16 citations · 26 across the 6 of their papers we have counts for
6 papers
Livestock feeding behaviour: A review on automated systems for ruminant monitoring
José Chelotti, Luciano Martinez-Rau, Mariano Ferrero +5
Livestock feeding behaviour is an influential research area for those involved in animal husbandry and agriculture. In recent years, there has been a growing interest in automated…
Using segment-based features of jaw movements to recognize foraging activities in grazing cattle
José O. Chelotti, Sebastián R. Vanrell, Luciano S. Martinez-Rau +7
Precision livestock farming optimizes livestock production through the use of sensor information and communication technologies to support decision making, proactively and near rea…
Automatic scoring of apnea and hypopnea events using blood oxygen saturation signals
R. E. Rolon, I. E. Gareis, L. D. Larrateguy +3
The obstructive sleep apnea-hypopnea (OSAH) syndrome is a very common and frequently undiagnosed sleep disorder. It is characterized by repeated events of partial (hypopnea) or tot…
Extreme Learning Machine design for dealing with unrepresentative features
Nicolás Nieto, Francisco Ibarrola, Victoria Peterson +2
Extreme Learning Machines (ELMs) have become a popular tool in the field of Artificial Intelligence due to their very high training speed and generalization capabilities. Another a…
A multi-class structured dictionary learning method using discriminant atom selection
R. E. Rolón, L. E. Di Persia, R. D. Spies +1
In the last decade, traditional dictionary learning methods have been successfully applied to various pattern classification tasks. Although these methods produce sparse representa…
Kullback-Leibler Penalized Sparse Discriminant Analysis for Event-Related Potential Classification
Victoria Peterson, Hugo Leonardo Rufiner, Ruben Daniel Spies
A brain computer interface (BCI) is a system which provides direct communication between the mind of a person and the outside world by using only brain activity (EEG). The event-re…