Introducing a feature extraction method and implementing a gradient boosting algorithm to predict behavioral traits in animals

A recommendation of: Sarah Mauny, Joon Kwon, Nicolas C. Friggens, Christine Duvaux-Ponter, Masoomeh Taghipoor A pipeline with pre-processing options to detect behaviour from accelerometer data using Machine Learning tested on dairy goats. https://doi.org/10.5281/zenodo.12627197

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Publication Details

Journal
Peer Community In Animal Science
Published
2025-04-03
DOI
https://doi.org/10.24072/pci.animsci.100341
Citations
1
Primary Topic
Genetic and phenotypic traits in livestock
Type
article
Field-Weighted Citation Impact
1.82
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article

Introducing a feature extraction method and implementing a gradient boosting algorithm to predict behavioral traits in animals

Seyed Abbas Rafat
1 citations
Peer Community In Animal Science
Genetic and phenotypic traits in livestock
1.82
article

Introducing a feature extraction method and implementing a gradient boosting algorithm to predict behavioral traits in animals

Seyed Abbas Rafat
article en
1 citations

Abstract

A recommendation of: Sarah Mauny, Joon Kwon, Nicolas C. Friggens, Christine Duvaux-Ponter, Masoomeh Taghipoor A pipeline with pre-processing options to detect behaviour from accelerometer data using Machine Learning tested on dairy goats. https://doi.org/10.5281/zenodo.12627197

Peer Community In Animal Science
University of Tabriz (IR)
Openalex Percentile: Top 17%
Genetic and phenotypic traits in livestock
1.82
DOIOpen Access PDFOpenAlex
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Introducing a feature extraction method and implementing a gradient boosting algorithm to predict behavioral traits in animals — Seyed Abbas Rafat · Peer Community In Animal Science (2025) | TGRS Research Map | TGRS