A Comparison of Machine Learning-Based and Conventional Technologies for Video Compression by Lesia Mochurad

Get full text

Implementation and analysis of a parallel kalman filter algorithm for lidar localization based on CUDA technology by Lesia Mochurad

Get full text

Neural network-based algorithm for door handle recognition using RGBD cameras by Lesia Mochurad, Yaroslav Hladun

Get full text

A New Efficient Classifier for Bird Classification Based on Transfer Learning by Lesia Mochurad, Stanislav Svystovych

Get full text

Improvement Technologies for Data Imputation in Bioinformatics by Lesia Mochurad, Pavlo Horun

Get full text

An ensemble approach integrating LSTM and ARIMA models for enhanced financial market predictions by Lesia Mochurad, Andrii Dereviannyi

Get full text

A fast parallelized DBSCAN algorithm based on OpenMp for detection of criminals on streaming services by Lesia Mochurad, Andrii Sydor, Oleh Ratinskiy

Get full text

An Obstacle-Finding Approach for Autonomous Mobile Robots Using 2D LiDAR Data by Lesia Mochurad, Yaroslav Hladun, Roman Tkachenko

Get full text

Innovative machine learning approaches for indoor air temperature forecasting in smart infrastructure by Nataliya Shakhovska, Lesia Mochurad, Rosana Caro, Sotirios Argyroudis

Get full text

Improving stroke risk prediction by integrating XGBoost, optimized principal component analysis, and explainable artificial intelligence by Lesia Mochurad, Viktoriia Babii, Yuliia Boliubash, Yulianna Mochurad

Get full text

An Approach for Opening Doors with a Mobile Robot Using Machine Learning Methods by Lesia Mochurad, Yaroslav Hladun, Yevgen Zasoba, Michal Gregus

Get full text