Multivariable time series classification for clinical mastitis detection and prediction in automated milking systems
出版年份 2023 全文链接
标题
Multivariable time series classification for clinical mastitis detection and prediction in automated milking systems
作者
关键词
-
出版物
JOURNAL OF DAIRY SCIENCE
Volume 106, Issue 5, Pages 3448-3464
出版商
American Dairy Science Association
发表日期
2023-03-18
DOI
10.3168/jds.2022-22355
参考文献
相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。- Data considerations for developing deep learning models for dairy applications: A simulation study on mastitis detection
- (2022) S. Ali Naqvi et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Exploring machine learning algorithms for early prediction of clinical mastitis
- (2021) Liliana Fadul-Pacheco et al. INTERNATIONAL DAIRY JOURNAL
- Mastitis detection with recurrent neural networks in farms using automated milking systems
- (2021) S. Ali Naqvi et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Novel ways to use sensor data to improve mastitis management
- (2021) Henk Hogeveen et al. JOURNAL OF DAIRY SCIENCE
- Detecting and predicting changes in milk homogeneity using data from automatic milking systems
- (2021) D. Anglart et al. JOURNAL OF DAIRY SCIENCE
- Automated prediction of mastitis infection patterns in dairy herds using machine learning
- (2020) Robert M. Hyde et al. Scientific Reports
- The Internet of Things enhancing animal welfare and farm operational efficiency
- (2020) Craig Michie et al. JOURNAL OF DAIRY RESEARCH
- Combined oversampling and undersampling method based on slow-start algorithm for imbalanced network traffic
- (2020) Seunghyun Park et al. COMPUTING
- Machine learning vs. conventional statistical models for predicting heart failure readmission and mortality
- (2020) Sheojung Shin et al. ESC Heart Failure
- Ensemble machine learning models for the detection of energy theft
- (2020) Sravan Kumar Gunturi et al. ELECTRIC POWER SYSTEMS RESEARCH
- Estimating the impact of clinical mastitis in dairy cows on greenhouse gas emissions using a dynamic stochastic simulation model: a case study
- (2019) P. F. Mostert et al. Animal
- Cytometric fingerprinting and machine learning (CFML): A novel label-free, objective method for routine mastitis screening
- (2019) Abhishek S. Dhoble et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Machine Learning for Health Services Researchers
- (2019) Patrick Doupe et al. VALUE IN HEALTH
- A Feature-Driven Decision Support System for Heart Failure Prediction Based on χ2 Statistical Model and Gaussian Naive Bayes
- (2019) Liaqat Ali et al. Computational and Mathematical Methods in Medicine
- Invited review: Incidence, risk factors, and effects of clinical mastitis recurrence in dairy cows
- (2018) Hossein Jamali et al. JOURNAL OF DAIRY SCIENCE
- Imbalanced data fault diagnosis of rotating machinery using synthetic oversampling and feature learning
- (2018) Yuyan Zhang et al. JOURNAL OF MANUFACTURING SYSTEMS
- EGBMMDA: Extreme Gradient Boosting Machine for MiRNA-Disease Association prediction
- (2018) Xing Chen et al. Cell Death & Disease
- Ensemble learning: A survey
- (2018) Omer Sagi et al. Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery
- Development of a new clinical mastitis detection method for automatic milking systems
- (2018) M. Khatun et al. JOURNAL OF DAIRY SCIENCE
- An Update on the Effect of Clinical Mastitis on the Welfare of Dairy Cows and Potential Therapies
- (2018) Christina S. Petersson-Wolfe et al. VETERINARY CLINICS OF NORTH AMERICA-FOOD ANIMAL PRACTICE
- The study of under- and over-sampling methods’ utility in analysis of highly imbalanced data on osteoporosis
- (2017) M. Bach et al. INFORMATION SCIENCES
- Identifying Different Transportation Modes from Trajectory Data Using Tree-Based Ensemble Classifiers
- (2017) Zhibin Xiao et al. ISPRS International Journal of Geo-Information
- Changes in behaviour of dairy cows with clinical mastitis
- (2016) Pilar Sepúlveda-Varas et al. APPLIED ANIMAL BEHAVIOUR SCIENCE
- Machine Learning in Medicine
- (2015) R. C. Deo CIRCULATION
- Including high-cardinality attributes in predictive models: A case study in churn prediction in the energy sector
- (2015) Julie Moeyersoms et al. DECISION SUPPORT SYSTEMS
- The cost of clinical mastitis in the first 30 days of lactation: An economic modeling tool
- (2015) E. Rollin et al. PREVENTIVE VETERINARY MEDICINE
- Pathogen-specific effects on milk yield in repeated clinical mastitis episodes in Holstein dairy cows
- (2014) J.A. Hertl et al. JOURNAL OF DAIRY SCIENCE
- A method for resampling imbalanced datasets in binary classification tasks for real-world problems
- (2014) Silvia Cateni et al. NEUROCOMPUTING
- Predicting mastitis in dairy cows using neural networks and generalized additive models: A comparison
- (2013) S. Ankinakatte et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Mastitis detection in dairy cows: the application of support vector machines
- (2013) B. MIEKLEY et al. JOURNAL OF AGRICULTURAL SCIENCE
- The effect of repeated episodes of bacteria-specific clinical mastitis on mortality and culling in Holstein dairy cows
- (2013) E. Cha 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
- Mastitis alert preferences of farmers milking with automatic milking systems
- (2012) H. Mollenhorst et al. JOURNAL OF DAIRY SCIENCE
- Detection of mastitis and lameness in dairy cows using wavelet analysis
- (2012) Bettina Miekley et al. Livestock Science
- Assessment and Management of Pain in Dairy Cows with Clinical Mastitis
- (2012) Kenneth E. Leslie et al. VETERINARY CLINICS OF NORTH AMERICA-FOOD ANIMAL PRACTICE
- An automated in-line clinical mastitis detection system using measurement of conductivity from foremilk of individual udder quarters
- (2011) RW Claycomb et al. NEW ZEALAND VETERINARY JOURNAL
- Application of support vector machine modeling for prediction of common diseases: the case of diabetes and pre-diabetes
- (2010) Wei Yu et al. BMC Medical Informatics and Decision Making
- A Review of Ensemble Methods in Bioinformatics
- (2010) Pengyi Yang et al. Current Bioinformatics
- Detection of clinical mastitis with sensor data from automatic milking systems is improved by using decision-tree induction
- (2010) C. Kamphuis 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
- Sensors and Clinical Mastitis—The Quest for the Perfect Alert
- (2010) Henk Hogeveen et al. SENSORS
- Decision-tree induction to detect clinical mastitis with automatic milking
- (2009) C. Kamphuis et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Detection of mastitis and its stage of progression by automatic milking systems using artificial neural networks
- (2009) Zhibin Sun et al. JOURNAL OF DAIRY RESEARCH
- Mastitis and lameness detection in dairy cows by application of fuzzy logic
- (2009) E. Kramer et al. Livestock Science
- The Cost of Generic Clinical Mastitis in Dairy Cows as Estimated by Using Dynamic Programming
- (2008) D. Bar et al. JOURNAL OF DAIRY SCIENCE
- Mastitis detection in dairy cows by application of neural networks
- (2007) D. Cavero et al. Livestock Science
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started