Nataliya Shakhovska

88 papers C 7Misc 11Journal 30Unranked 38

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Advancing XAI Development: An Agile Framework for Human-Centered and Explainable AI. HCI (54) Jaime Campos, Nataliya Shakhovska
2025	—	`conf`	Artificial Intelligence for the Future of Construction. SMARTINDUSTRY Ivan Izonin, Roman Tkachenko, Nataliya Shakhovska, Rosana Caro, Antonio LaTorre, Stergios Aristoteles Mitoulis
2025	J	`jnl`	Fractal Neural Network Approach for Analyzing Satellite Images. Appl. Artif. Intell. Volodymyr Shymanskyi, Oleh Ratinskiy, Nataliya Shakhovska
2025	J	`jnl`	FractalNet-LSTM Model for Time Series Forecasting. Comput. Mater. Continua Nataliya Shakhovska, Volodymyr Shymanskyi, Maksym Prymachenko
2025	J	`jnl`	High-Fidelity Synthetic Data Generation Framework for Unique Objects Detection. Comput. Nataliya Shakhovska, Bohdan Sydor, Solomiia Liaskovska, Olga Duran, Yevgen Martyn, Volodymyr Vira
2025	J	`jnl`	Lightweight Multimodal Adapter for Visual Object Tracking. Big Data Cogn. Comput. Vasyl Borsuk, Vitaliy Yakovyna, Nataliya Shakhovska
2025	—	`ed.`	Proceedings of the 2nd International Conference on Smart Automation & Robotics for Future Industry (SMARTINDUSTRY 2025), Lviv, Ukraine, April 3-5, 2025. SMARTINDUSTRY Nataliya Shakhovska, Andy T. Augousti, Solomiia Liaskovska, Olga Duran
2024	J	`jnl`	A Novel Explainable AI Model for Medical Data Analysis. J. Artif. Intell. Soft Comput. Res. Nataliya Shakhovska, Andrii Shebeko, Yarema Prykarpatskyy
2024	—	`conf`	Automated Typographic Font Generation Using Artificial Intelligence. ICAISC (2) Nataliya Shakhovska, Oleksandr Petrovskyi, Solomiia Fedusko, Michal Gregus
2024	J	`jnl`	Classification of Acoustic Tones and Cardiac Murmurs Based on Digital Signal Analysis Leveraging Machine Learning Methods. Comput. Nataliya Shakhovska, Ivan Zagorodniy
2024	—	`conf`	Design and Deployment of Data Development Toolkit in Cloud Manufacturing Environments. SMARTINDUSTRY Nataliya Shakhovska, Dmytro Liaskovsky, Andy T. Augousti, Solomiia Liaskovska, Yevgen Martyn
2024	J	`jnl`	Enhancing Solar Energy Production Forecasting Using Advanced Machine Learning and Deep Learning Techniques: A Comprehensive Study on the Impact of Meteorological Data. Comput. Mater. Continua Nataliya Shakhovska, Mykola O. Medykovskyy, Oleksandr Gurbych, Mykhailo Mamchur, Mykhailo Melnyk
2024	J	`jnl`	Experimental study and clustering of operating staff of search systems in the sense of stress resistance. Frontiers Big Data Nataliya Shakhovska, Roman Kaminskyi, Bohdan Khudoba
2024	—	`conf`	Method of Cumulative Error Estimation for Surrogate Model in Indoor Air Temperature Prediction Task. EUSPN/ICTH Nataliya Shakhovska, Lesia I. Mochurad, Rosana Caro, Sotirios Argyroudis
2024	—	`conf`	Model of Generative Adversarial Neural Network for Font Style Generation Within the Original Style. ICAISC (2) Nataliya Shakhovska, Oleksandr Petrovskyi, Solomiia Fedusko, Aneta Poniszewska-Maranda
2024	J	`jnl`	Multimodal Data Fusion for Depression Detection Approach. Comput. Mariia Nykoniuk, Oleh Basystiuk, Nataliya Shakhovska, Nataliia Melnykova
