Nataliya Shakhovska

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 69

Top Topics

Association Rules

Fractal Dimension

Top Venues

Publications

Nataliya Shakhovska, Roman Kaminskyi, Bohdan Khudoba
Experimental study and clustering of operating staff of search systems in the sense of stress resistance. Frontiers Big Data 6 (2024)
Nadiia Kopiika, Andreas Karavias, Pavlos Krassakis, Zehao Ye, Jelena Ninic, Nataliya Shakhovska, Nikolaos Koukouzas, Sotirios Argyroudis, Stergios Aristoteles Mitoulis
Tiered approach for rapid damage characterisation of infrastructure enabled by remote sensing and deep learning technologies. CoRR (2024)
Nataliya Shakhovska, Jaime Campos
Predictive Maintenance for Wind Turbine Bearings: An MLOps Approach with the DIAFS Machine Learning Model. SMARTINDUSTRY (2024)
Nataliya Shakhovska, Dmytro Liaskovsky, Andy T. Augousti, Solomiia Liaskovska, Yevgen Martyn
Design and Deployment of Data Development Toolkit in Cloud Manufacturing Environments. SMARTINDUSTRY (2024)
Nataliya Shakhovska, Andrii Shebeko, Yarema Prykarpatskyy
A Novel Explainable AI Model for Medical Data Analysis. J. Artif. Intell. Soft Comput. Res. 14 (2) (2024)
Nataliya Shakhovska, Alex Turyk, Jürgen Sieck, Anatoly Sachenko
The Novel Neural Network Architecture to Detect Car Damage. IDAACS (2023)
Serhii Lupenko, Roman Butsiy, Nataliya Shakhovska
Advanced Modeling and Signal Processing Methods in Brain-Computer Interfaces Based on a Vector of Cyclic Rhythmically Connected Random Processes. Sensors 23 (2) (2023)
Nataliya Shakhovska, Bohdan Kalysh
The ensemble of neural networks to track eye movements. CSIT (2023)
Yaroslav Matviychuk, Natalia Kryvinska, Nataliya Shakhovska, Aneta Poniszewska-Maranda
New principles of finding and removing elements of mathematical model for reducing computational and time complexity. Int. J. Grid Util. Comput. 14 (4) (2023)
Bohdan Mytnyk, Oleksandr Tkachyk, Nataliya Shakhovska, Solomiia Fedushko, Yuriy Syerov
Application of Artificial Intelligence for Fraudulent Banking Operations Recognition. Big Data Cogn. Comput. 7 (2) (2023)
Kirtee Panwar, Akansha Singh, Sonal Kukreja, Krishna Kant Singh, Nataliya Shakhovska, Andrii Boichuk
Encipher GAN: An End-to-End Color Image Encryption System Using a Deep Generative Model. Syst. 11 (1) (2023)
Nataliya Shakhovska, Roman Kaminskyy, Bohdan Khudoba, Vladyslav Mykhailyshyn, Ihor Helzhynskyi
A Novel Methodology Analyzing the Influence of Micro-Stresses on Human-Centric Environments. Comput. 11 (11) (2023)
Nataliya Shakhovska, Pavlo Pukach
Comparative Analysis of Backbone Networks for Deep Knee MRI Classification Models. Big Data Cogn. Comput. 6 (3) (2022)
Solomiia Fedushko, Yuriy Syerov, Oleksandr Skybinskyi, Nataliya Shakhovska, Zoryana Kunch
Efficiency of Using Utility for Usernames Verification in Online Community Management. CoRR (2021)
Ivan Izonin, Roman Tkachenko, Nataliya Shakhovska, Nataliia Lotoshynska
The Additive Input-Doubling Method Based on the SVR with Nonlinear Kernels: Small Data Approach. Symmetry 13 (4) (2021)
Nataliya Shakhovska, Ivan Izonin, Nataliia Melnykova
The Hierarchical Classifier for COVID-19 Resistance Evaluation. Data 6 (1) (2021)
Nataliia Melnykova, Nataliya Shakhovska, Volodymyr Melnykov, Kateryna Melnykova, Khrystyna Lishchuk-Yakymovych
Personalized Data Analysis Approach for Assessing Necessary Hospital Bed-Days Built on Condition Space and Hierarchical Predictor. Big Data Cogn. Comput. 5 (3) (2021)
Iryna Moiseenko, Nataliya Shakhovska, Ivanna Dronyuk, Olesia Datsko
Social and Economics Aspects of The Pandemic Influence in Ukraine. EUSPN/ICTH (2021)
Nataliya Shakhovska, Solomiia Fedushko
Data analysis of music preferences of web users based on social and demographic factors. EUSPN/ICTH (2021)
Nazar Mamchur, Nataliya Shakhovska, Michal Gregus ml.
