Using Sensor Data to Detect Lameness and Mastitis Treatment Events in Dairy Cows: A Comparison of Classification Models
Published 2020 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Using Sensor Data to Detect Lameness and Mastitis Treatment Events in Dairy Cows: A Comparison of Classification Models
Authors
Keywords
-
Journal
SENSORS
Volume 20, Issue 14, Pages 3863
Publisher
MDPI AG
Online
2020-07-14
DOI
10.3390/s20143863
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Development and validation of a predictive model for calving time based on sensor measurements of ingestive behavior in dairy cows
- (2018) Nils Zehner et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Feature Selection and Comparison of Machine Learning Algorithms in Classification of Grazing and Rumination Behaviour in Sheep
- (2018) Nicola Mansbridge et al. SENSORS
- Optimal classifier for imbalanced data using Matthews Correlation Coefficient metric
- (2017) Sabri Boughorbel et al. PLoS One
- Bayesian integration of sensor information and a multivariate dynamic linear model for prediction of dairy cow mastitis
- (2016) Dan B. Jensen et al. JOURNAL OF DAIRY SCIENCE
- Use of rumination and activity monitoring for the identification of dairy cows with health disorders: Part II. Mastitis
- (2016) M.L. Stangaferro et al. JOURNAL OF DAIRY SCIENCE
- Analysis of behavioral changes in dairy cows associated with claw horn lesions
- (2016) K. Nechanitzky et al. JOURNAL OF DAIRY SCIENCE
- A validation of technologies monitoring dairy cow feeding, ruminating, and lying behaviors
- (2016) M.R. Borchers et al. JOURNAL OF DAIRY SCIENCE
- Technical note: Accuracy of an ear tag-attached accelerometer to monitor rumination and feeding behavior in feedlot cattle1
- (2015) B. Wolfger et al. JOURNAL OF ANIMAL SCIENCE
- Invited review: Changes in the dairy industry affecting dairy cattle health and welfare
- (2015) H.W. Barkema et al. JOURNAL OF DAIRY SCIENCE
- Lameness Detection in Dairy Cows: Part 1. How to Distinguish between Non-Lame and Lame Cows Based on Differences in Locomotion or Behavior
- (2015) Annelies Van Nuffel et al. Animals
- Lameness detection challenges in automated milking systems addressed with partial least squares discriminant analysis
- (2014) E. Garcia et al. JOURNAL OF DAIRY SCIENCE
- Principal component analysis for the early detection of mastitis and lameness in dairy cows
- (2013) Bettina Miekley et al. JOURNAL OF DAIRY RESEARCH
- Applying additive logistic regression to data derived from sensors monitoring behavioral and physiological characteristics of dairy cows to detect lameness
- (2013) C. Kamphuis et al. JOURNAL OF DAIRY SCIENCE
- Applicability of day-to-day variation in behavior for the automated detection of lameness in dairy cows
- (2013) R.M. de Mol et al. JOURNAL OF DAIRY SCIENCE
- Lameness detection based on multivariate continuous sensing of milk yield, rumination, and neck activity
- (2013) T. Van Hertem et al. JOURNAL OF DAIRY SCIENCE
- Invited review: Sensors to support health management on dairy farms
- (2013) C.J. Rutten et al. JOURNAL OF DAIRY SCIENCE
- Prediction of insemination outcomes in Holstein dairy cattle using alternative machine learning algorithms
- (2013) Saleh Shahinfar et al. JOURNAL OF DAIRY SCIENCE
- Electronic detection of lameness in dairy cows through measuring pedometric activity and lying behavior
- (2012) Maher Alsaaod et al. APPLIED ANIMAL BEHAVIOUR SCIENCE
- An experimental comparison of classification algorithms for imbalanced credit scoring data sets
- (2011) Iain Brown et al. EXPERT SYSTEMS WITH APPLICATIONS
- Somatic cell count assessment at the quarter or cow milking level
- (2010) H. Mollenhorst et al. JOURNAL OF DAIRY SCIENCE
- Discriminating between true-positive and false-positive clinical mastitis alerts from automatic milking systems
- (2010) W. Steeneveld et al. JOURNAL OF DAIRY SCIENCE
- Measures of weight distribution of dairy cows to detect lameness and the presence of hoof lesions
- (2010) M. Pastell et al. JOURNAL OF DAIRY SCIENCE
- Variable selection using random forests
- (2010) Robin Genuer et al. PATTERN RECOGNITION LETTERS
- Sensors and Clinical Mastitis—The Quest for the Perfect Alert
- (2010) Henk Hogeveen et al. SENSORS
- A novel method of analyzing daily milk production and electrical conductivity to predict disease onset
- (2009) J.M. Lukas et al. JOURNAL OF DAIRY SCIENCE
- Changes in Feeding Behavior as Possible Indicators for the Automatic Monitoring of Health Disorders in Dairy Cows
- (2008) L.A. González et al. JOURNAL OF DAIRY SCIENCE
- Automatic Detection of Clinical Mastitis Is Improved by In-Line Monitoring of Somatic Cell Count
- (2008) C. Kamphuis et al. JOURNAL OF DAIRY SCIENCE
- Mastitis detection in dairy cows by application of neural networks
- (2007) D. Cavero et al. Livestock Science
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationFind the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
Search