Towards assessing agricultural land suitability with causal machine
learning

Towards assessing agricultural land suitability with causal machine learning

27 April 2022

Georgios Giannarakis

Vasileios Sitokonstantinou

Papers citing "Towards assessing agricultural land suitability with causal machine learning"

10 / 10 papers shown

Title
Causal machine learning for sustainable agroecosystems Vasileios Sitokonstantinou Emiliano Díaz Salas Porras Jordi Cerda Bautista M. Piles Ioannis Athanasiadis ... Giulia Martini Lily-belle Sweet Ilias Tsoumas Jakob Zscheischler Gustau Camps-Valls 40 1 0 23 Aug 2024
Distilling interpretable causal trees from causal forests Patrick Rehill CML 28 0 0 02 Aug 2024
Causality and Explainability for Trustworthy Integrated Pest Management Ilias Tsoumas Vasileios Sitokonstantinou Georgios Giannarakis Evagelia Lampiri C. Athanassiou Gustau Camps-Valls C. Kontoes Ioannis Athanasiadis 28 2 0 07 Dec 2023
Discovering Effective Policies for Land-Use Planning with Neuroevolution Risto Miikkulainen Olivier Francon Daniel Young Elliot Meyerson Clemens Schwingshackl Jacob Bieker Hugo Cunha B. Hodjat 20 0 0 21 Nov 2023
Assessing the Causal Impact of Humanitarian Aid on Food Security Jordi Cerda Bautista José María Tárraga Vasileios Sitokonstantinou Gustau Camps-Valls 26 1 0 17 Oct 2023
Understanding the impacts of crop diversification in the context of climate change: a machine learning approach Georgios Giannarakis Ilias Tsoumas S. Neophytides C. Papoutsa C. Kontoes D. Hadjimitsis AI4CE 29 4 0 17 Jul 2023
COLA: Contextualized Commonsense Causal Reasoning from the Causal Inference Perspective Zhaowei Wang Quyet V. Do Hongming Zhang Jiayao Zhang Weiqi Wang Tianqing Fang Yangqiu Song Ginny Y. Wong Simon See LRM 28 28 0 09 May 2023
Evaluating Digital Agriculture Recommendations with Causal Inference Ilias Tsoumas Georgios Giannarakis Vasileios Sitokonstantinou Alkiviadis Koukos D. Loka Nikolaos S. Bartsotas C. Kontoes Ioannis Athanasiadis 22 10 0 30 Nov 2022
Evaluating Digital Tools for Sustainable Agriculture using Causal Inference Ilias Tsoumas Georgios Giannarakis Vasileios Sitokonstantinou Alkiviadis Koukos D. Loka Nikolaos S. Bartsotas C. Kontoes Ioannis Athanasiadis 8 2 0 06 Nov 2022
Personalizing Sustainable Agriculture with Causal Machine Learning Georgios Giannarakis Vasileios Sitokonstantinou R. Lorilla C. Kontoes 16 9 0 06 Nov 2022