Technologies and Engineering
Technologies and Engineering
ISSN 2786-5371 e-ISSN 2786-538X
DOI: 10.30857/2786-5371
Submit an article

Author

V. Golinko

Postgraduate student

Kyiv National University of Technologies and Design

01011, 2 Mala Shyianovska Str., Kyiv, Ukraine

All articles

open access

Keywords: Geodata; automation; data processing; AWS Glue; performance; accuracy; scalability; integration of data sources

Automation of geoinformation data processing by neural network technology

V. Golinko, O. Nedosnovanyi

https://doi.org/10.30857/2786-5371.2023.4.1

Suggested citation

Golinko, V., & Nedosnovanyi, O. (2023). Automation of geoinformation data processing by neural network technology. Technologies and Engineering, 24(4), 9-16. https://doi.org/10.30857/2786-5371.2023.4.1
Read more
  • 27.09.2023
  • 612 Views
  • Technologies and Engineering - Vol. 24, No. 4, 2023
open access

Keywords: deep neural networks; geo dnn; geographic information systems; automated data processing; geospatial data analysis; parallel computing; neural network architecture; data normalization; data augmentation; model optimization; evaluation metrics; model accuracy; algorithm self-learning; processing efficiency; real-world applications

Improvement of automation of geoinformation data processing using neural network technology

V. Golinko, O. Nedosnovanyi

https://doi.org/10.30857/2786-5371.2024.4.2

Suggested citation

Golinko, V., & Nedosnovanyi, O. (2024). Improvement of automation of geoinformation data processing using neural network technology. Technologies and Engineering, 25(4), 19-28. https://doi.org/10.30857/2786-5371.2024.4.2
Read more
  • 31.07.2024
  • 734 Views
  • Technologies and Engineering - Vol. 25, No. 4, 2024