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Natalia Efremova

9 papers hereh-index 327 citations12 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author1
  • last author8

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.IR3
  • cs.CV2
  • cs.LG2
  • cs.AI1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20232025
most citedSoil Organic Carbon Estimation from Climate-related Features with Graph Neural Network

2 citations · 5 across the 9 of their papers we have counts for

collaborators
Showing cs.CVShow all

2 papers · 1 filter

cs.CV2024★ 1 cited

Precision Agriculture: Crop Mapping using Machine Learning and Sentinel-2 Satellite Imagery

Kui Zhao, Siyang Wu, Chang Liu +2

Food security has grown in significance due to the changing climate and its warming effects. To support the rising demand for agricultural products and to minimize the negative imp…

cs.CV2023

AI for Agriculture: the Comparison of Semantic Segmentation Methods for Crop Mapping with Sentinel-2 Imagery

Irina Korotkova, Natalia Efremova

Crop mapping is one of the most common tasks in artificial intelligence for agriculture due to higher food demands from a growing population and increased awareness of climate chan…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.