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Scientific Reports|August 5, 2025
TCN-QRNN model for short term energy consumption forecasting with increased accuracy and optimized computational efficiencyLesia Mochurad, Roman LevkovychFrontiers in Artificial Intelligence|May 1, 2025
Approach for enhancing the accuracy of semantic segmentation of chest X-ray images by edge detection and deep learning integrationLesia MochuradFrontiers in Robotics and AI|February 19, 2024
Implementation and analysis of a parallel kalman filter algorithm for lidar localization based on CUDA technologyLesia MochuradScientific Reports|July 8, 2024
Neural network-based algorithm for door handle recognition using RGBD camerasLesia Mochurad, Yaroslav HladunRoyal Society Open Science|September 12, 2024
An ensemble approach integrating LSTM and ARIMA models for enhanced financial market predictionsLesia Mochurad, Andrii DereviannyiFrontiers in Big Data|November 29, 2023
A fast parallelized DBSCAN algorithm based on OpenMp for detection of criminals on streaming servicesLesia Mochurad, Andrii Sydor, Oleh RatinskiyScientific Reports|January 3, 2025
Innovative machine learning approaches for indoor air temperature forecasting in smart infrastructureNataliya Shakhovska, Lesia Mochurad, Rosana Caro, et al.BMC Medical Informatics and Decision Making|February 7, 2025
Improving stroke risk prediction by integrating XGBoost, optimized principal component analysis, and explainable artificial intelligenceLesia Mochurad, Viktoriia Babii, Yuliia Boliubash, et al.Pageof 1