Lesia I. Mochurad

44 papers C 5Misc 2Journal 12Unranked 25

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Multi-Level Parallel CPU Execution Method for Accelerated Portion-Based Variant Call Format Data Processing. Comput. Lesia I. Mochurad, Ivan Tsmots, Vita Mostova, Karina Kystsiv
2026	J	`jnl`	Optimization of brain MRI preprocessing using parallel computing for efficient brain tumour classification. J. Supercomput. Lesia I. Mochurad, Khrystyna Melnychuk, Yulianna Mochurad
2025	J	`jnl`	Approach for enhancing the accuracy of semantic segmentation of chest X-ray images by edge detection and deep learning integration. Frontiers Artif. Intell. Lesia I. Mochurad
2025	J	`jnl`	Improving stroke risk prediction by integrating XGBoost, optimized principal component analysis, and explainable artificial intelligence. BMC Medical Informatics Decis. Mak. Lesia I. Mochurad, Viktoriia Babii, Yuliia Boliubash, Yulianna Mochurad
2024	J	`jnl`	A fast parallelized DBSCAN algorithm based on OpenMp for detection of criminals on streaming services. Frontiers Big Data Lesia I. Mochurad, Andrii Sydor, Oleh Ratinskiy
2024	C	`conf`	Development and Analysis of a Parallel Method for Detecting Chromosomal Translocations and Inversions in DNA Sequences. IDDM Lesia I. Mochurad, Renata Vladyka
2024	J	`jnl`	Implementation and analysis of a parallel kalman filter algorithm for lidar localization based on CUDA technology. Frontiers Robotics AI Lesia I. Mochurad
2024	—	`conf`	Machine Learning Models for the Recognition of Commands in Smart Home Technologies. SMARTINDUSTRY Lesia I. Mochurad, Viktoriia Babii, Michal Gregus
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`	Parallel Optimization of Dimensionality Reduction Methods for Disease Prediction: PCA and LDA with Dask-ML. ProfIT AI Lesia I. Mochurad, Liliana Mirchuk, Anastasiia Veretilnyk
2024	—	`conf`	Parallelization of Biosignal Processing for Real-Time Human Stress Level Classification. ICyberPhyS Lesia I. Mochurad, Daryna Vasylashko
2023	J	`jnl`	An Approach for Opening Doors with a Mobile Robot Using Machine Learning Methods. Big Data Cogn. Comput. Lesia I. Mochurad, Yaroslav Hladun, Yevgen Zasoba, Michal Gregus
2023	J	`jnl`	An Obstacle-Finding Approach for Autonomous Mobile Robots Using 2D LiDAR Data. Big Data Cogn. Comput. Lesia I. Mochurad, Yaroslav Hladun, Roman Tkachenko
2023	—	`conf`	CUDA-Based Algorithm for Lidar Position Determination in Mobile Robotics. MoMLeT+DS Lesia I. Mochurad, Ostap-Vasyl Matviiv, Halyna Lema, Roksolana Vilhutska
2023	—	`conf`	Identification and Tracking of Unmanned Aerial Vehicles Based on Radar Data. MoMLeT+DS Lesia I. Mochurad, Roman Bliakhar, Nataliia Reverenda
2023	C	`conf`	Parallel Algorithms for Interpolation with Bezier Curves and B-Splines for Medical Data Recovery. IDDM Lesia I. Mochurad, Yulianna Mochurad
2023	—	`conf`	Recognition of Explosive Devices Based on the Detectors Signal Using Machine Learning Methods. IntelITSIS Lesia I. Mochurad, Vitalii Savchyn, Oleksandr Kravchenko
2023	—	`conf`	Trash detection on the floor with IntelRealSense. ProfIT AI Lesia I. Mochurad, Bohdan Herasym
2022	J	`jnl`	Canny Edge Detection Analysis Based on Parallel Algorithm, Constructed Complexity Scale and CUDA. Comput. Informatics Lesia I. Mochurad
2022	—	`conf`	Comparison of the Efficiency of Parallel Algorithms KNN and NLM Based on CUDA for Large Image Processing. CMIS Lesia I. Mochurad, Roman Bliakhar
2022	—	`conf`	Modeling the Distribution of Infectious Diseases Using Parallel Calculations. IntelITSIS Lesia I. Mochurad, Natalya Kustra
