Nataliya Boyko

61 papers C 8Misc 6Journal 3Unranked 44

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Assessing Sales Forecasting Methods: A Comparative Evaluation of Exponential Smoothing Models and SutteARIMA. Appl. Comput. Intell. Soft Comput. Nataliya Boyko, Bohdan Salabay
2025	—	`conf`	Intelligent systems for recognizing artistic styles: a deep learning approach. MoDaST Nataliya Boyko, Yaroslav Borys
2024	—	`conf`	Research and Development of Image Processing Algorithms for Effective Recognition of Various Gestures in Real Time. SMARTINDUSTRY Nataliya Boyko, Petro Telishevskyi, Sotirios Argyroudis
2023	J	`jnl`	Application of Adaptive and Multiplicative Models for Analysis and Forecasting of Time Series. Int. J. Comput. Nataliya Boyko
2023	—	`conf`	Categorizing False Information in News Content Using an Ensemble Machine Learning Model. SCIA Nataliya Boyko, Oleksandra Dypko
2023	Misc	`conf`	Comparison of Image Deraining Methods Using Deep Learning. CSIT Nataliya Boyko, Levon Arutiunov
2023	C	`conf`	Enhanced Classification Models for Heart Disease Prediction in Precision Medicine. IDDM Nataliya Boyko, Iryna Dosiak
2023	Misc	`conf`	Methods of Organization and Navigation of Big Data in Multimedia Content. CSIT Nataliya Boyko, Viktor Zhakhalov
2022	—	`conf`	Analysis of the Application of Stochastic Gradient Descent to Detect Network Violations. COLINS Nataliya Boyko, Iryna Khomyshyn, Natalia Ortynska, Viktoria Terletska, Oksana Bilyk, Oleksandra Hasko
2022	—	`conf`	Frequency pattern growth algorithm (FP) for multimodal data extraction. IntelITSIS Nataliya Boyko, Oleksandr Tkachyk
2022	—	`conf`	Methods of Searching for Associative Rules for Inhomogeneous Data in Semantic Networks. IntelITSIS Nataliya Boyko, Vladyslav Mykhailyshyn
2022	—	`conf`	Model for Finding Frequent Sets in FP-growth for Multimodal Data. CMIS Nataliya Boyko, Oleksandr Tkachyk
2022	—	`conf`	Model of Estimation of Distribution Density for Large Statistical Datasets. MoMLeT+DS Nataliya Boyko, Yaroslav Rohan, Svitlana Honchar
2022	—	`conf`	Model of Finding Associative Rules in Inhomogeneous Data of Semantic Networks. CMIS Nataliya Boyko, Vladyslav Mykhailyshyn
2022	—	`conf`	The Comprehensive Model of Using In-Depth Consolidated Multimodal Learning to Study Trading Strategies in the Securities Market. ISDMCI Nataliya Boyko
2022	—	`conf`	The Random Forest Algorithm as an Element of Statistical Learning for Disease Prediction. CITRisk Nataliya Boyko, Roman Omeliukh, Nataliia Duliaba
2022	Misc	`conf`	Using Artificial Intelligence Algorithms in Advertising. CSIT Nataliya Boyko, Yuliia Kholodetska
2021	C	`conf`	Analysis of Machine Learning Algorithms for Classification and Prediction of Heart Disease. IDDM Nataliya Boyko, Iryna Dosiak
2021	—	`conf`	Analysis of Recommendation System Methods for Accuracy of Predicted Estimates. COLINS Nataliya Boyko, Petro Telishevskyi, Beata Kushka
2021	—	`conf`	Application of Ensemble Methods of Strengthening in Search of Legal Information. ISDMCI Nataliya Boyko, Khrystyna Kmetyk-Podubinska, Iryna Andrusiak
2021	—	`conf`	Application of Genetic Algorithms for Optimization of Salesman's Tasks and Their Modeling by Sequential Selection. COLINS Nataliya Boyko, Andriy Pytel
