Natalia Shakhovska

Orcid: 0000-0002-6875-8534

Affiliations:
  • Lviv Polytechnic National University, Ukraine


According to our database1, Natalia Shakhovska authored at least 92 papers between 2015 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Tiered approach for rapid damage characterisation of infrastructure enabled by remote sensing and deep learning technologies.
CoRR, 2024

2023
A Novel Methodology Analyzing the Influence of Micro-Stresses on Human-Centric Environments.
Comput., November, 2023

Advanced Modeling and Signal Processing Methods in Brain-Computer Interfaces Based on a Vector of Cyclic Rhythmically Connected Random Processes.
Sensors, January, 2023

Encipher GAN: An End-to-End Color Image Encryption System Using a Deep Generative Model.
Syst., 2023

New principles of finding and removing elements of mathematical model for reducing computational and time complexity.
Int. J. Grid Util. Comput., 2023

Application of Artificial Intelligence for Fraudulent Banking Operations Recognition.
Big Data Cogn. Comput., 2023

The Novel Neural Network Architecture to Detect Car Damage.
Proceedings of the 12th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2023

The ensemble of neural networks to track eye movements.
Proceedings of the 18th IEEE International Conference on Computer Science and Information Technologies, 2023

2022
Auralization of Concert Halls for Touristic Purposes.
i-com, 2022

Comparative Analysis of Backbone Networks for Deep Knee MRI Classification Models.
Big Data Cogn. Comput., 2022

Software failure time series prediction with RBF, GRNN, and LSTM neural networks.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

Feature Engineering and Missing Data Imputation Method of Medical Data Analysis.
Proceedings of The Fifth International Workshop on Computer Modeling and Intelligent Systems (CMIS-2022), 2022

Towards Data Normalization Task for the Efficient Mining of Medical Data.
Proceedings of the 12th International Conference on Advanced Computer Information Technologies, 2022

2021
The Additive Input-Doubling Method Based on the SVR with Nonlinear Kernels: Small Data Approach.
Symmetry, 2021

The Hierarchical Classifier for COVID-19 Resistance Evaluation.
Data, 2021

Efficiency of Using Utility for Usernames Verification in Online Community Management.
CoRR, 2021

Dendrograms-based disclosure method for evaluating cluster analysis in the IoT domain.
Comput. Ind. Eng., 2021

Personalized Data Analysis Approach for Assessing Necessary Hospital Bed-Days Built on Condition Space and Hierarchical Predictor.
Big Data Cogn. Comput., 2021

Method for Clusters and Classifying the Objects in Images.
Proceedings of the International Workshop of IT-professionals on Artificial Intelligence (ProfIT AI 2021) 2021, 2021

The Developing of the System for Automatic Audio to Text Conversion.
Proceedings of the Modern Machine Learning Technologies and Data Science Workshop. Proc. 3rd International Workshop (MoMLeT&DS 2021). Volume I: Main Conference, 2021

Algorithm for Forming the Offer of Educational Services by Higher Education Institutions to Improve the Technology of Processing Educational Content by Potential Entrants.
Proceedings of the Symposium on Information Technologies & Applied Sciences (IT&AS 2021), 2021

The Developing of the System for Automatic Audio to Text Conversion.
Proceedings of the Symposium on Information Technologies & Applied Sciences (IT&AS 2021), 2021

Visualization of the Epidemics Forecasting Results.
Proceedings of the 4th International Conference on Informatics & Data-Driven Medicine, Valencia, Spain, November 19, 2021

Visual Question and Answering System for NLP and Computer Vision Problems.
Proceedings of the 2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2021

Data analysis of music preferences of web users based on social and demographic factors.
Proceedings of the 12th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2021) / The 11th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2021), 2021

Social and Economics Aspects of The Pandemic Influence in Ukraine.
Proceedings of the 12th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2021) / The 11th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2021), 2021

Person Fall Detection System Based on Video Stream Analysis.
Proceedings of the 12th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2021) / The 11th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2021), 2021

Feature Selection and Software Defect Prediction by Different Ensemble Classifiers.
Proceedings of the Database and Expert Systems Applications, 2021

The System for Eliminating Blurring of Text Images Using Convolutional Neural Networks.
Proceedings of the IEEE 16th International Conference on Computer Sciences and Information Technologies, 2021

An Empirical Investigation of Pandemic Impact on IT Students' Educational Schedule.
Proceedings of the Computer Science Protecting Human Society Against Epidemics, 2021

2020
A New Approach for Missing Data Imputation in Big Data Interface.
Inf. Technol. Control., 2020

Recommendation Rules Mining for Reducing the Spread of COVID-19 Cases.
Proceedings of the 3rd International Conference on Informatics & Data-Driven Medicine, Växjö, Sweden, November 19, 2020

