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Oshana Dissanayake
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 4
Top Topics
Learning Models
Weak Classifiers
Accelerometer Data
Human Behavior Recognition
Top Venues
CoRR
AICS
AALTD@ECML/PKDD
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Publications
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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
(2024)
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
(2024)
Oshana Dissanayake
,
Sarah McPherson
,
Joseph Allyndree
,
Emer Kennedy
,
Pádraig Cunningham
,
Lucile Riaboff
Personalized Weighted AdaBoost for Animal Behavior Recognition from Sensor Data.
AICS
(2023)
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)