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researcher

Ilias Tsoumas

10 papers hereh-index 569 citations19 works total

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

author position
  • first author4
  • middle author6

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • cs.CV2

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedEvaluating Digital Agriculture Recommendations with Causal Inference

5 citations · 16 across the 9 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.LG2023

Causality and Explainability for Trustworthy Integrated Pest Management

Ilias Tsoumas, Vasileios Sitokonstantinou, Georgios Giannarakis +5

Pesticides serve as a common tool in agricultural pest control but significantly contribute to the climate crisis. To combat this, Integrated Pest Management (IPM) stands as a clim…

cs.LG2023★ 1 cited

Understanding the impacts of crop diversification in the context of climate change: a machine learning approach

Georgios Giannarakis, Ilias Tsoumas, Stelios Neophytides +3

The concept of sustainable intensification in agriculture necessitates the implementation of management practices that prioritize sustainability without compromising productivity.…

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