2021	—	`conf`	Application of Machine Algorithms for Classification and Formation of the Optimal Plan. COLINS Nataliya Boyko, Rostyslav Hlynka
2021	—	`conf`	Application of semantic segmentation of clouds of points for preservation of cultural heritage. CITRisk Nataliya Boyko, Mariia Rizhko
2021	J	`jnl`	Aspects of the Study of Genetic Algorithms and Mechanisms for their Optimization for the Travelling Salesman Problem. Int. J. Comput. Nataliya Boyko, Andriy Pytel
2021	—	`conf`	Comparative Analysis of Regression Regularization Methods for Life Expectancy Prediction. MoMLeT+DS Nataliya Boyko, Olena Moroz
2021	—	`conf`	Comparison of Algorithms of Associative Rules Search Apriori and Fp-Growth for Investigation of Time Dependence of Their Execution on Database Parameters. CSIT (1) Nataliya Boyko, Yaroslav Zhyhaylo
2021	—	`conf`	Comparison of Clustering Algorithms for Revenue and Cost Analysis. COLINS Nataliya Boyko, Solomiya Hetman, Iryna Kots
2021	—	`conf`	Histogram Filter for Robot Localization. CSIT (1) Nataliya Boyko, Yaroslav Hladun
2021	—	`conf`	Human Operator Stress Assessment System. MoMLeT+DS Nataliya Boyko, Mariia Yatskiv
2021	—	`conf`	Methods of Solving the Problems of the Seller in Order to Find the Optimal Solution for Economic and Legal Problems on the Internet for Export-Oriented Products. IT&AS Nataliya Boyko, Lyubov Zalizn, Anna Starukh, Yurii Kryvenchuk, Yuriy Malynovskyy
2021	—	`conf`	Optimization of Algorithms for Selecting Urgent Factors That Affect the Cost of Legal Real Estate Lease. IT&AS Nataliya Boyko, Oksana Yurynets, Iryna Shevchuk, Yurii Kryvenchuk, Tetiana Helzhynska
2021	—	`conf`	The Use of Information and Communication Technologies as a Means of Analyzing Public Interest in Historical Events in Wikipedia Regarding Documenting the Social and Cultural Sphere. ProfIT AI Tetiana Bilushchak, Viktoriia Dobrovolska, Iryna Ivanochko, Nataliya Boyko
2021	—	`conf`	Using recurrent neural network to noise absorption from audio files. CITRisk Nataliya Boyko, Anastasiia Hrynyshyn
2020	C	`conf`	Application of the Naive Bayesian Classifier in Work on Sentimental Analysis of Medical Data. IDDM Nataliya Boyko, Karina Boksho
2020	—	`conf`	Modeling of the Information System for Processing of a Large Distilled Data for the Investigation of Competitiveness of Enterprises. COLINS Nataliya Boyko, Lesia I. Mochurad, Iryna Stetsiv, Yurii Kryvenchuk
2020	—	`conf`	Parallel Approach of the Algorithm of Finding the Optimal Solution of the Transport Problem by the Method of Potentials. COLINS Lesia I. Mochurad, Nataliya Boyko, Maryana Bortnikova
2020	—	`conf`	Parallelization of the Method of Simulated Annealing when Solving Multicriteria Optimization Problems. COAPSN Lesia I. Mochurad, Nataliya Boyko, Vasyl Sheketa
2020	—	`conf`	Parallelization of the Process of Calculating the Optimal Route for a Strike Aircraft Flight. COAPSN Lesia I. Mochurad, Nataliya Boyko, Vasyl Sheketa
2020	—	`conf`	Parallelization of the Simplex Method Based on the OpenMP Technology. COLINS Lesia I. Mochurad, Nataliya Boyko, Nataliia Petryshyn, Myroslava Potokij, Mariia Yatskiv
2020	C	`conf`	Processing of Medical Different Types of Data Using Hadoop and Java MapReduce. IDDM Nataliya Boyko, Nazar Tkachuk
