Evaluation of sampling frequency, window size and sensor position for classification of sheep behaviour

Gait and posture discrimination in sheep using a tri-axial accelerometer

(2016) M. Radeski et al.   Animal

Using a three-axis accelerometer to identify and classify sheep behaviour at pasture

(2016) F.A.P. Alvarenga et al.   APPLIED ANIMAL BEHAVIOUR SCIENCE

Integrating research using animal-borne telemetry with the needs of conservation management

(2016) Jennifer McGowan et al.   JOURNAL OF APPLIED ECOLOGY

Optimising sampling rates for accelerometer-based human activity recognition

(2016) Aftab Khan et al.   PATTERN RECOGNITION LETTERS

Wireless sensor networks for agriculture: The state-of-the-art in practice and future challenges

(2015) Tamoghna Ojha et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Classification of team sport activities using a single wearable tracking device

(2015) Daniel W.T. Wundersitz et al.   JOURNAL OF BIOMECHANICS

Physical Human Activity Recognition Using Wearable Sensors

(2015) Ferhat Attal et al.   SENSORS

Evaluation of accelerometer based multi-sensor versus single-sensor activity recognition systems

(2014) Lei Gao et al.   MEDICAL ENGINEERING & PHYSICS

Sensor Data Acquisition and Processing Parameters for Human Activity Classification

(2014) Sebastian Bersch et al.   SENSORS

Window Size Impact in Human Activity Recognition

(2014) Oresti Banos et al.   SENSORS

Identification of Behaviour in Freely Moving Dogs (Canis familiaris) Using Inertial Sensors

(2013) Linda Gerencsér et al.   PLoS One

Classification of Sporting Activities Using Smartphone Accelerometers

(2013) Edmond Mitchell et al.   SENSORS

Tri-Axial Dynamic Acceleration as a Proxy for Animal Energy Expenditure; Should We Be Summing Values or Calculating the Vector?

(2012) Lama Qasem et al.   PLoS One

Sows’ activity classification device using acceleration data – A resource constrained approach

(2011) Gilberto Fernandes Marchioro et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Preprocessing techniques for context recognition from accelerometer data

(2010) Davide Figo et al.   Personal and Ubiquitous Computing

Cow behaviour pattern recognition using a three-dimensional accelerometer and support vector machines

(2009) Paula Martiskainen et al.   APPLIED ANIMAL BEHAVIOUR SCIENCE

Use of a tri-axial accelerometer for automated recording and classification of goats’ grazing behaviour

(2009) Maëg Moreau et al.   APPLIED ANIMAL BEHAVIOUR SCIENCE

Evaluation of three-dimensional accelerometers to monitor and classify behavior patterns in cattle

(2009) B. Robert et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A Comparison of Feature Extraction Methods for the Classification of Dynamic Activities From Accelerometer Data

(2008) S.J. Preece et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

The inter- and intra-observer reliability of a locomotion scoring scale for sheep

(2008) J. Kaler et al.   VETERINARY JOURNAL

Comparison of classification accuracy using Cohen’s Weighted Kappa

(2006) A BENDAVID   EXPERT SYSTEMS WITH APPLICATIONS