Person Fall Detection System Based on Video Stream Analysis. EUSPN/ICTH (2021)
Roman Kaminskyy, Nataliya Shakhovska, Natalia Kryvinska, Muhammad Younas
Dendrograms-based disclosure method for evaluating cluster analysis in the IoT domain. Comput. Ind. Eng. 158 (2021)
Nataliya Shakhovska, Andrii Natiahlyi
The System for Eliminating Blurring of Text Images Using Convolutional Neural Networks. CSIT (1) (2021)
Dmytro Kozii, Nataliya Shakhovska
Visual Question and Answering System for NLP and Computer Vision Problems. IDAACS (2021)
Vladyslav Tsap, Nataliya Shakhovska, Ivan Sokolovskyi
The Developing of the System for Automatic Audio to Text Conversion. MoMLeT+DS (2021)
Nataliya Shakhovska, Nataliia Melnykova, Volodymyr Melnykov, Vitaly Mahlovanyj, Nataliya Hrabovska
The Novel Approach to Modeling the Spread of Viral Infections. CSIT (2020)
Yaroslav Matviychuk, Nataliya Shakhovska
Mathematical Model Reduction Principle Development. IDDM (2020)
Nataliia Melnykova, Nataliya Shakhovska, Volodymyr Melnykov, Mariana Zakharchuk, Mykola Logoyda, Vitalii Mahlovanyi
The Applying Processing Intelligence Methods for Classify Persons in Identify Personalized Medication Decisions. ACIT (2020)
Nataliya Shakhovska, Khrystyna Shakhovska
The Method of Text Tonality Classification. CSIT (1) (2020)
Roman Hasko, Nataliya Shakhovska, Olena Vovk, Roman Holoshchuk
A Mixed Fog/Edge/AIoT/Robotics Education Approach based on Tripled Learning. COAPSN (2020)
Chunzhi Wang, Nataliya Shakhovska, Anatoliy Sachenko, Myroslav Komar
A New Approach for Missing Data Imputation in Big Data Interface. Inf. Technol. Control. 49 (4) (2020)
Nataliya Chukhray, Nataliya Shakhovska, Oleksandra Mrykhina
Method for Estimation of R&D Products Cost Taking into Account Their Technological Readiness. CSIT (2020)
Alexander Morushko, Natalia Khymytsia, Nataliya Shakhovska
Determining the Psychological Portrait of Members of Web Communities through Socionic Analysis. COAPSN (2020)
Nataliya Shakhovska, Uyrii Bolubash, Oleh Veres
Big Data Model "Entity and Features". CoRR (2019)
Nataliya Shakhovska
Association rules in Medical Domain. IREHI (2019)
Darii Kordiyak, Nataliya Shakhovska
Analytical review of medical mobile diagnostic systems. CoRR (2019)
Nataliya Shakhovska, Oleh Basystiuk, Khrystyna Shakhovska
Development of the Speech-to-Text Chatbot Interface Based on Google API. MoMLeT (2019)
Nataliya Shakhovska, Ruslan Shalaev, Alex Zaslavsky, Artur Kadyrov, Vitaliy Shevchuk, Sofiia Heletiy
Method of Development the Behavior pattern. IDAACS (2019)
Glib Shchur, Nataliya Shakhovska
Smartphone app with usage of AR technologies - SolAR System. CoRR (2019)
Nataliya Shakhovska, Nataliya Chukhray, Roman Hasko, Natalia Lotoshynska, Marta Voronovska
The Method for Determining the Readiness Level of Technologies for the Safety Transfer. CMiGIN (2019)
Nataliya Shakhovska, Taras Cherna
The method of automatic summarization from different sources. CoRR (2019)
Nataliya Shakhovska, Dmytro Kozii, Pavlo Mukalov
The Simulator and Neuro-Controller for Small Satellite Attitude Development. CMIS (2019)
Ivan Yashanov, Marlen Asanov, Nataliya Shakhovska
Method of Direct Diagnostic Problem Solution in UAV Operation System. CybHyg (2019)
Nataliya Chukhray, Nataliya Shakhovska, Oleksandra Mrykhina, Myroslava Bublyk, Lidiya Lisovska
Consumer aspects in assessing the suitability of technologies for the transfer. CSIT (3) (2019)
Roman Kaminskyi, Nataliya Shakhovska, Andrew Khudy
Calculating the constant in the Hurst index for the time series. CSIT (2) (2019)
Nataliya Shakhovska, Solomiia Fedushko, Eugen Zasoba, Vladyslav Mykhaikyshyn, Mykhailo Osypov, Olena Vovk
Architecture of the Platform for Big Data Preprocessing and Processing in Medical Sector. IREHI (2019)
Nataliya Boyko, Andriy Bronetskyi, Nataliya Shakhovska
