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2020 – today
- 2024
[i4]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. CoRR abs/2404.18159 (2024)- [i3]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. CoRR abs/2406.17352 (2024) - [i2]Oshana Dissanayake, Lucile Riaboff, Sarah E. McPherson, Emer Kennedy, Pádraig Cunningham:
A Comparison of Deep Learning and Established Methods for Calf Behaviour Monitoring. CoRR abs/2408.13041 (2024) - [i1]Oshana Dissanayake, Sarah E. McPherson, Joseph Allyndree, Emer Kennedy, Padraig Cunningham, Lucile Riaboff:
Accelerometer-Based Multivariate Time-Series Dataset for Calf Behavior Classification. CoRR abs/2409.00053 (2024) - 2023
- [c3]Oshana Dissanayake, Sarah McPherson, Joseph Allyndree, Emer Kennedy, Pádraig Cunningham
, Lucile Riaboff:
Personalized Weighted AdaBoost for Animal Behavior Recognition from Sensor Data. AICS 2023: 1-8 - 2022
- [c2]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 - 2021
- [j2]Ian Seymour, Tarun Narayan, Niamh Creedon, Kathleen Kennedy, Aidan Murphy, Riona Sayers, Emer Kennedy, Ivan John O'Connell, James F. Rohan, Alan O'Riordan:
Advanced Solid State Nano-Electrochemical Sensors and System for Agri 4.0 Applications. Sensors 21(9): 3149 (2021)
2010 – 2019
- 2019
- [j1]Abu Zar Shafiullah, Jessica Werner, Emer Kennedy, Lorenzo Leso, Bernadette O'Brien, Christina Umstätter:
Machine Learning Based Prediction of Insufficient Herbage Allowance with Automated Feeding Behaviour and Activity Data. Sensors 19(20): 4479 (2019) - [c1]Niamh Creedon, Caoimhe Robinson, Emer Kennedy, Alan O'Riordan:
Agriculture 4.0: Development of Seriological on-Farm Immunosensor for Animal Health Applications. IEEE SENSORS 2019: 1-4
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