2020	C	`conf`	Technologies of Object Recognition in Space for Visually Impaired People. IDDM Nataliya Boyko, Bohdan Mandych
2019	—	`conf`	Advanced Technologies of Big Data Research in Distributed Information Systems. CSIT (3) Nataliia Kunanets, Ostap Vasiuta, Nataliya Boyko
2019	—	`conf`	Application of Artificial Intelligence Algorithms for Image Processing. MoMLeT Nataliya Boyko, Andriy Bronetskyi, Nataliya Shakhovska
2019	C	`conf`	Automated Document Analysis for Quick Personal Health Record Creation. IDDM Nataliya Boyko, Olena Pylypiv, Yulia Peleshchak, Yurii Kryvenchuk, Jaime Campos
2019	—	`conf`	Big Data Processing Technologies in Distributed Information Systems. EUSPN/ICTH Nataliya Shakhovska, Nataliya Boyko, Yevgen Zasoba, Eleonora Benova
2019	—	`conf`	Clustering Algorithms for Economic and Psychological Analysis of Human Behavior. CMiGIN Nataliya Boyko, Hanna Komarnytska, Yurii Kryvenchuk, Yuriy Malynovskyy
2019	—	`conf`	Cost-Effective Use of Mathematical Methods for the Organization and Management of Data in the Cloud. CybHyg Nataliya Boyko, Lesia I. Mochurad, Oksana Chervinska
2019	—	`conf`	Forecasting Stock Prices and Accounting for Stock Market on Multicore Computers. CMiGIN Lesia I. Mochurad, Nataliya Boyko, Natalia Stanasiuk
2019	C	`conf`	Fractal Distribution of Medical Data in Neural Network. IDDM Nataliya Boyko, Maxim Kuba, Lesia I. Mochurad, Sergio Montenegro
2019	—	`conf`	Information System of Catering Selection by Using Clustering Analysis. DCSMart Nataliya Boyko, Khrystyna Shakhovska, Lesia I. Mochurad, Jaime Campos
2019	—	`conf`	Organizational and Legal Aspects of Managing the Process of Recognition of Objects in the Image. CybHyg Nataliya Boyko, Lesia I. Mochurad, Iryna Andrusiak, Yurii Drevnytskyi
2019	Misc	`conf`	Solving Systems of Nonlinear Equations on Multi-core Processors. CSIT Lesia I. Mochurad, Nataliya Boyko
2019	C	`conf`	Synthesis Control System Physiological State of a Soldier on the Battlefield ". IDDM Yurii Kryvenchuk, Ihor Helzynskyy, Tetiana Helzhynska, Nataliya Boyko, Roman Danel
2019	—	`conf`	System Of Restriction Access With The Help Of NodeMCU And RFID Module. CSIT (1) Nataliya Boyko, Volodymyr Solohub, Andrii Stasiuk
2019	—	`conf`	Usage of Machine-based Translation Methods for Analyzing Open Data in Legal Cases. CybHyg Nataliya Boyko, Lesia I. Mochurad, Uliana Parpan, Oleh Basystiuk
2018	—	`conf`	Performance Evaluation and Comparison of Software for Face Recognition, Based on Dlib and Opencv Library. DSMP Nataliya Boyko, Oleg Basystiuk, Nataliya Shakhovska
2018	—	`conf`	Prospects for Using Cloud Data Warehouses in Information Systems. CSIT (2) Nataliya Boyko, Nataliya Shakhovska
2018	Misc	`conf`	The Information Model of Cloud Data Warehouses. CSIT Nataliya Shakhovska, Nataliya Boyko, Petro Pukach
2018	—	`conf`	Use of Neural Networks in Q-Learning Algorithm. ISCIS Nataliya Boyko, Volodymyr Korkishko, Bohdan Dohnyak, Olena Vovk
2018	—	`conf`	Use of machine learning in the forecast of clinical consequences of cancer diseases. MECO Nataliya Boyko, Tetyana Sviridova, Nataliya Shakhovska
2016	Misc	`conf`	A look trough methods of intellectual data analysis and their applying in informational systems. CSIT Nataliya Boyko