Application of Artificial Intelligence Algorithms for Image Processing. MoMLeT (2019)
Nataliya Shakhovska, Nataliya Boyko, Yevgen Zasoba, Eleonora Benova
Big Data Processing Technologies in Distributed Information Systems. EUSPN/ICTH (2019)
Solomiia Fedushko, Yuriy Syerov, Oleksandr Skybinskyi, Nataliya Shakhovska, Zoryana Kunch
Efficiency of Using Utility for Username Verification in Online Community Management. CMiGIN (2019)
Vasyl Lytvyn, Victoria Vysotska, Nataliya Shakhovska, Vladyslav Mykhailyshyn, Mykola Medykovskyy, Ivan Peleshchak, Vítor Basto Fernandes, Roman Peleshchak, Serhii Shcherbak
A Smart Home System Development. CSIT (2019)
Nataliya Shakhovska, Yurii Bolubash
Dataspace architecture and manage its components class projection. CoRR (2019)
Pavlo Mukalov, Oleksandr Zelinskyi, Roman Levkovych, Petro Tarnavskyi, Anastasiia Pylyp, Nataliya Shakhovska
Development of System for Auto-Tagging Articles, Based on Neural Network. COLINS (2019)
Roman Kaminskyi, Lesia Mochurad, Nataliya Shakhovska, Nataliya Melnykova
Calculation of the Exact Value of the Fractal Dimension in the Time Series for the Box-Counting Method. ACIT (2019)
Nataliya Shakhovska, Oleh Veres, Mariia Hirnyak
Generalized formal model of big data. CoRR (2019)
Nataliya Chukhray, Nataliya Shakhovska, Oleksandra Mrykhina, Myroslava Bublyk, Lidiya Lisovska
Methodical Approach to Assessing the Readiness Level of Technologies for the Transfer. CSIT (2019)
Oleksii Shamuratov, Yuriy Ryshkovets, Nataliya Shakhovska, Ihor Kohút
The methods for Contour Analysis of Images. CSIT (2) (2019)
Nataliya Boyko, Tetyana Sviridova, Nataliya Shakhovska
Use of machine learning in the forecast of clinical consequences of cancer diseases. MECO (2018)
Nataliya Shakhovska, Oleksii Duda, Oleksandr Matsiuk, Yuriy Bolyubash, Roman Vovnyanka
Analysis of the Activity of Territorial Communities Using Information Technology of Big Data Based on the Entity-Characteristic Mode. CSIT (2018)
Oleh Kosar, Nataliya Shakhovska
An Overview of Denoising Methods for Different Types of Noises Present on Graphic Images. CSIT (2018)
Nataliya Boyko, Nataliya Shakhovska
Prospects for Using Cloud Data Warehouses in Information Systems. CSIT (2) (2018)
Oleh Kosar, Nataliya Shakhovska
The Methods for Evaluating the Quality of Images with Different Types of Noise. CSIT (1) (2018)
Nataliya Shakhovska, Iryna Zhelizniak
The Associative Rules Constructing on the Example of Patient's Physical Characteristics. ACIT (2018)
Nataliya Shakhovska, Nataliya Boyko, Petro Pukach
The Information Model of Cloud Data Warehouses. CSIT (2018)
Yurii Kryvenchuk, Nataliya Shakhovska, Iryna Shvorob, Sergio Montenegro, Maksym Nechepurenko
The Smart House Based System for the Collection and Analysis of Medical Data. IDDM (2018)
Nataliya Boyko, Oleg Basystiuk, Nataliya Shakhovska
Performance Evaluation and Comparison of Software for Face Recognition, Based on Dlib and Opencv Library. DSMP (2018)
Nataliya Shakhovska, Roman Kaminskyy, Eugen Zasoba, Mykola Tsiutsiura
Association Rules Mining in Big Data. Int. J. Comput. 17 (2018)
Nataliya Shakhovska, Roman Holoshchuk, Solomia Fedushko, Oleh Kosar, Roman Danel, Michal Repka
The Sequential Associative Rules Analysis of Patient's Physical Characteristics. IDDM (2018)
Yurii Kryvenchuk, Nataliya Shakhovska, Nataliia Melnykova, Roman Holoshchuk
Smart Integrated Robotics System for SMEs Controlled by Internet of Things Based on Dynamic Manufacturing Processes. CSIT (2018)
Nataliya Shakhovska, Victoria Vysotska, Lyubomyr Chyrun
Intelligent Systems Design of Distance Learning Realization for Modern Youth Promotion and Involvement in Independent Scientific Researches. CSIT (2017)
Nataliya Shakhovska, Victoria Vysotska, Lyubomyr Chyrun
Features of e-learning realization using virtual research laboratory. CSIT (2016)