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Elodie Ruelle
ORCID
Publication Activity (10 Years)
Years Active: 2016-2024
Publications (10 Years): 8
Top Topics
Bayesian Estimation
Decision Support
Hybrid Models
Climate Change
Top Venues
Comput. Electron. Agric.
ICCBR
CoRR
AIES
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Publications
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Eoin M. Kenny
,
Elodie Ruelle
,
Mark T. Keane
,
Laurence Shalloo
A Hybrid Model that Combines Machine Learning and Mechanistic Models for Useful Grass Growth Prediction.
Comput. Electron. Agric.
219 (2024)
Xinyue Dai
,
Mark T. Keane
,
Laurence Shalloo
,
Elodie Ruelle
,
Ruth M. J. Byrne
Counterfactual Explanations for Prediction and Diagnosis in XAI.
AIES
(2022)
Mohammed Temraz
,
Eoin M. Kenny
,
Elodie Ruelle
,
Laurence Shalloo
,
Barry Smyth
,
Mark T. Keane
Handling Climate Change Using Counterfactuals: Using Counterfactuals in Data Augmentation to Predict Crop Growth in an Uncertain Climate Future.
ICCBR
(2021)
Mohammed Temraz
,
Eoin M. Kenny
,
Elodie Ruelle
,
Laurence Shalloo
,
Barry Smyth
,
Mark T. Keane
Handling Climate Change Using Counterfactuals: Using Counterfactuals in Data Augmentation to Predict Crop Growth in an Uncertain Climate Future.
CoRR
(2021)
Eoin M. Kenny
,
Elodie Ruelle
,
Anne Geoghegan
,
Laurence Shalloo
,
Micheál O'Leary
,
Michael O'Donovan
,
Mohammed Temraz
,
Mark T. Keane
Bayesian Case-Exclusion and Personalized Explanations for Sustainable Dairy Farming (Extended Abstract).
IJCAI
(2020)
Eoin M. Kenny
,
Elodie Ruelle
,
Anne Geoghegan
,
Laurence Shalloo
,
Micheál O'Leary
,
Michael O'Donovan
,
Mark T. Keane
Predicting Grass Growth for Sustainable Dairy Farming: A CBR System Using Bayesian Case-Exclusion and Post-Hoc, Personalized Explanation-by-Example (XAI).
ICCBR
(2019)
Liam Hanrahan
,
Anne Geoghegan
,
Michael O'Donovan
,
Vincent Griffith
,
Elodie Ruelle
,
Michael Wallace
,
Laurence Shalloo
PastureBase Ireland: A grassland decision support system and national database.
Comput. Electron. Agric.
136 (2017)
Fan Zhang
,
Michael D. Murphy
,
Laurence Shalloo
,
Elodie Ruelle
,
John Upton
An automatic model configuration and optimization system for milk production forecasting.
Comput. Electron. Agric.
128 (2016)