Natalya Shakhovska

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 23

Top Topics

Data Preprocessing

Software Defect Prediction

Ensemble Classifier

Top Venues

Publications

Natalya Shakhovska, Nataliia Melnykova, Petro Pobereiko, Maryana Zakharchuk
Investigating Methods of Searching for Key Frames in Video Flow with the Use of Neural Networks for Search Systems. Int. J. Comput. 22 (4) (2023)
Sophie Schauer, Stefano Bertocci, Federico Cioli, Jürgen Sieck, Natalya Shakhovska, Olena Vovk
Auralization of Concert Halls for Touristic Purposes. i-com 21 (1) (2022)
Vitaliy Yakovyna, Natalya Shakhovska
Software failure time series prediction with RBF, GRNN, and LSTM neural networks. KES (2022)
Natalya Shakhovska, Nataliia Melnykova
Feature Engineering and Missing Data Imputation Method of Medical Data Analysis. CMIS (2022)
Ivan Izonin, Bohdan Ilchyshyn, Roman Tkachenko, Michal Gregus, Natalya Shakhovska, Christine Strauss
Towards Data Normalization Task for the Efficient Mining of Medical Data. ACIT (2022)
Natalya Shakhovska, Ihor Darmoriz, Yaroslav Vyklyuk, Yurii Kryvenchuk, Pavlo Pukach
Visualization of the Epidemics Forecasting Results. IDDM (2021)
Natalya Shakhovska, Vitaliy Yakovyna
Feature Selection and Software Defect Prediction by Different Ensemble Classifiers. DEXA (1) (2021)
Anna Shilinh, Pavlo Zhezhnych, Natalya Shakhovska
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 (2021)
Oleh Basystiuk, Natalya Shakhovska, Violetta Bilynska, Oleksij Syvokon, Oleksii Shamuratov, Volodymyr Kuchkovskiy
The Developing of the System for Automatic Audio to Text Conversion. IT&AS (2021)
Natalya Shakhovska, Oleksii Shamuratov
Method for Clusters and Classifying the Objects in Images. ProfIT AI (2021)
Nataliia Melnykova, Natalya Shakhovska, Volodymyr Melnykov, Mykola Logoyda, Yulia Peleshchak
The Problem of Analysing the Relationships between Individual Characteristics of Individuals with COVID'19. IDDM (2020)
Natalya Shakhovska, Vitaliy Yakovyna, Natalia Kryvinska
An Improved Software Defect Prediction Algorithm Using Self-organizing Maps Combined with Hierarchical Clustering and Data Preprocessing. DEXA (1) (2020)
Vitaliy Yakovyna, Natalya Shakhovska, Khrystyna Shakhovska, Jaime Campos
Recommendation Rules Mining for Reducing the Spread of COVID-19 Cases. IDDM (2020)
Askold Kucher, Oksana Boyko, Kateryna Ilkanych, Andriy Fechana, Natalya Shakhovska
Retrospective Analysis by Multifactor Regression in the Evaluation of the Results of Fine-needle Aspiration Biopsy of Thyroid Nodules. IDDM (2020)
Natalya Shakhovska, Oksana Peleshchyshyn, Zhanna Myna, Tetiana Bilushchak
Online Community Information Model for Use in Marketing Activities. COAPSN (2019)
Volodymyr Kuchkovskiy, Natalya Shakhovska
Information technology of Blockchain: database, smart contracts, architecture. CSIT (2) (2019)
Natalya Shakhovska
Antibids - Antibiotics Big Data System. IREHI (2018)
Natalya Shakhovska
The method of big data processing. CSIT (1) (2017)
Maksym Arzubov, Natalya Shakhovska, Piotr Lipinski
Analyzing ways of building user profile based on web surf history. CSIT (1) (2017)
Natalya Shakhovska, Lilia Nych, Roman Kaminskyi
The Identification of the Operator's Systems Images Using the Method of the Phase Portrait. CSIT (2017)
Natalya Shakhovska, Oleksii Shamuratov
The structure of information systems for environmental monitoring. CSIT (2016)
Natalya Shakhovska, Iryna Shvorob
The method for detecting plagiarism in a collection of documents. CSIT (2015)
Natalya Shakhovska, Oleh Veres, Yurii Bolubash, Liliana Bychkovska-Lipinska
Data space architecture for Big Data managering. CSIT (2015)
Yuriy Bobalo, Bohdan A. Mandziy, Petro Stakhiv, Natalya Shakhovska
Algorithmic and Software Implementation of E-Textbook "Fundamentals of Theory of Electronic Circuits". Int. J. Comput. 12 (2) (2013)