Visualitza INIT_Articles per paraule clau "11. Ciudades y comunidades sostenibles"
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A set of deep learning algorithms for air quality prediction applications
Elsevier (2023)This paper presents a set of machine learning algorithms, including grid-based (Bidirectional Convolutional Long Short-Term Memory) and graph-based (Attention Temporal Graph Convolutional Network) algorithms to predict air ... -
An unsupervised TinyML approach applied to the detection of urban noise anomalies under the smart cities environment
Elsevier (2023-07-08)Artificial Intelligence of Things (AIoT) is an emerging area of interest, and this can be used to obtain knowledge and take better decisions in the same Internet of Things (IoT) devices. IoT data are prone to anomalies due ... -
Reconstructing Secondary Data based on Air Quality, Meteorological and Traffic Data Considering Spatiotemporal Components
Elsevier (2023-02-08)This paper introduces the reconstructed dataset along with procedures to implement air quality prediction, which consists of air quality, meteorological and traffic data over time, and their monitoring stations and measurement ...