The Problem of Analysing the Relationships between Individual Characteristics of Individuals with COVID'19.
Proceedings of the 3rd International Conference on Informatics & Data-Driven Medicine, Växjö, Sweden, November 19, 2020

Mathematical Model Reduction Principle Development.
Proceedings of the 3rd International Conference on Informatics & Data-Driven Medicine, Växjö, Sweden, November 19, 2020

Retrospective Analysis by Multifactor Regression in the Evaluation of the Results of Fine-needle Aspiration Biopsy of Thyroid Nodules.
Proceedings of the 3rd International Conference on Informatics & Data-Driven Medicine, Växjö, Sweden, November 19, 2020

An Improved Software Defect Prediction Algorithm Using Self-organizing Maps Combined with Hierarchical Clustering and Data Preprocessing.
Proceedings of the Database and Expert Systems Applications, 2020

The Method of Text Tonality Classification.
Proceedings of the IEEE 15th International Conference on Computer Sciences and Information Technologies, 2020

The Novel Approach to Modeling the Spread of Viral Infections.
Proceedings of the Advances in Intelligent Systems and Computing V, 2020

Method for Estimation of R&D Products Cost Taking into Account Their Technological Readiness.
Proceedings of the Advances in Intelligent Systems and Computing V, 2020

Determining the Psychological Portrait of Members of Web Communities through Socionic Analysis.
Proceedings of the 2nd International Workshop on Control, 2020

A Mixed Fog/Edge/AIoT/Robotics Education Approach based on Tripled Learning.
Proceedings of the 2nd International Workshop on Control, 2020

The Applying Processing Intelligence Methods for Classify Persons in Identify Personalized Medication Decisions.
Proceedings of the 10th International Conference on Advanced Computer Information Technologies, 2020

2019
Smartphone app with usage of AR technologies - SolAR System.
CoRR, 2019

Analytical review of medical mobile diagnostic systems.
CoRR, 2019

Generalized formal model of big data.
CoRR, 2019

The method of automatic summarization from different sources.
CoRR, 2019

Dataspace architecture and manage its components class projection.
CoRR, 2019

Big Data Model "Entity and Features".
CoRR, 2019

Development of the Speech-to-Text Chatbot Interface Based on Google API.
Proceedings of the Modern Machine Learning Technologies, 2019

Application of Artificial Intelligence Algorithms for Image Processing.
Proceedings of the Modern Machine Learning Technologies, 2019

Architecture of the Platform for Big Data Preprocessing and Processing in Medical Sector.
Proceedings of the International Conference on Rural and Elderly Health Informatics (IREHI 2019), 2019

Association rules in Medical Domain.
Proceedings of the International Conference on Rural and Elderly Health Informatics (IREHI 2019), 2019

Statistical Modeling of Diffusion Processes with a Fractal Structure.
Proceedings of the 2nd International Workshop on Informatics & Data-Driven Medicine (IDDM 2019), 2019

Method of Development the Behavior pattern.
Proceedings of the 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2019

Big Data analysis in development of personalized medical system.
Proceedings of the 10th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2019) / The 9th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2019) / Affiliated Workshops, 2019

Big Data Processing Technologies in Distributed Information Systems.
Proceedings of the 10th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2019) / The 9th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2019) / Affiliated Workshops, 2019

Method of Direct Diagnostic Problem Solution in UAV Operation System.
Proceedings of the International Workshop on Cyber Hygiene (CybHyg-2019) co-located with 1st International Conference on Cyber Hygiene and Conflict Management in Global Information Networks (CyberConf 2019), 2019

The methods for Contour Analysis of Images.
Proceedings of the 14th IEEE International Conference on Computer Sciences and Information Technologies, 2019

A Smart Home System Development.
Proceedings of the Advances in Intelligent Systems and Computing IV, 2019

Information technology of Blockchain: database, smart contracts, architecture.
Proceedings of the 14th IEEE International Conference on Computer Sciences and Information Technologies, 2019

Calculating the constant in the Hurst index for the time series.
Proceedings of the 14th IEEE International Conference on Computer Sciences and Information Technologies, 2019

Consumer aspects in assessing the suitability of technologies for the transfer.
Proceedings of the 14th IEEE International Conference on Computer Sciences and Information Technologies, 2019

Methodical Approach to Assessing the Readiness Level of Technologies for the Transfer.
Proceedings of the Advances in Intelligent Systems and Computing IV, 2019

Development of System for Auto-Tagging Articles, Based on Neural Network.
Proceedings of the 3rd International Conference on Computational Linguistics and Intelligent Systems (COLINS-2019). Volume I: Main Conference, 2019

Online Community Information Model for Use in Marketing Activities.
Proceedings of the 1st International Workshop on Control, 2019

