A Combined Offline and Online Algorithm for Real-Time and Long-Term Classification of Sheep Behaviour: Novel Approach for Precision Livestock Farming

Comparison of grazing behaviour of sheep on pasture with different sward surface heights using an inertial measurement unit sensor

(2018) Leifeng Guo et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Evaluation of the IceTag leg sensor and its derivative models to predict behaviour, using beef cattle on rangeland

(2018) E.D. Ungar et al.   JOURNAL OF NEUROSCIENCE METHODS

Incremental on-line learning: A review and comparison of state of the art algorithms

(2018) Viktor Losing et al.   NEUROCOMPUTING

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

(2018) Emily Walton et al.   Royal Society Open Science

Scalable real-time classification of data streams with concept drift

(2017) Mark Tennant et al.   Future Generation Computer Systems-The International Journal of eScience

Automatic machine-learning based identification of jogging periods from accelerometer measurements of adolescents under field conditions

(2017) Eftim Zdravevski et al.   PLoS One

Automated tracking to measure behavioural changes in pigs for health and welfare monitoring

(2017) Stephen G. Matthews et al.   Scientific Reports

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

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

Performance Evaluation of State of the Art Systems for Physical Activity Classification of Older Subjects Using Inertial Sensors in a Real Life Scenario: A Benchmark Study

(2016) Muhammad Awais et al.   SENSORS

Validation and Reliability of a Classification Method to Measure the Time Spent Performing Different Activities

(2015) Marie-Ève Riou et al.   PLoS One

A survey on concept drift adaptation

(2014) João Gama et al.   ACM COMPUTING SURVEYS

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

DDD: A New Ensemble Approach for Dealing with Concept Drift

(2011) Leandro L. Minku et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Measurement of acceleration while walking as an automated method for gait assessment in dairy cattle

(2011) N. Chapinal et al.   JOURNAL OF DAIRY SCIENCE

A wireless accelerometer system with wavelet analysis for assessing lameness in cattle

(2009) M. Pastell et al.   BIOSYSTEMS ENGINEERING