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Artículo
Screening of Machine Learning Techniques on Predictive Maintenance: a Scoping Review
(Dyna Sl, 2023)
Predictive maintenance (PdM) is a set of actions and techniques to early detect failures and defects on machines before they occur, and the usage of machine learning and deep learning techniques in predictive maintenance ...
Artículo
Low cost multimedia sensor networks for obtaining lighting maps
(Springer, 2018)
In many applications, video streams, images, audio streams and scalar data are commonly used. In these fields, one of the most important magnitudes to be collected and controlled is the light intensity in different spots. ...
Artículo
Exploring Symmetry of Binary Classification Performance Metrics
(MDPI, 2019)
Selecting the proper performance metric constitutes a key issue for most classification problems in the field of machine learning. Although the specialized literature has addressed several topics regarding these metrics, ...
Artículo
Optimal Representation of Anuran Call Spectrum in Environmental Monitoring Systems Using Wireless Sensor Networks
(MDPI, 2018)
The analysis and classification of the sounds produced by certain animal species, notably anurans, have revealed these amphibians to be a potentially strong indicator of temperature fluctuations and therefore of the existence ...
Artículo
Distributed lightning monitoring: an affordable proposal
(Springer, 2017)
In theaters and the filmmaking industry, video streams, images, audio streams and scalar data are commonly used. In these fields, one of the most important magnitudes to be collected and controlled is the light intensity ...