Maria Baraban

PhD in Technical Sciences, Associate Professor

Vinnytsia National Technical University

21000, 95 Khmelnytske Shosse., Vinnytsia, Ukraine

https://orcid.org/0000-0002-6745-351X

Modelling of the objects delivery system with unmanned aviation facilities

06.12.2018

Maria Baraban, Oleksandr Bevz, Yaroslav Кulyk
  • Keywords UAV, unmanned aerial vehicles, delivery of goods, time of delivery of goods
  • DOI https://doi.org/10.31649/1999-9941-2018-43-3-54-63

Development of an advanced web application with a convolutional neural network for image recognition

24.03.2021

Maria Baraban, Sergey Baraban, Vladimir Garmash
  • Keywords Progressive Web App; web application; convolutional neural network; imagerecognition
  • DOI https://doi.org/10.31649/1999-9941-2021-50-1-7-14

Collaborative catalog-based filtering using nlp technology

23.07.2021

Volodymyr Kovenko, Ilona Bogach, Maria Baraban
  • Keywords NLP approaches; Word2Vec; CountVectorizier; cosine similarity; embeddings; catalog-based system; catalog-based recommendations; user-based recommendations
  • DOI https://doi.org/10.31649/1999-9941-2021-51-2-17-22

Statistical analysis methods application for a task distributor selection in a distributed computing system

11.07.2024

Roman Slobodian, Ilona Bogach, Maria Baraban
  • Keywords task distribution, optimization, computing systems, statistical analysis, user profiles, prioritization
  • DOI https://doi.org/10.31649/1999-9941-2024-60-2-122-133