2024	—	`conf`	Predictive Maintenance for Wind Turbine Bearings: An MLOps Approach with the DIAFS Machine Learning Model. SMARTINDUSTRY Nataliya Shakhovska, Jaime Campos
2024	—	`ed.`	Proceedings of the 1st International Conference on Smart Automation & Robotics for Future Industry (SMARTINDUSTRY 2024), Lviv, Ukraine, April 18-20, 2024. SMARTINDUSTRY Nataliya Shakhovska, Andy T. Augousti, Solomiia Liaskovska, Olga Duran
2024	J	`jnl`	Real-Time Monitoring of Road Networks for Pavement Damage Detection Based on Preprocessing and Neural Networks. Big Data Cogn. Comput. Nataliya Shakhovska, Vitaliy Yakovyna, Maksym Mysak, Stergios Aristoteles Mitoulis, Sotirios Argyroudis, Yuriy Syerov
2024	J	`jnl`	Tiered approach for rapid damage characterisation of infrastructure enabled by remote sensing and deep learning technologies. CoRR Nadiia Kopiika, Andreas Karavias, Pavlos Krassakis, Zehao Ye, Jelena Ninic, Nataliya Shakhovska, Nikolaos Koukouzas, Sotirios Argyroudis, Stergios Aristoteles Mitoulis
2023	J	`jnl`	A Novel Methodology Analyzing the Influence of Micro-Stresses on Human-Centric Environments. Comput. Nataliya Shakhovska, Roman Kaminskyy, Bohdan Khudoba, Vladyslav Mykhailyshyn, Ihor Helzhynskyi
2023	J	`jnl`	Advanced Modeling and Signal Processing Methods in Brain-Computer Interfaces Based on a Vector of Cyclic Rhythmically Connected Random Processes. Sensors Serhii Lupenko, Roman Butsiy, Nataliya Shakhovska
2023	J	`jnl`	Application of Artificial Intelligence for Fraudulent Banking Operations Recognition. Big Data Cogn. Comput. Bohdan Mytnyk, Oleksandr Tkachyk, Nataliya Shakhovska, Solomiia Fedushko, Yuriy Syerov
2023	J	`jnl`	Encipher GAN: An End-to-End Color Image Encryption System Using a Deep Generative Model. Syst. Kirtee Panwar, Akansha Singh, Sonal Kukreja, Krishna Kant Singh, Nataliya Shakhovska, Andrii Boichuk
2023	J	`jnl`	New principles of finding and removing elements of mathematical model for reducing computational and time complexity. Int. J. Grid Util. Comput. Yaroslav Matviychuk, Natalia Kryvinska, Nataliya Shakhovska, Aneta Poniszewska-Maranda
2023	—	`conf`	The Novel Neural Network Architecture to Detect Car Damage. IDAACS Nataliya Shakhovska, Alex Turyk, Jürgen Sieck, Anatoly Sachenko
2023	Misc	`conf`	The ensemble of neural networks to track eye movements. CSIT Nataliya Shakhovska, Bohdan Kalysh
2022	J	`jnl`	Comparative Analysis of Backbone Networks for Deep Knee MRI Classification Models. Big Data Cogn. Comput. Nataliya Shakhovska, Pavlo Pukach
2021	—	`conf`	Data analysis of music preferences of web users based on social and demographic factors. EUSPN/ICTH Nataliya Shakhovska, Solomiia Fedushko
2021	J	`jnl`	Dendrograms-based disclosure method for evaluating cluster analysis in the IoT domain. Comput. Ind. Eng. Roman Kaminskyy, Nataliya Shakhovska, Natalia Kryvinska, Muhammad Younas
2021	J	`jnl`	Efficiency of Using Utility for Usernames Verification in Online Community Management. CoRR Solomiia Fedushko, Yuriy Syerov, Oleksandr Skybinskyi, Nataliya Shakhovska, Zoryana Kunch
2021	—	`conf`	Person Fall Detection System Based on Video Stream Analysis. EUSPN/ICTH Nazar Mamchur, Nataliya Shakhovska, Michal Gregus ml.
