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ORCIDLaurence Shalloo
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2020 – today
- 2024
[j7]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: 108805 (2024)- [j6]Fergal Buckley, John Upton, Ryan Prendergast, Laurence Shalloo, Michael D. Murphy:
Farm electricity system simulator (FESS): A platform for simulating electricity utilisation on dairy farms. Comput. Electron. Agric. 221: 108977 (2024) - 2022
- [j5]Lucile Riaboff, Laurence Shalloo, Alan F. Smeaton, Sébastien Couvreur, Aurélien Madouasse, Mark T. Keane:
Predicting livestock behaviour using accelerometers: A systematic review of processing techniques for ruminant behaviour prediction from raw accelerometer data. Comput. Electron. Agric. 192: 106610 (2022) - [c8]Oshana Dissanayake, Sarah McPherson, Emer Kennedy, Katie Sugrue, Muireann Conneely, Laurence Shalloo, Pádraig Cunningham, Lucile Riaboff:
Identification of the Best Accelerometer Features and Time-Scale to Detect Disturbances in Calves. AALTD@ECML/PKDD 2022: 167-180 - [c7]Xinyue Dai, Mark T. Keane, Laurence Shalloo, Elodie Ruelle, Ruth M. J. Byrne:
Counterfactual Explanations for Prediction and Diagnosis in XAI. AIES 2022: 215-226 - [c6]Eoin Delaney, Derek Greene, Laurence Shalloo, Michael Lynch, Mark T. Keane:
Forecasting for Sustainable Dairy Produce: Enhanced Long-Term, Milk-Supply Forecasting Using k-NN for Data Augmentation, with Prefactual Explanations for XAI. ICCBR 2022: 365-379 - 2021
- [c5]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: 216-231 - [i1]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 abs/2104.04008 (2021) - 2020
- [c4]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: 4740-4744
2010 – 2019
- 2019
- [j4]Fan Zhang, John Upton, Laurence Shalloo, Michael D. Murphy:
Effect of parity weighting on milk production forecast models. Comput. Electron. Agric. 157: 589-603 (2019) - [c3]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: 172-187 - 2017
- [j3]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: 193-201 (2017) - [j2]Chamil Kulatunga, Laurence Shalloo, William Donnelly, Eric Robson, Stepan Ivanov:
Opportunistic Wireless Networking for Smart Dairy Farming. IT Prof. 19(2): 16-23 (2017) - 2016
- [j1]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: 100-111 (2016) - [c2]Caroline Fenlon, Luke O'Grady, John Dunnion, Laurence Shalloo, Stephen Butler, Michael Doherty:
A Comparison of Machine Learning Techniques for Predicting Insemination Outcome in Irish Dairy Cows. AICS 2016: 57-67 - [c1]Caroline Fenlon, Luke O'Grady, Michael Doherty, Stephen Butler, Laurence Shalloo, John Dunnion:
Regression Techniques for Modelling Conception in Seasonally Calving Dairy Cows. ICDM Workshops 2016: 1191-1196
Coauthor Index
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