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

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

Similar Items

IoT-based measurement system for classifying cow behavior from tri-axial accelerometer
by: Jun Wang, et al.

Deep Learning for Classifying Physical Activities from Accelerometer Data
by: Vimala Nunavath, et al.
Published: (2021-08-01)

Planetary navigation activity recognition using wearable accelerometer data
by: Song, Wen
Published: (2013)

Classifier ensembles for streaming fMRI data
by: Plumpton, Catrin Oliver
Published: (2011)

Badminton Activity Recognition Using Accelerometer Data
by: Tim Steels, et al.
Published: (2020-08-01)

Recognition of Multiple Imbalanced Cancer Types Based on DNA Microarray Data Using Ensemble Classifiers
by: Hualong Yu, et al.
Published: (2013-01-01)

Ensemble of texture descriptors and classifiers for face recognition
by: Alessandra Lumini, et al.
Published: (2017-01-01)

Performance Envelopes of Adaptive Ensemble Data Stream Classifiers
by: Joe-Yen, Stefan
Published: (2017)

Adaptive Ensemble Method Based on Spatial Characteristics for Classifying Imbalanced Data
by: Lei Wang, et al.
Published: (2017-01-01)

Neural Classifiers with Feature Dimension Reduction for Human Activity Recognition Using an Accelerometer
by: Jhun-ying Yang, et al.
Published: (2008)

Dental implants success prediction by classifier ensemble on imbalanced data
by: Mostafa Sabzekar, et al.
Published: (2021-01-01)

Ensemble Classifier for Epileptic Seizure Detection for Imperfect EEG Data
by: Khalid Abualsaud, et al.
Published: (2015-01-01)

Mining Smart Learning Analytics Data Using Ensemble Classifiers
by: Samina Kausar, et al.
Published: (2020-06-01)

Long-Term Activity Recognition from Wristwatch Accelerometer Data
by: Enrique Garcia-Ceja, et al.
Published: (2014-11-01)

Recognition and Intensity Estimation of Facial Expression Using Ensemble Classifiers
by: Hiroki Nomiya, et al.
Published: (2016-09-01)

Phenotype Recognition with Combined Features and Random Subspace Classifier Ensemble
by: Pham Tuan D, et al.
Published: (2011-04-01)

Diversified Ensemble Classifiers for Highly Imbalanced Data Learning and their Application in Bioinformatics
by: DING, ZEJIN
Published: (2011)

Diversified Ensemble Classifiers for Highly Imbalanced Data Learning and their Application in Bioinformatics
by: Ding, Zejin
Published: (2011)

Classifier ensemble algorithm for learning from non-stationary data stream
by: Alberto Verdecia-Cabrera, et al.
Published: (2019-01-01)

Feature Selection for High-Dimensional Individual and Ensemble Classifiers with Limited Data
by: Haning, Jacob M.
Published: (2014)

TRACKING RECURRENT CONCEPT DRIFT IN STREAMING DATA USING ENSEMBLE CLASSIFIERS
by: RAMAMURTHY, SASTHAKUMAR
Published: (2007)

Machine Learning Algorithms for Activity-Intensity Recognition Using Accelerometer Data
by: Eduardo Gomes, et al.
Published: (2021-02-01)

Towards Clustering of Mobile and Smartwatch Accelerometer Data for Physical Activity Recognition
by: Chelsea Dobbins, et al.
Published: (2018-06-01)

Ensemble MultiBoost Based on RIPPER Classifier for Prediction of Imbalanced Software Defect Data
by: Haitao He, et al.
Published: (2019-01-01)

Classifying transportation mode from Global Positioning Systems and accelerometer data: A machine learning approach
by: Avipsa Roy, et al.

Recognition of protein/gene names from text using an ensemble of classifiers
by: Zhou GuoDong, et al.
Published: (2005-05-01)

Recognition of medication information from discharge summaries using ensembles of classifiers
by: Doan Son, et al.
Published: (2012-05-01)

The effect of leg length and stride frequency on the reliability and validity of accelerometer data
by: Stone, Michelle Rolande
Published: (2005)

ENSEMBLE META CLASSIFIER WITH SAMPLING AND FEATURE SELECTION FOR DATA WITH IMBALANCE MULTICLASS PROBLEM
by: Mohd Shamrie Sainin, et al.
Published: (2021-02-01)

A Method for Entity Resolution in High Dimensional Data Using Ensemble Classifiers
by: Liu Yi, et al.
Published: (2017-01-01)

Predicting activity type from accelerometer data
by: Zheng, Yonglei
Published: (2012)

Combining global positioning system and accelerometer data to determine the locations of physical activity in children
by: Nicolas M. Oreskovic, et al.
Published: (2012-05-01)

Identifying Modes of Driving Railway Trains from GPS Trajectory Data: An Ensemble Classifier-Based Approach
by: Han Zheng, et al.
Published: (2018-08-01)

Real-time Recognition of Interleaved Activities Based on Ensemble Classifier of Long Short-Term Memory with Fuzzy Temporal Windows
by: Javier Medina Quero, et al.
Published: (2018-10-01)

Classifying Ingestive Behavior of Dairy Cows via Automatic Sound Recognition
by: Guoming Li, et al.
Published: (2021-08-01)

The application of using the SVM classifier in medical care- use the smartphone with triaxial accelerometer for the posture recognitionFu-Sung ChangInstitute of Information ManagementThe application of using the SVM classifier in medical care- use the smartphone with triaxial accelerometer for the posture recognitionFu-Sung ChangInstitute of Information ManagementThe application of using the SVM classifier in medical care- use the smartphone with triaxial accelerometer for the posture recognitionFu-Sung ChangInstitute of Information ManagementThe application of using the SVM classifier in medical care- use the smartphone with triaxial accelerometer for the posture recognition
by: Fu-Sung Chang, et al.
Published: (2012)

Image-Level Structure Recognition Using Image Features, Templates, and Ensemble of Classifiers
by: Altaf Khan, et al.
Published: (2020-06-01)

Ensemble of One-Class Classifiers for Personal Risk Detection Based on Wearable Sensor Data
by: Jorge Rodríguez, et al.
Published: (2016-09-01)

Kernel Supervised Ensemble Classifier for the Classification of Hyperspectral Data Using Few Labeled Samples
by: Jike Chen, et al.
Published: (2016-07-01)

EmSM: Ensemble Mixed Sampling Method for Classifying Imbalanced Intrusion Detection Data
by: Cho, C., et al.
Published: (2022)