Elodie Ruelle

According to our database, Elodie Ruelle authored at least 7 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Hybrid Model that Combines Machine Learning and Mechanistic Models for Useful Grass Growth Prediction.

Eoin M. Kenny, Elodie Ruelle, Mark T. Keane, Laurence Shalloo

Comput. Electron. Agric., 2024

2022

Counterfactual Explanations for Prediction and Diagnosis in XAI.

Xinyue Dai, Mark T. Keane, Laurence Shalloo, Elodie Ruelle, Ruth M. J. Byrne

Proceedings of the AIES '22: AAAI/ACM Conference on AI, Ethics, and Society, Oxford, United Kingdom, May 19, 2022

2021

Handling Climate Change Using Counterfactuals: Using Counterfactuals in Data Augmentation to Predict Crop Growth in an Uncertain Climate Future.

Mohammed Temraz, Eoin M. Kenny, Elodie Ruelle, Laurence Shalloo, Barry Smyth, Mark T. Keane

Proceedings of the Case-Based Reasoning Research and Development, 2021

2020

Bayesian Case-Exclusion and Personalized Explanations for Sustainable Dairy Farming (Extended Abstract).

Eoin M. Kenny, Elodie Ruelle, Anne Geoghegan, Laurence Shalloo, Micheál O'Leary, Michael O'Donovan, Mohammed Temraz, Mark T. Keane

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

2019

Predicting Grass Growth for Sustainable Dairy Farming: A CBR System Using Bayesian Case-Exclusion and Post-Hoc, Personalized Explanation-by-Example (XAI).

Eoin M. Kenny, Elodie Ruelle, Anne Geoghegan, Laurence Shalloo, Micheál O'Leary, Michael O'Donovan, Mark T. Keane

Proceedings of the Case-Based Reasoning Research and Development, 2019

2017

PastureBase Ireland: A grassland decision support system and national database.

Liam Hanrahan, Anne Geoghegan, Michael O'Donovan, Vincent Griffith, Elodie Ruelle, Michael Wallace, Laurence Shalloo

Comput. Electron. Agric., 2017

2016

An automatic model configuration and optimization system for milk production forecasting.

Fan Zhang, Michael D. Murphy, Laurence Shalloo, Elodie Ruelle, John Upton

Comput. Electron. Agric., 2016