Lesia I. Mochurad

Orcid: 0000-0002-4957-1512

Affiliations:
  • Lviv Polytechnic National University, Ukraine


According to our database1, Lesia I. Mochurad authored at least 36 papers between 2009 and 2024.

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

Timeline

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Bibliography

2024
Implementation and analysis of a parallel kalman filter algorithm for lidar localization based on CUDA technology.
Frontiers Robotics AI, 2024

A fast parallelized DBSCAN algorithm based on OpenMp for detection of criminals on streaming services.
Frontiers Big Data, 2024

Machine Learning Models for the Recognition of Commands in Smart Home Technologies.
Proceedings of the 1st International Conference on Smart Automation & Robotics for Future Industry (SMARTINDUSTRY 2024), 2024

2023
An Obstacle-Finding Approach for Autonomous Mobile Robots Using 2D LiDAR Data.
Big Data Cogn. Comput., March, 2023

An Approach for Opening Doors with a Mobile Robot Using Machine Learning Methods.
Big Data Cogn. Comput., 2023

Trash detection on the floor with IntelRealSense.
Proceedings of the 3rd International Workshop of IT-professionals on Artificial Intelligence, 2023

CUDA-Based Algorithm for Lidar Position Determination in Mobile Robotics.
Proceedings of the Modern Machine Learning Technologies and Data Science Workshop (MoMLeT&DS 2023), 2023

Identification and Tracking of Unmanned Aerial Vehicles Based on Radar Data.
Proceedings of the Modern Machine Learning Technologies and Data Science Workshop (MoMLeT&DS 2023), 2023

Recognition of Explosive Devices Based on the Detectors Signal Using Machine Learning Methods.
Proceedings of the 4th International Workshop on Intelligent Information Technologies & Systems of Information Security, 2023

Parallel Algorithms for Interpolation with Bezier Curves and B-Splines for Medical Data Recovery.
Proceedings of the 6th International Conference on Informatics & Data-Driven Medicine, 2023

2022
Canny Edge Detection Analysis Based on Parallel Algorithm, Constructed Complexity Scale and CUDA.
Comput. Informatics, 2022

Modeling the Distribution of Infectious Diseases Using Parallel Calculations.
Proceedings of the 3rd International Workshop on Intelligent Information Technologies & Systems of Information Security, 2022

Parallel Algorithms Assessment Usage of Image's Segmentation Quality in Medicine.
Proceedings of the 6th International Conference on Computational Linguistics and Intelligent Systems (COLINS 2022). Volume I: Main Conference, 2022

Comparison of the Efficiency of Parallel Algorithms KNN and NLM Based on CUDA for Large Image Processing.
Proceedings of The Fifth International Workshop on Computer Modeling and Intelligent Systems (CMIS-2022), 2022

2021
Parallelization of Finding the Current Coordinates of the Lidar Based on the Genetic Algorithm and OpenMP Technology.
Symmetry, 2021

Modeling of Psychomotor Reactions of a Person Based on Modification of the Tapping Test.
Int. J. Comput., 2021

Parallelization of Cryptographic Algorithm Based on Different Parallel Computing Technologies.
Proceedings of the Symposium on Information Technologies & Applied Sciences (IT&AS 2021), 2021

Classification of X-Ray Images of the Chest Using Convolutional Neural Networks.
Proceedings of the 4th International Conference on Informatics & Data-Driven Medicine, Valencia, Spain, November 19, 2021

Optimization of Regression Analysis by Conducting Parallel Calculations.
Proceedings of the 5th International Conference on Computational Linguistics and Intelligent Systems (COLINS 2021). Volume I: Main Conference, 2021

2020
Simulation of a Human Operator's Response to Stressors under Production Conditions.
Proceedings of the 3rd International Conference on Informatics & Data-Driven Medicine, Växjö, Sweden, November 19, 2020

Parallelization of the Simplex Method Based on the OpenMP Technology.
Proceedings of the 4th International Conference on Computational Linguistics and Intelligent Systems (COLINS 2020). Volume I: Main Conference, 2020

Parallel Approach of the Algorithm of Finding the Optimal Solution of the Transport Problem by the Method of Potentials.
Proceedings of the 4th International Conference on Computational Linguistics and Intelligent Systems (COLINS 2020). Volume I: Main Conference, 2020

Modeling of the Information System for Processing of a Large Distilled Data for the Investigation of Competitiveness of Enterprises.
Proceedings of the 4th International Conference on Computational Linguistics and Intelligent Systems (COLINS 2020). Volume I: Main Conference, 2020

Parallelization of the Process of Calculating the Optimal Route for a Strike Aircraft Flight.
Proceedings of the 2nd International Workshop on Control, 2020

Parallelization of the Method of Simulated Annealing when Solving Multicriteria Optimization Problems.
Proceedings of the 2nd International Workshop on Control, 2020

2019
Optimizing the Computational Modeling of Modern Electronic Optical Systems.
Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2019

Fractal Distribution of Medical Data in Neural Network.
Proceedings of the 2nd International Workshop on Informatics & Data-Driven Medicine (IDDM 2019), 2019

Information System of Catering Selection by Using Clustering Analysis.
Proceedings of the 1st International Workshop on Digital Content & Smart Multimedia (DCSMart 2019), 2019

Usage of Machine-based Translation Methods for Analyzing Open Data in Legal Cases.
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

Cost-Effective Use of Mathematical Methods for the Organization and Management of Data in the Cloud.
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

Organizational and Legal Aspects of Managing the Process of Recognition of Objects in the Image.
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

Parallel Solving of Fredholm Integral Equations of the First Kind by Tikhonov Regularization Method Using OpenMP Technology.
Proceedings of the Advances in Intelligent Systems and Computing IV, 2019

Solving Systems of Nonlinear Equations on Multi-core Processors.
Proceedings of the Advances in Intelligent Systems and Computing IV, 2019

Forecasting Stock Prices and Accounting for Stock Market on Multicore Computers.
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

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

2009
Maximal using of Specifics of some boundary Problems in potential Theory after their numerical Analysis.
Int. J. Comput., 2009


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