The Simulator and Neuro-Controller for Small Satellite Attitude Development.
Proceedings of the Second International Workshop on Computer Modeling and Intelligent Systems (CMIS-2019), 2019

The Method for Determining the Readiness Level of Technologies for the Safety Transfer.
Proceedings of the International Workshop on Conflict Management in Global Information Networks (CMiGIN 2019) co-located with 1st International Conference on Cyber Hygiene and Conflict Management in Global Information Networks (CyberConf 2019), 2019

Efficiency of Using Utility for Username Verification in Online Community Management.
Proceedings of the International Workshop on Conflict Management in Global Information Networks (CMiGIN 2019) co-located with 1st International Conference on Cyber Hygiene and Conflict Management in Global Information Networks (CyberConf 2019), 2019

Numerical Modeling of Thermophysical Processes in the Media with Fractal Structure.
Proceedings of the 9th International Conference on Advanced Computer Information Technologies, 2019

Calculation of the Exact Value of the Fractal Dimension in the Time Series for the Box-Counting Method.
Proceedings of the 9th International Conference on Advanced Computer Information Technologies, 2019

2018
Use of machine learning in the forecast of clinical consequences of cancer diseases.
Proceedings of the 7th Mediterranean Conference on Embedded Computing, 2018

Antibids - Antibiotics Big Data System.
Proceedings of the International Conference on Rural and Elderly Health Informatics (IREHI 2018), 2018

The Sequential Associative Rules Analysis of Patient's Physical Characteristics.
Proceedings of the 1st International Workshop on Informatics & Data-Driven Medicine (IDDM 2018), 2018

The Smart House Based System for the Collection and Analysis of Medical Data.
Proceedings of the 1st International Workshop on Informatics & Data-Driven Medicine (IDDM 2018), 2018

Verifying the Medical Specialty from User Profile of Online Community for Health-Related Advices.
Proceedings of the 1st International Workshop on Informatics & Data-Driven Medicine (IDDM 2018), 2018

Performance Evaluation and Comparison of Software for Face Recognition, Based on Dlib and Opencv Library.
Proceedings of the Second International Conference on Data Stream Mining & Processing, 2018

Analysis of the Activity of Territorial Communities Using Information Technology of Big Data Based on the Entity-Characteristic Mode.
Proceedings of the Advances in Intelligent Systems and Computing III, 2018

The Information Model of Cloud Data Warehouses.
Proceedings of the Advances in Intelligent Systems and Computing III, 2018

Galerkin Method and Qualitative Approach for the Investigation and Numerical Analysis of Some Dissipative Nonlinear Physical Systems.
Proceedings of the Advances in Intelligent Systems and Computing III, 2018

Smart Integrated Robotics System for SMEs Controlled by Internet of Things Based on Dynamic Manufacturing Processes.
Proceedings of the Advances in Intelligent Systems and Computing III, 2018

The Methods for Evaluating the Quality of Images with Different Types of Noise.
Proceedings of the Advances in Intelligent Systems and Computing III, 2018

An Overview of Denoising Methods for Different Types of Noises Present on Graphic Images.
Proceedings of the Advances in Intelligent Systems and Computing III, 2018

Prospects for Using Cloud Data Warehouses in Information Systems.
Proceedings of the 2018 IEEE 13th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT), 2018

The Associative Rules Constructing on the Example of Patient's Physical Characteristics.
Proceedings of the International Conference Advanced Computer Information Technologies, 2018

2017
Intelligent Systems Design of Distance Learning Realization for Modern Youth Promotion and Involvement in Independent Scientific Researches.
Proceedings of the Advances in Intelligent Systems and Computing, 2017

The Identification of the Operator's Systems Images Using the Method of the Phase Portrait.
Proceedings of the Advances in Intelligent Systems and Computing, 2017

The method of big data processing.
Proceedings of the 2017 12th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT), Lviv, Ukraine, September 5-8, 2017, 2017

Analyzing ways of building user profile based on web surf history.
Proceedings of the 2017 12th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT), Lviv, Ukraine, September 5-8, 2017, 2017

2016
Features of e-learning realization using virtual research laboratory.
Proceedings of the XIth International Scientific and Technical Conference Computer Sciences and Information Technologies, 2016

The structure of information systems for environmental monitoring.
Proceedings of the XIth International Scientific and Technical Conference Computer Sciences and Information Technologies, 2016

2015
Data space architecture for Big Data managering.
Proceedings of the Xth International Scientific and Technical Conference "Computer Sciences and Information Technologies", 2015

The method for detecting plagiarism in a collection of documents.
Proceedings of the Xth International Scientific and Technical Conference "Computer Sciences and Information Technologies", 2015


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