Development and validation of an ensemble classifier for real-time recognition of cow behavior patterns from accelerometer data and location data.

Behaviors are important indicators for assessing the health and well-being of dairy cows. The aim of this study is to develop and validate an ensemble classifier for automatically measuring and distinguishing several behavior patterns of dairy cows from accelerometer data and location data. The ense...

Full description

Bibliographic Details
Main Authors: Jun Wang, Zhitao He, Guoqiang Zheng, Song Gao, Kaixuan Zhao
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2018-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC6128579?pdf=render