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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
Cyber-Physical Systems for Smart Water Networks: A Review
(Institute of Electrical and Electronics Engineers, 2021-12)
There is a growing demand to equip Smart Water Networks (SWN) with advanced sensing and computation capabilities in order to detect anomalies and apply autonomous event-triggered control. Cyber-Physical Systems (CPSs) have ...
Artículo
Suicide Risk Assessment Using Machine Learning and Social Networks: a Scoping Review
(Springer, 2020)
According to the World Health Organization (WHO) report in 2016, around 800,000 of individuals have committed suicide. Moreover, suicide is the second cause of unnatural death in people between 15 and 29 years. This ...
Artículo
Machine Learning Estimation of Battery Efficiency and Related Key Performance Indicators in Smart Energy Systems
(MDPI, 2023-07)
Battery systems are extensively used in smart energy systems in many different applications, such as Frequency Containment Reserve or Self-Consumption Increase. The behavior of a battery in a particular operation scenario ...
Artículo
Machine Learning to Predict Pre-Eclampsia and Intrauterine Growth Restriction in Pregnant Women
(MDPI, 2022-10)
The use of artificial intelligence in healthcare in general and in obstetrics and gynecology in particular has great potential. Specifically, machine learning methods could help improve the health and well-being of pregnant ...
Artículo
Identification of Olives Using In-Field Hyperspectral Imaging with Lightweight Models
(MDPI, 2024)
During the growing season, olives progress through nine different phenological stages, starting with bud development and ending with senescence. During their lifespan, olives undergo changes in their external color and ...