2022	—	`conf`	Parallel Algorithms Assessment Usage of Image's Segmentation Quality in Medicine. COLINS Lesia I. Mochurad, Halyna Lema, Roksolana Vilhutska
2021	C	`conf`	Classification of X-Ray Images of the Chest Using Convolutional Neural Networks. IDDM Lesia I. Mochurad, Andrii Dereviannyi, Uliana Antoniv
2021	J	`jnl`	Modeling of Psychomotor Reactions of a Person Based on Modification of the Tapping Test. Int. J. Comput. Lesia I. Mochurad, Yaroslav Hladun
2021	—	`conf`	Optimization of Regression Analysis by Conducting Parallel Calculations. COLINS Lesia I. Mochurad
2021	—	`conf`	Parallelization of Cryptographic Algorithm Based on Different Parallel Computing Technologies. IT&AS Lesia I. Mochurad, Glib Shchur
2021	J	`jnl`	Parallelization of Finding the Current Coordinates of the Lidar Based on the Genetic Algorithm and OpenMP Technology. Symmetry Lesia I. Mochurad, Natalia Kryvinska
2020	—	`conf`	Modeling of the Information System for Processing of a Large Distilled Data for the Investigation of Competitiveness of Enterprises. COLINS Nataliya Boyko, Lesia I. Mochurad, Iryna Stetsiv, Yurii Kryvenchuk
2020	—	`conf`	Parallel Approach of the Algorithm of Finding the Optimal Solution of the Transport Problem by the Method of Potentials. COLINS Lesia I. Mochurad, Nataliya Boyko, Maryana Bortnikova
2020	—	`conf`	Parallelization of the Method of Simulated Annealing when Solving Multicriteria Optimization Problems. COAPSN Lesia I. Mochurad, Nataliya Boyko, Vasyl Sheketa
2020	—	`conf`	Parallelization of the Process of Calculating the Optimal Route for a Strike Aircraft Flight. COAPSN Lesia I. Mochurad, Nataliya Boyko, Vasyl Sheketa
2020	—	`conf`	Parallelization of the Simplex Method Based on the OpenMP Technology. COLINS Lesia I. Mochurad, Nataliya Boyko, Nataliia Petryshyn, Myroslava Potokij, Mariia Yatskiv
2020	C	`conf`	Simulation of a Human Operator's Response to Stressors under Production Conditions. IDDM Lesia I. Mochurad, Mariia Yatskiv
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`	Cost-Effective Use of Mathematical Methods for the Organization and Management of Data in the Cloud. CybHyg Nataliya Boyko, Lesia I. Mochurad, Oksana Chervinska
2019	—	`conf`	Forecasting Stock Prices and Accounting for Stock Market on Multicore Computers. CMiGIN Lesia I. Mochurad, Nataliya Boyko, Natalia Stanasiuk
2019	C	`conf`	Fractal Distribution of Medical Data in Neural Network. IDDM Nataliya Boyko, Maxim Kuba, Lesia I. Mochurad, Sergio Montenegro
2019	—	`conf`	Information System of Catering Selection by Using Clustering Analysis. DCSMart Nataliya Boyko, Khrystyna Shakhovska, Lesia I. Mochurad, Jaime Campos
2019	—	`conf`	Optimizing the Computational Modeling of Modern Electronic Optical Systems. ISDMCI Lesia I. Mochurad, Albota Solomiia
2019	—	`conf`	Organizational and Legal Aspects of Managing the Process of Recognition of Objects in the Image. CybHyg Nataliya Boyko, Lesia I. Mochurad, Iryna Andrusiak, Yurii Drevnytskyi
2019	Misc	`conf`	Parallel Solving of Fredholm Integral Equations of the First Kind by Tikhonov Regularization Method Using OpenMP Technology. CSIT Lesia I. Mochurad, Khrystyna Shakhovska, Sergio Montenegro
2019	Misc	`conf`	Solving Systems of Nonlinear Equations on Multi-core Processors. CSIT Lesia I. Mochurad, Nataliya Boyko
2019	—	`conf`	Usage of Machine-based Translation Methods for Analyzing Open Data in Legal Cases. CybHyg Nataliya Boyko, Lesia I. Mochurad, Uliana Parpan, Oleh Basystiuk
2009	J	`jnl`	Maximal using of Specifics of some boundary Problems in potential Theory after their numerical Analysis. Int. J. Comput. Lesia I. Mochurad, Yaroslav S. Harasym, Borys A. Ostudin