Publications search results for: Keywords "Machine learning"

Machine-Learning Based Modelling of Air Temperature in the Complex Environment of Yerevan City, Armenia

Keywords: Urban air temperature Land surface temperature Multiple independent variables Urban heat Remote sensing data Machine learning (ML) ML-driven partial least squares regression (PLSR)

Year: 2023

Author: Garik Tepanosyan, Shushanik Asmaryan, Vahagn Muradyan, Rima Avetisyan, Azatuhi Hovsepyan, Other autors

Studying Spatial-Temporal Changes and Relationship of Land Cover and Surface Urban Heat Island Derived Through Remote Sensing in Yerevan, Armenia

Keywords: Land cover Surface urban heat island Remote sensing Machine learning Thermal UAV survey Yerevan

Year: 2021 Volume: 187

Author: Garik Tepanosyan, Vahagn Muradyan, Azatuhi Hovsepyan, Gleb Pinigin, Andrey Medvedev, Other autors

Statistical and Non-linear Dynamics Methods of Earthquake Forecast: Application in the Caucasus

Keywords: Earthquake forecast phase space portraits water level in wells magnetic variations machine learning receiver operating characteristic

Year: 2020 Volume: 8

Author: Tamaz Chelidze, Giorgi Melikadze, Tengiz Kiria, Tamar Jimsheladze, Gennady Kobzev,

Combination of compositional data analysis and machine learning approaches to identify sources and geochemical associations of potentially toxic elements in soil and assess the associated human health risk in a mining city

Keywords: Potentially toxic elements Soil Geochemical association Compositional data Machine learning

Year: 2020 Volume: 261

Author: Gevorg Tepanosyan, Lilit Sahakyan, Nairuhi Maghakyan, Armen Saghatelyan,