Evaluation of pre-processing methods for the prediction of cattle behaviour from accelerometer data. - Lucile Riaboff; Sébastien Aubin; Nicolas Bédère; Sébastien Couvreur; Aurélien Madouasse; Etienne Goumand; Alain Chauvin; Guy Plantier (Comput. Electron. Agric., 2019)

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. - Lucile Riaboff; Sylvain Poggi; Aurélien Madouasse; Sébastien Couvreur; Sébastien Aubin; Nicolas Bédère; Etienne Goumand; Alain Chauvin; Guy Plantier (Comput. Electron. Agric., 2020)

Use of Predicted Behavior from Accelerometer Data Combined with GPS Data to Explore the Relationship between Dairy Cow Behavior and Pasture Characteristics. - Lucile Riaboff; Sébastien Couvreur; Aurélien Madouasse; Marie Roig-Pons; Sébastien Aubin; Patrick Massabie; Alain Chauvin; Nicolas Bédère; Guy Plantier (Sensors, 2020)

Identification of the Best Accelerometer Features and Time-Scale to Detect Disturbances in Calves. - Oshana Dissanayake; Sarah McPherson; Emer Kennedy; Katie Sugrue; Muireann Conneely; Laurence Shalloo; Pádraig Cunningham; Lucile Riaboff (AALTD@ECML/PKDD, 2022)

Predicting livestock behaviour using accelerometers: A systematic review of processing techniques for ruminant behaviour prediction from raw accelerometer data. - Lucile Riaboff; Laurence Shalloo; Alan F. Smeaton; Sébastien Couvreur; Aurélien Madouasse; Mark T. Keane (Comput. Electron. Agric., 2022)

Personalized Weighted AdaBoost for Animal Behavior Recognition from Sensor Data. - Oshana Dissanayake; Sarah McPherson; Joseph Allyndree; Emer Kennedy; Pádraig Cunningham; Lucile Riaboff (AICS, 2023)

Evaluating ROCKET and Catch22 features for calf behaviour classification from accelerometer data using Machine Learning models. - Oshana Dissanayake; Sarah E. McPherson; Joseph Allyndree; Emer Kennedy; Padraig Cunningham; Lucile Riaboff (CoRR, 2024)

Development of a digital tool for monitoring the behaviour of pre-weaned calves using accelerometer neck-collars. - Oshana Dissanayake; Sarah McPherson; Joseph Allyndree; Emer Kennedy; Pádraig Cunningham; Lucile Riaboff (CoRR, 2024)

A Comparison of Deep Learning and Established Methods for Calf Behaviour Monitoring. - Oshana Dissanayake; Lucile Riaboff; Sarah E. McPherson; Emer Kennedy; Pádraig Cunningham (CoRR, 2024)

Accelerometer-Based Multivariate Time-Series Dataset for Calf Behavior Classification. - Oshana Dissanayake; Sarah E. McPherson; Joseph Allyndree; Emer Kennedy; Padraig Cunningham; Lucile Riaboff (CoRR, 2024)

Accelerometer-Based Multivariate Time-Series Dataset for Calf Behavior Classification. - Oshana Dissanayake; Sarah E. McPherson; Joseph Allyndree; Emer Kennedy; Padraig Cunningham; Lucile Riaboff (Zenodo, 2024)