Lytvyn, Petro Kravets, Lyudmyla Dzyubyk, Yuriy Bardachov, Svitlana Vyshemyrska

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

Design of a System for Dynamic Integration of Weakly Structured Data Based on Mash-Up Technology.

Irina Pelekh, Andrii Berko, Vasyl Andrunyk, Lyubomyr Chyrun, Ivan Dyyak

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

Information Resources Analysis System of Dynamic Integration Semi-Structured Data in a Web Environment.

Andrii Berko, Irina Pelekh, Lyubomyr Chyrun, Ivan Dyyak

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

Application of Ontologies And Meta-Models for Dynamic Integration of Weakly Structured Data.

Andrii Berko, Irina Pelekh, Liliya Chyrun, Myroslava Bublyk, Igor Bobyk, Yurii Matseliukh, Lyubomyr Chyrun

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

Methods and Tools for Web Resources Processing in E-Commercial Content Systems.

Victoria Vysotska, Myroslava Bublyk, Artem Vysotsky, Andrii Berko, Lyubomyr Chyrun, Kateryna Doroshkevych

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

Development of Internet Auction Systems.

Ivan Dyyak, Lyubomyr Chyrun, Nataliya Antonyuk, Andrii Berko, Vasyl Andrunyk, Andrii Khudyi

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

Online Business Processes Support Methods.

Liliya Chyrun, Vasyl Andrunyk, Lyubomyr Chyrun, Andrii Berko, Ivan Dyyak, Nataliya Antonyuk

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

Features of Internet Auction Systems Design.

Lyubomyr Chyrun, Nataliya Antonyuk, Vasyl Andrunyk, Ivan Dyyak, Andrii Berko, Khrystyna Mykich

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

E-Commercial Systems Designing Methods for Virtual Enterprise.

Andrii Berko, Liliya Chyrun, Ivan Dyyak, Vasyl Andrunyk, Lyubomyr Chyrun, Nataliya Antonyuk

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

Peculiarities of Generation of Semantics of Natural Language Speech by Helping Unlimited and Context-Dependent Grammar.

Vasyl Lytvyn, Solomiya Kubinska, Andriy Berko, Tetiana Shestakevych, Lyubomyr I. Demkiv, Yuriy Shcherbyna

Proceedings of the 4th International Conference on Computational Linguistics and Intelligent Systems (COLINS 2020). Volume I: Main Conference, 2020

Conceptual Model of Information System for Drone Monitoring of Trees' Condition.

Vasyl Lytvyn, Alina Dmytriv, Andriy Berko, Vladislav Alieksieiev, Taras Basyuk, Jörg Rainer Noennig, Dmytro Peleshko, Taras Rak, Viktor Voloshyn

Proceedings of the 4th International Conference on Computational Linguistics and Intelligent Systems (COLINS 2020). Volume I: Main Conference, 2020

Information System of Photostock Web Galleries Based on Machine Learning Technology.

Vasyl Andrunyk, Andriy Berko, Bohdan Rusyn, Liubomyr Pohreliuk, Sofia Chyrun, Bohdan Dokhniak, Ihor Karpov, Maksym Krylyshyn

Proceedings of the 4th International Conference on Computational Linguistics and Intelligent Systems (COLINS 2020). Volume I: Main Conference, 2020

2019

Heterogeneous Data with Agreed Content Aggregation System Development.

Lyubomyr Chyrun, Agnieszka Kowalska-Styczen, Yevhen Burov, Andrii Berko, Andrii Vasevych, Irina Pelekh, Yuriy Ryshkovets

Proceedings of the Modern Machine Learning Technologies, 2019

Knowledge-based Big Data Cleanup Method.

Andrii Berko, Vladyslav Alieksieiev, Vasyl Lytvyn

Proceedings of the Modern Machine Learning Technologies, 2019

Methods and Models of Intellectual Processing of Texts for Building Ontologies of Software for Medical Terms Identification in Content Classification.

Vasyl Lytvyn, Yevhen Burov, Petro Kravets, Victoria Vysotska, Andriy Demchuk, Andrii Berko, Yuriy Ryshkovets, Serhii Shcherbak, Oleh Naum

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

Artificial Locust Swarm Routing Algorithm: Decision Making in Path Search Problem.

Vladyslav Alieksieiev, Andrii Berko

Proceedings of the 11th International Conference on Electronics, 2019

Information Analysis and Knowledge Gain within Graph Data Model.

Vladyslav Alieksieiev, Andrii Berko

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

2018

A Method to Solve Uncertainty Problem for Big Data Sources.

Andrii Berko, Vladyslav Alieksieiev

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