2021	J	`jnl`	Personalized Data Analysis Approach for Assessing Necessary Hospital Bed-Days Built on Condition Space and Hierarchical Predictor. Big Data Cogn. Comput. Nataliia Melnykova, Nataliya Shakhovska, Volodymyr Melnykov, Kateryna Melnykova, Khrystyna Lishchuk-Yakymovych
2021	C	`ed.`	Proceedings of the 4th International Conference on Informatics & Data-Driven Medicine, Valencia, Spain, November 19 - 21, 2021. IDDM Nataliya Shakhovska, Addisson Salazar, Ivan Izonin, Jaime Campos
2021	—	`conf`	Social and Economics Aspects of The Pandemic Influence in Ukraine. EUSPN/ICTH Iryna Moiseenko, Nataliya Shakhovska, Ivanna Dronyuk, Olesia Datsko
2021	J	`jnl`	The Additive Input-Doubling Method Based on the SVR with Nonlinear Kernels: Small Data Approach. Symmetry Ivan Izonin, Roman Tkachenko, Nataliya Shakhovska, Nataliia Lotoshynska
2021	—	`conf`	The Developing of the System for Automatic Audio to Text Conversion. MoMLeT+DS Vladyslav Tsap, Nataliya Shakhovska, Ivan Sokolovskyi
2021	J	`jnl`	The Hierarchical Classifier for COVID-19 Resistance Evaluation. Data Nataliya Shakhovska, Ivan Izonin, Nataliia Melnykova
2021	—	`conf`	The System for Eliminating Blurring of Text Images Using Convolutional Neural Networks. CSIT (1) Nataliya Shakhovska, Andrii Natiahlyi
2021	—	`conf`	Visual Question and Answering System for NLP and Computer Vision Problems. IDAACS Dmytro Kozii, Nataliya Shakhovska
2020	—	`conf`	A Mixed Fog/Edge/AIoT/Robotics Education Approach based on Tripled Learning. COAPSN Roman Hasko, Nataliya Shakhovska, Olena Vovk, Roman Holoshchuk
2020	J	`jnl`	A New Approach for Missing Data Imputation in Big Data Interface. Inf. Technol. Control. Chunzhi Wang, Nataliya Shakhovska, Anatoliy Sachenko, Myroslav Komar
2020	—	`conf`	Determining the Psychological Portrait of Members of Web Communities through Socionic Analysis. COAPSN Alexander Morushko, Natalia Khymytsia, Nataliya Shakhovska
2020	C	`conf`	Mathematical Model Reduction Principle Development. IDDM Yaroslav Matviychuk, Nataliya Shakhovska
2020	Misc	`conf`	Method for Estimation of R&D Products Cost Taking into Account Their Technological Readiness. CSIT Nataliya Chukhray, Nataliya Shakhovska, Oleksandra Mrykhina
2020	C	`ed.`	Proceedings of the 3rd International Conference on Informatics & Data-Driven Medicine, Växjö, Sweden, November 19 - 21, 2020. IDDM Nataliya Shakhovska, Jaime Campos, Nataliia Melnykova, Ivan Izonin
2020	—	`conf`	The Applying Processing Intelligence Methods for Classify Persons in Identify Personalized Medication Decisions. ACIT Nataliia Melnykova, Nataliya Shakhovska, Volodymyr Melnykov, Mariana Zakharchuk, Mykola Logoyda, Vitalii Mahlovanyi
2020	—	`conf`	The Method of Text Tonality Classification. CSIT (1) Nataliya Shakhovska, Khrystyna Shakhovska
2020	Misc	`conf`	The Novel Approach to Modeling the Spread of Viral Infections. CSIT Nataliya Shakhovska, Nataliia Melnykova, Volodymyr Melnykov, Vitaly Mahlovanyj, Nataliya Hrabovska
2019	Misc	`conf`	A Smart Home System Development. CSIT Vasyl Lytvyn, Victoria Vysotska, Nataliya Shakhovska, Vladyslav Mykhailyshyn, Mykola Medykovskyy, Ivan Peleshchak, Vitor Basto-Fernandes, Roman Peleshchak, Serhii Shcherbak
