An automatic model configuration and optimization system for milk production forecasting. - Fan Zhang 039; Michael D. Murphy; Laurence Shalloo; Elodie Ruelle; John Upton (Comput. Electron. Agric., 2016)

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)

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 (ICCBR, 2019)

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 (IJCAI, 2020)

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 (ICCBR, 2021)

Counterfactual Explanations for Prediction and Diagnosis in XAI. - Xinyue Dai; Mark T. Keane; Laurence Shalloo; Elodie Ruelle; Ruth M. J. Byrne (AIES, 2022)

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)

Optimizing the MoSt GG model a sensitivity-driven calibration for better grass growth forecasting. - L. Bonnard; Luc Delaby; M. Murphy; Elodie Ruelle (Comput. Electron. Agric., 2025)