Evaluating ROCKET and Catch22 features for calf behaviour classification from accelerometer data using Machine Learning models.

Joseph Allyndree

Oshana Dissanayake Sarah E. McPherson Joseph Allyndree Emer Kennedy Pádraig Cunningham Lucile Riaboff Evaluating ROCKET and Catch22 features for calf behaviour classification from accelerometer data using Machine Learning models. 110799 2025 238 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2025.110799 db/journals/cea/cea238.html#DissanayakeMAKCR25 streams/journals/cea

Oshana Dissanayake Sarah E. McPherson Joseph Allyndree Emer Kennedy Padraig Cunningham Lucile Riaboff Accelerometer-Based Multivariate Time-Series Dataset for Calf Behavior Classification. 2024 August https://doi.org/10.5281/zenodo.13259482 Zenodo streams/repo/zenodo

Oshana Dissanayake Sarah E. McPherson Joseph Allyndree Emer Kennedy Padraig Cunningham Lucile Riaboff Evaluating ROCKET and Catch22 features for calf behaviour classification from accelerometer data using Machine Learning models. 2024 abs/2404.18159 CoRR https://doi.org/10.48550/arXiv.2404.18159 db/journals/corr/corr2404.html#abs-2404-18159

Oshana Dissanayake Sarah McPherson Joseph Allyndree Emer Kennedy Pádraig Cunningham Lucile Riaboff Development of a digital tool for monitoring the behaviour of pre-weaned calves using accelerometer neck-collars. 2024 abs/2406.17352 CoRR https://doi.org/10.48550/arXiv.2406.17352 db/journals/corr/corr2406.html#abs-2406-17352 streams/journals/corr

Oshana Dissanayake Sarah E. McPherson Joseph Allyndree Emer Kennedy Padraig Cunningham Lucile Riaboff Accelerometer-Based Multivariate Time-Series Dataset for Calf Behavior Classification. 2024 abs/2409.00053 CoRR https://doi.org/10.48550/arXiv.2409.00053 db/journals/corr/corr2409.html#abs-2409-00053 streams/journals/corr

Oshana Dissanayake Sarah McPherson Joseph Allyndree Emer Kennedy Pádraig Cunningham Lucile Riaboff Personalized Weighted AdaBoost for Animal Behavior Recognition from Sensor Data. 1-8 2023 AICS https://doi.org/10.1109/AICS60730.2023.10470889 conf/aics/2023 db/conf/aics/aics2023.html#DissanayakeMAKCR23 Padraig CunninghamPádraig Cunningham Oshana Dissanayake Emer Kennedy Sarah McPhersonSarah E. McPherson Lucile Riaboff