Lucile Riaboff

11 papers Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Evaluating ROCKET and Catch22 features for calf behaviour classification from accelerometer data using Machine Learning models.
Comput. Electron. Agric.
Oshana Dissanayake, Sarah E. McPherson, Joseph Allyndree, Emer Kennedy, Pádraig Cunningham, Lucile Riaboff
2024 J jnl
A Comparison of Deep Learning and Established Methods for Calf Behaviour Monitoring.
CoRR
Oshana Dissanayake, Lucile Riaboff, Sarah E. McPherson, Emer Kennedy, Pádraig Cunningham
2024 J jnl
Accelerometer-Based Multivariate Time-Series Dataset for Calf Behavior Classification.
CoRR
Oshana Dissanayake, Sarah E. McPherson, Joseph Allyndree, Emer Kennedy, Padraig Cunningham, Lucile Riaboff
2024 J jnl
Development of a digital tool for monitoring the behaviour of pre-weaned calves using accelerometer neck-collars.
CoRR
Oshana Dissanayake, Sarah McPherson, Joseph Allyndree, Emer Kennedy, Pádraig Cunningham, Lucile Riaboff
2024 J jnl
Evaluating ROCKET and Catch22 features for calf behaviour classification from accelerometer data using Machine Learning models.
CoRR
Oshana Dissanayake, Sarah E. McPherson, Joseph Allyndree, Emer Kennedy, Padraig Cunningham, Lucile Riaboff
2023 — conf
Personalized Weighted AdaBoost for Animal Behavior Recognition from Sensor Data.
AICS
Oshana Dissanayake, Sarah McPherson, Joseph Allyndree, Emer Kennedy, Pádraig Cunningham, Lucile Riaboff
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
2020 J jnl
Development of a methodological framework for a robust prediction of the main behaviours of dairy cows using a combination of machine learning algorithms on accelerometer data.
Comput. Electron. Agric.
Lucile Riaboff, Sylvain Poggi, Aurélien Madouasse, Sébastien Couvreur, Sébastien Aubin, Nicolas Bédère, Etienne Goumand, Alain Chauvin, Guy Plantier
2020 J jnl
Use of Predicted Behavior from Accelerometer Data Combined with GPS Data to Explore the Relationship between Dairy Cow Behavior and Pasture Characteristics.
Sensors
Lucile Riaboff, Sébastien Couvreur, Aurélien Madouasse, Marie Roig-Pons, Sébastien Aubin, Patrick Massabie, Alain Chauvin, Nicolas Bédère, Guy Plantier
2019 J jnl
Evaluation of pre-processing methods for the prediction of cattle behaviour from accelerometer data.
Comput. Electron. Agric.
Lucile Riaboff, Sébastien Aubin, Nicolas Bédère, Sébastien Couvreur, Aurélien Madouasse, Etienne Goumand, Alain Chauvin, Guy Plantier