2019	J	`jnl`	Analytical review of medical mobile diagnostic systems. CoRR Darii Kordiyak, Nataliya Shakhovska
2019	—	`conf`	Application of Artificial Intelligence Algorithms for Image Processing. MoMLeT Nataliya Boyko, Andriy Bronetskyi, Nataliya Shakhovska
2019	—	`conf`	Architecture of the Platform for Big Data Preprocessing and Processing in Medical Sector. IREHI Nataliya Shakhovska, Solomiia Fedushko, Eugen Zasoba, Vladyslav Mykhaikyshyn, Mykhailo Osypov, Olena Vovk
2019	—	`conf`	Association rules in Medical Domain. IREHI Nataliya Shakhovska
2019	J	`jnl`	Big Data Model "Entity and Features". CoRR Nataliya Shakhovska, Uyrii Bolubash, Oleh Veres
2019	—	`conf`	Big Data Processing Technologies in Distributed Information Systems. EUSPN/ICTH Nataliya Shakhovska, Nataliya Boyko, Yevgen Zasoba, Eleonora Benova
2019	—	`conf`	Calculating the constant in the Hurst index for the time series. CSIT (2) Roman Kaminskyi, Nataliya Shakhovska, Andrew Khudy
2019	—	`conf`	Calculation of the Exact Value of the Fractal Dimension in the Time Series for the Box-Counting Method. ACIT Roman Kaminskyi, Lesia I. Mochurad, Nataliya Shakhovska, Nataliya Melnykova
2019	—	`conf`	Consumer aspects in assessing the suitability of technologies for the transfer. CSIT (3) Nataliya Chukhray, Nataliya Shakhovska, Oleksandra Mrykhina, Myroslava Bublyk, Lidiya Lisovska
2019	J	`jnl`	Dataspace architecture and manage its components class projection. CoRR Nataliya Shakhovska, Yurii Bolubash
2019	—	`conf`	Development of System for Auto-Tagging Articles, Based on Neural Network. COLINS Pavlo Mukalov, Oleksandr Zelinskyi, Roman Levkovych, Petro Tarnavskyi, Anastasiia Pylyp, Nataliya Shakhovska
2019	—	`conf`	Development of the Speech-to-Text Chatbot Interface Based on Google API. MoMLeT Nataliya Shakhovska, Oleh Basystiuk, Khrystyna Shakhovska
2019	—	`conf`	Efficiency of Using Utility for Username Verification in Online Community Management. CMiGIN Solomiia Fedushko, Yuriy Syerov, Oleksandr Skybinskyi, Nataliya Shakhovska, Zoryana Kunch
2019	J	`jnl`	Generalized formal model of big data. CoRR Nataliya Shakhovska, Oleh Veres, Mariia Hirnyak
2019	—	`conf`	Method of Development the Behavior pattern. IDAACS Nataliya Shakhovska, Ruslan Shalaev, Alex Zaslavsky, Artur Kadyrov, Vitaliy Shevchuk, Sofiia Heletiy
2019	—	`conf`	Method of Direct Diagnostic Problem Solution in UAV Operation System. CybHyg Ivan Yashanov, Marlen Asanov, Nataliya Shakhovska
2019	Misc	`conf`	Methodical Approach to Assessing the Readiness Level of Technologies for the Transfer. CSIT Nataliya Chukhray, Nataliya Shakhovska, Oleksandra Mrykhina, Myroslava Bublyk, Lidiya Lisovska
2019	C	`ed.`	Proceedings of the 2nd International Workshop on Informatics & Data-Driven Medicine (IDDM 2019), Lviv, Ukraine, November 11-13, 2019. IDDM Nataliya Shakhovska, Ivan Izonin, Sergio Montenegro, Yannick Estève, Jaime Campos, Natalia Kryvinska
2019	J	`jnl`	Smartphone app with usage of AR technologies - SolAR System. CoRR Glib Shchur, Nataliya Shakhovska
