Natalya Shakhovska

29 papers B 1C 4Misc 6Journal 3Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Accelerating Deep Reinforcement Learning for UAVs through Optimized Simulation. SMARTINDUSTRY Volodymyr Iatsyshyn, Natalya Shakhovska, Sviatoslav Shainoha
2023	J	`jnl`	Investigating Methods of Searching for Key Frames in Video Flow with the Use of Neural Networks for Search Systems. Int. J. Comput. Natalya Shakhovska, Nataliia Melnykova, Petro Pobereiko, Maryana Zakharchuk
2022	J	`jnl`	Auralization of Concert Halls for Touristic Purposes. i-com Sophie Schauer, Stefano Bertocci, Federico Cioli, Jürgen Sieck, Natalya Shakhovska, Olena Vovk
2022	—	`conf`	Feature Engineering and Missing Data Imputation Method of Medical Data Analysis. CMIS Natalya Shakhovska, Nataliia Melnykova
2022	B	`conf`	Software failure time series prediction with RBF, GRNN, and LSTM neural networks. KES Vitaliy Yakovyna, Natalya Shakhovska
2022	—	`conf`	Towards Data Normalization Task for the Efficient Mining of Medical Data. ACIT Ivan Izonin, Bohdan Ilchyshyn, Roman Tkachenko, Michal Gregus, Natalya Shakhovska, Christine Strauss
2021	Misc	`ed.`	Advances in Intelligent Systems and Computing V - Selected Papers from the International Conference on Computer Science and Information Technologies, CSIT 2020, September 23-26, 2020, Zbarazh, Ukraine CSIT Natalya Shakhovska, Mykola O. Medykovskyy
2021	—	`conf`	Algorithm for Forming the Offer of Educational Services by Higher Education Institutions to Improve the Technology of Processing Educational Content by Potential Entrants. IT&AS Anna Shilinh, Pavlo Zhezhnych, Natalya Shakhovska
2021	—	`conf`	Feature Selection and Software Defect Prediction by Different Ensemble Classifiers. DEXA (1) Natalya Shakhovska, Vitaliy Yakovyna
2021	—	`conf`	Method for Clusters and Classifying the Objects in Images. ProfIT AI Natalya Shakhovska, Oleksii Shamuratov
2021	—	`ed.`	Proceedings of the Symposium on Information Technologies & Applied Sciences (IT&AS 2021), Bratislava, Slovak Republic, March 5, 2021. IT&AS Natalya Shakhovska, Solomiia Fedushko, Natalia Kryvinska, Michal Gregus
2021	—	`conf`	The Developing of the System for Automatic Audio to Text Conversion. IT&AS Oleh Basystiuk, Natalya Shakhovska, Violetta Bilynska, Oleksij Syvokon, Oleksii Shamuratov, Volodymyr Kuchkovskiy
2021	C	`conf`	Visualization of the Epidemics Forecasting Results. IDDM Natalya Shakhovska, Ihor Darmoriz, Yaroslav Vyklyuk, Yurii Kryvenchuk, Pavlo Pukach
2020	Misc	`ed.`	Advances in Intelligent Systems and Computing IV - Selected Papers from the International Conference on Computer Science and Information Technologies, CSIT 2019, September 17-20, 2019, Lviv, Ukraine CSIT Natalya Shakhovska, Mykola O. Medykovskyy
2020	—	`conf`	An Improved Software Defect Prediction Algorithm Using Self-organizing Maps Combined with Hierarchical Clustering and Data Preprocessing. DEXA (1) Natalya Shakhovska, Vitaliy Yakovyna, Natalia Kryvinska
2020	C	`conf`	Recommendation Rules Mining for Reducing the Spread of COVID-19 Cases. IDDM Vitaliy Yakovyna, Natalya Shakhovska, Khrystyna Shakhovska, Jaime Campos
2020	C	`conf`	Retrospective Analysis by Multifactor Regression in the Evaluation of the Results of Fine-needle Aspiration Biopsy of Thyroid Nodules. IDDM Askold Kucher, Oksana Boyko, Kateryna Ilkanych, Andriy Fechana, Natalya Shakhovska
2020	C	`conf`	The Problem of Analysing the Relationships between Individual Characteristics of Individuals with COVID'19. IDDM Nataliia Melnykova, Natalya Shakhovska, Volodymyr Melnykov, Mykola Logoyda, Yulia Peleshchak
2019	—	`conf`	Information technology of Blockchain: database, smart contracts, architecture. CSIT (2) Volodymyr Kuchkovskiy, Natalya Shakhovska
2019	—	`conf`	Online Community Information Model for Use in Marketing Activities. COAPSN Natalya Shakhovska, Oksana Peleshchyshyn, Zhanna Myna, Tetiana Bilushchak
2019	—	`ed.`	Proceedings of the Second International Workshop on Computer Modeling and Intelligent Systems (CMIS-2019), Zaporizhzhia, Ukraine, April 15-19, 2019. CMIS David Luengo, Sergey Subbotin, Peter Arras, Yevgeniy V. Bodyanskiy, Karsten Henke, Ivan Izonin, Vitaly G. Levashenko, Volodymyr Lytvynenko, Anzhelika Parkhomenko, Andreas Pester, Natalya Shakhovska, Alexei Sharpanskykh, Galyna Tabunshchyk, Carsten Wolff, Heinz-Dietrich Wuttke, Elena Zaitseva
2018	—	`conf`	Antibids - Antibiotics Big Data System. IREHI Natalya Shakhovska
2017	—	`conf`	Analyzing ways of building user profile based on web surf history. CSIT (1) Maksym Arzubov, Natalya Shakhovska, Piotr Lipinski
2017	Misc	`conf`	The Identification of the Operator's Systems Images Using the Method of the Phase Portrait. CSIT Natalya Shakhovska, Lilia Nych, Roman Kaminskyi
2017	—	`conf`	The method of big data processing. CSIT (1) Natalya Shakhovska
2016	Misc	`conf`	The structure of information systems for environmental monitoring. CSIT Natalya Shakhovska, Oleksii Shamuratov
2015	Misc	`conf`	Data space architecture for Big Data managering. CSIT Natalya Shakhovska, Oleh Veres, Yurii Bolubash, Liliana Bychkovska-Lipinska
2015	Misc	`conf`	The method for detecting plagiarism in a collection of documents. CSIT Natalya Shakhovska, Iryna Shvorob
2013	J	`jnl`	Algorithmic and Software Implementation of E-Textbook "Fundamentals of Theory of Electronic Circuits". Int. J. Comput. Yuriy Bobalo, Bohdan A. Mandziy, Petro Stakhiv, Natalya Shakhovska