Forecasting chronic mastitis using automatic milking system sensor data and gradient-boosting classifiers-Reference-Cited by-同舟云学术

Forecasting chronic mastitis using automatic milking system sensor data and gradient-boosting classifiers

Published:2022-07 Issue: Volume:198 Page:107002
ISSN:0168-1699
Container-title:Computers and Electronics in Agriculture
language:en
Short-container-title:Computers and Electronics in Agriculture

Author:

Bonestroo John,Voort Mariska van der,Hogeveen Henk,Emanuelson Ulf,Klaas Ilka Christine,Fall Nils

Publisher

Elsevier BV

Subject

Horticulture,Computer Science Applications,Agronomy and Crop Science,Forestry

Reference28 articles.

1. Herd-level mastitis-associated costs on Canadian dairy farms;Aghamohammadi;Front. Vet. Sci.,2018

2. Comparison of methods for predicting cow composite somatic cell counts;Anglart;J. Dairy Sci.,2020

3. Bartel, A., E. Gass, F. Onken, C. Baumgartner, F. Querengässer, and M.G. Doherr. 2019. SCC predictions using generalized additive models: can they support mastitis management decisions? Page 24 in IDF mastitis Conference 2019, Copenhagen.

4. Random search for hyper-parameter optimization;Bergstra;J. Mach. Learn. Res.,2012

5. Progression of different udder inflammation indicators and their episode length after onset of inflammation using automatic milking system sensor data;Bonestroo;J. Dairy Sci.,2021

Cited by 12 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. The determination of mastitis severity at 4-level using Milk physical properties: A deep learning approach via MLP and evaluation at different SCC thresholds;Research in Veterinary Science;2024-07

2. Influence of Preprocessing Methods of Automated Milking Systems Data on the Prediction of Mastitis with Machine Learning Models;2024-06-25

3. Behavioral Adaptations in Tropical Dairy Cows: Insights into Calving Day Predictions;Animals;2024-06-20

4. The Prediction of Clinical Mastitis in Dairy Cows Based on Milk Yield, Rumination Time, and Milk Electrical Conductivity Using Machine Learning Algorithms;Animals;2024-01-28

5. A deep learning approach combining DeepLabV3+ and improved YOLOv5 to detect dairy cow mastitis;Computers and Electronics in Agriculture;2024-01