Laurence Shalloo

16 papers A* 1C 4Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2024 J jnl
A Hybrid Model that Combines Machine Learning and Mechanistic Models for Useful Grass Growth Prediction.
Comput. Electron. Agric.
Eoin M. Kenny, Elodie Ruelle, Mark T. Keane, Laurence Shalloo
2024 J jnl
Farm electricity system simulator (FESS): A platform for simulating electricity utilisation on dairy farms.
Comput. Electron. Agric.
Fergal Buckley, John Upton, Ryan Prendergast, Laurence Shalloo, Michael D. Murphy
2022 C conf
Counterfactual Explanations for Prediction and Diagnosis in XAI.
AIES
Xinyue Dai, Mark T. Keane, Laurence Shalloo, Elodie Ruelle, Ruth M. J. Byrne
2022 C conf
Forecasting for Sustainable Dairy Produce: Enhanced Long-Term, Milk-Supply Forecasting Using k-NN for Data Augmentation, with Prefactual Explanations for XAI.
ICCBR
Eoin Delaney, Derek Greene, Laurence Shalloo, Michael Lynch, Mark T. Keane
2022 — conf
Identification of the Best Accelerometer Features and Time-Scale to Detect Disturbances in Calves.
AALTD@ECML/PKDD
Oshana Dissanayake, Sarah McPherson, Emer Kennedy, Katie Sugrue, Muireann Conneely, Laurence Shalloo, Pádraig Cunningham, Lucile Riaboff
2022 J jnl
Predicting livestock behaviour using accelerometers: A systematic review of processing techniques for ruminant behaviour prediction from raw accelerometer data.
Comput. Electron. Agric.
Lucile Riaboff, Laurence Shalloo, Alan F. Smeaton, Sébastien Couvreur, Aurélien Madouasse, Mark T. Keane
2021 C conf
Handling Climate Change Using Counterfactuals: Using Counterfactuals in Data Augmentation to Predict Crop Growth in an Uncertain Climate Future.
ICCBR
Mohammed Temraz, Eoin M. Kenny, Elodie Ruelle, Laurence Shalloo, Barry Smyth, Mark T. Keane
2021 J jnl
Handling Climate Change Using Counterfactuals: Using Counterfactuals in Data Augmentation to Predict Crop Growth in an Uncertain Climate Future.
CoRR
Mohammed Temraz, Eoin M. Kenny, Elodie Ruelle, Laurence Shalloo, Barry Smyth, Mark T. Keane
2020 A* conf
Bayesian Case-Exclusion and Personalized Explanations for Sustainable Dairy Farming (Extended Abstract).
IJCAI
Eoin M. Kenny, Elodie Ruelle, Anne Geoghegan, Laurence Shalloo, Micheál O'Leary, Michael O'Donovan, Mohammed Temraz, Mark T. Keane
2019 J jnl
Effect of parity weighting on milk production forecast models.
Comput. Electron. Agric.
Fan Zhang, John Upton, Laurence Shalloo, Michael D. Murphy
2019 C conf
Predicting Grass Growth for Sustainable Dairy Farming: A CBR System Using Bayesian Case-Exclusion and Post-Hoc, Personalized Explanation-by-Example (XAI).
ICCBR
Eoin M. Kenny, Elodie Ruelle, Anne Geoghegan, Laurence Shalloo, Micheál O'Leary, Michael O'Donovan, Mark T. Keane
2017 J jnl
Opportunistic Wireless Networking for Smart Dairy Farming.
IT Prof.
Chamil Kulatunga, Laurence Shalloo, William Donnelly, Eric Robson, Stepan Ivanov
2017 J jnl
PastureBase Ireland: A grassland decision support system and national database.
Comput. Electron. Agric.
Liam Hanrahan, Anne Geoghegan, Michael O'Donovan, Vincent Griffith, Elodie Ruelle, Michael Wallace, Laurence Shalloo
2016 — conf
A Comparison of Machine Learning Techniques for Predicting Insemination Outcome in Irish Dairy Cows.
AICS
Caroline Fenlon, Luke O'Grady, John Dunnion, Laurence Shalloo, Stephen Butler, Michael Doherty
2016 J jnl
An automatic model configuration and optimization system for milk production forecasting.
Comput. Electron. Agric.
Fan Zhang, Michael D. Murphy, Laurence Shalloo, Elodie Ruelle, John Upton
2016 — conf
Regression Techniques for Modelling Conception in Seasonally Calving Dairy Cows.
ICDM Workshops
Caroline Fenlon, Luke O'Grady, Michael Doherty, Stephen Butler, Laurence Shalloo, John Dunnion