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Predicting free parking slots via deep learning in short-mid terms explaining temporal impact of features
Looking for available parking slots has become a serious issue in urban mobility, since it
influences traffic and emissions. This paper presents a set of metrics and techniques to …
influences traffic and emissions. This paper presents a set of metrics and techniques to …
[HTML][HTML] Estimating CO2 Emissions from IoT Traffic Flow Sensors and Reconstruction
CO2 emissions from burning fossil fuels make a relevant contribution to atmospheric
changes and climate disruptions. In cities, the contribution by traffic of CO2 is very relevant …
changes and climate disruptions. In cities, the contribution by traffic of CO2 is very relevant …
TRAFAIR: understanding traffic flow to improve air quality
Environmental impacts of traffic are of major concern throughout many European
metropolitan areas. Air pollution causes 400 000 deaths per year, making it first …
metropolitan areas. Air pollution causes 400 000 deaths per year, making it first …
[HTML][HTML] Traffic flow reconstruction by solving indeterminacy on traffic distribution at junctions
The knowledge of the real time traffic flow status in each segment of a whole road network in
a city or area is becoming fundamental for a large number of smart services such as: routing …
a city or area is becoming fundamental for a large number of smart services such as: routing …
Vehicular traffic flow reconstruction analysis to mitigate scenarios with large city changes
Drastic changes into city road traffic may impact in large portions of the city, then
hypothetical scenarios have to be analyzed to identify the best solutions to maintain high …
hypothetical scenarios have to be analyzed to identify the best solutions to maintain high …
Anomaly detection on IoT data for smart city
Smart Cities are probably on the more complex environment for IOT data collection. IOT data
could have different producers, sample rates, periodic and aperiodic, typical trends …
could have different producers, sample rates, periodic and aperiodic, typical trends …
High Precision Traffic Flow Reconstruction via Hybrid Method
Traffic management and sustainable mobility are the central topics for intelligent
transportation systems (ITS). By means of modern technologies, it is possible to collect real …
transportation systems (ITS). By means of modern technologies, it is possible to collect real …
[HTML][HTML] Analyzing demand with respect to offer of mobility
A main key success for public transportation networks is their tuning by the analysis of
mobility demand with respect to the offer in terms of public transportation means. Most of the …
mobility demand with respect to the offer in terms of public transportation means. Most of the …
Analyzing public transportation offer wrt mobility demand
An important problem in improving mobility services consists in analyzing the transportation
offer with respect to the demand of mobility. The purpose is always the assessment of the …
offer with respect to the demand of mobility. The purpose is always the assessment of the …
Impact on mobility and environmental data of covid-19 lockdown on florence area
According to the changed operative conditions due to lockdown and successive reopening a
number of facts can be analysed. The main effects have been detected on: mobility …
number of facts can be analysed. The main effects have been detected on: mobility …