Work

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

Year: 2025

Type: article

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

Source: Peer Community In Animal Science

DOI: 10.24072/pci.animsci.100341

Author: Seyed Abbas Rafat

Institution: University of Tabriz

Language: English

Topic: Animal Behavior and Welfare Studies

Subfield: Small Animals

Field: Veterinary

Domain: Health Sciences

Open Access status: diamond

Funder: Agence Nationale de la Recherche

Award: Welfare: Artificial Intelligence and Technologies for Tracking key indicator Traits in animals facing the challenges of agro-ecological Transition