A stacking ensemble learning for Iberian pigs activity prediction: a time series forecasting approach

A stacking ensemble learning for Iberian pigs activity prediction: a time series forecasting approach

Automatic determination of abnormal animal activities can be helpful for the timely detection of signs of health and welfare problems. Usually, this problem is addressed as a classification problem, which typically requires manual annotation of behaviors. This manual annotation can introduce noise i...

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Bibliographic Details
Main Authors: Federico Divina, Miguel García-Torres, Francisco Gómez-Vela, Domingo S. Rodriguez-Baena
Format: Article
Language:English
Published: AIMS Press 2024-04-01
Series:AIMS Mathematics
Subjects:
animal behavior prediction
machine learning
forecasting methods
ensemble learning
Online Access:https://www.aimspress.com/article/doi/10.3934/math.2024652?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/math.2024652?viewType=HTML

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