TY - GEN
T1 - An LSTM Neural Network for Estrus Detection in Dairy Cows
AU - Chen, You Rong
AU - Chen, Pei Yin
AU - Su, Chuan Kai
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - In this paper, an LSTM neural network for estrus detection in dairy cows is proposed. The proposed LSTM model detects estrus in dairy cows based on their eating, activity, and resting times throughout the day, thus minimizing the impact on the cows. The proposed LSTM model achieves an area under the receiver operator characteristic curve of 0.89, demonstrating excellent performance in estrus detection for dairy cows.
AB - In this paper, an LSTM neural network for estrus detection in dairy cows is proposed. The proposed LSTM model detects estrus in dairy cows based on their eating, activity, and resting times throughout the day, thus minimizing the impact on the cows. The proposed LSTM model achieves an area under the receiver operator characteristic curve of 0.89, demonstrating excellent performance in estrus detection for dairy cows.
UR - http://www.scopus.com/inward/record.url?scp=85197117828&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85197117828&partnerID=8YFLogxK
U2 - 10.1109/ICASI60819.2024.10547775
DO - 10.1109/ICASI60819.2024.10547775
M3 - Conference contribution
AN - SCOPUS:85197117828
T3 - Proceedings of the 2024 10th International Conference on Applied System Innovation, ICASI 2024
SP - 196
EP - 198
BT - Proceedings of the 2024 10th International Conference on Applied System Innovation, ICASI 2024
A2 - Chang, Shoou-Jinn
A2 - Young, Sheng-Joue
A2 - Lam, Artde Donald Kin-Tak
A2 - Ji, Liang-Wen
A2 - Prior, Stephen D.
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 10th International Conference on Applied System Innovation, ICASI 2024
Y2 - 17 April 2024 through 21 April 2024
ER -