2019	—	`conf`	The Method for Determining the Readiness Level of Technologies for the Safety Transfer. CMiGIN Nataliya Shakhovska, Nataliya Chukhray, Roman Hasko, Natalia Lotoshynska, Marta Voronovska
2019	—	`conf`	The Simulator and Neuro-Controller for Small Satellite Attitude Development. CMIS Nataliya Shakhovska, Dmytro Kozii, Pavlo Mukalov
2019	J	`jnl`	The method of automatic summarization from different sources. CoRR Nataliya Shakhovska, Taras Cherna
2019	—	`conf`	The methods for Contour Analysis of Images. CSIT (2) Oleksii Shamuratov, Yuriy Ryshkovets, Nataliya Shakhovska, Ihor Kohút
2018	Misc	`conf`	An Overview of Denoising Methods for Different Types of Noises Present on Graphic Images. CSIT Oleh Kosar, Nataliya Shakhovska
2018	Misc	`conf`	Analysis of the Activity of Territorial Communities Using Information Technology of Big Data Based on the Entity-Characteristic Mode. CSIT Nataliya Shakhovska, Oleksii Duda, Oleksandr Matsiuk, Yuriy Bolyubash, Roman Vovnyanka
2018	J	`jnl`	Association Rules Mining in Big Data. Int. J. Comput. Nataliya Shakhovska, Roman Kaminskyy, Eugen Zasoba, Mykola Tsiutsiura
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	C	`ed.`	Proceedings of the 1st International Workshop on Informatics & Data-Driven Medicine (IDDM 2018), Lviv, Ukraine, November 28-30, 2018. IDDM Nataliya Shakhovska, Sergio Montenegro, Yannick Estève, Sergey Subbotin, Natalia Kryvinska, Ivan Izonin
2018	—	`conf`	Prospects for Using Cloud Data Warehouses in Information Systems. CSIT (2) Nataliya Boyko, Nataliya Shakhovska
2018	Misc	`conf`	Smart Integrated Robotics System for SMEs Controlled by Internet of Things Based on Dynamic Manufacturing Processes. CSIT Yurii Kryvenchuk, Nataliya Shakhovska, Nataliia Melnykova, Roman Holoshchuk
2018	—	`conf`	The Associative Rules Constructing on the Example of Patient's Physical Characteristics. ACIT Nataliya Shakhovska, Iryna Zhelizniak
2018	Misc	`conf`	The Information Model of Cloud Data Warehouses. CSIT Nataliya Shakhovska, Nataliya Boyko, Petro Pukach
2018	—	`conf`	The Methods for Evaluating the Quality of Images with Different Types of Noise. CSIT (1) Oleh Kosar, Nataliya Shakhovska
2018	C	`conf`	The Sequential Associative Rules Analysis of Patient's Physical Characteristics. IDDM Nataliya Shakhovska, Roman Holoshchuk, Solomia Fedushko, Oleh Kosar, Roman Danel, Michal Repka
2018	C	`conf`	The Smart House Based System for the Collection and Analysis of Medical Data. IDDM Yurii Kryvenchuk, Nataliya Shakhovska, Iryna Shvorob, Sergio Montenegro, Maksym Nechepurenko
2018	—	`conf`	Use of machine learning in the forecast of clinical consequences of cancer diseases. MECO Nataliya Boyko, Tetyana Sviridova, Nataliya Shakhovska
2017	Misc	`conf`	Intelligent Systems Design of Distance Learning Realization for Modern Youth Promotion and Involvement in Independent Scientific Researches. CSIT Nataliya Shakhovska, Victoria Vysotska, Lyubomyr Chyrun
2016	Misc	`conf`	Features of e-learning realization using virtual research laboratory. CSIT Nataliya Shakhovska, Victoria Vysotska, Lyubomyr Chyrun