Machine Learning

Forecasting the evolution of transportation networks using machine learning
Transportation networks play a critical role in modern societies due to their importance in human mobility, and the exchange of goods …
Weihua Lei, Luiz G. A. Alves, Luís A. N. Amaral
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Forecasting the evolution of transportation networks using machine learning
Reconstructing commuters network using machine learning and urban indicators
Human mobility has a significant impact on several layers of society, from infrastructural planning and economics to the spread of …
Gabriel Spadon, André C. P. L. F. de Carvalho, José F. Rodrigues-Jr, Luiz G. A. Alves
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Reconstructing commuters network using machine learning and urban indicators
Crime prediction through urban metrics and statistical learning
Understanding the causes of crime is a longstanding issue in researcher’s agenda. While it is a hard task to extract causality …
Luiz G. A. Alves, Haroldo V. Ribeiro, Francisco A. Rodrigues
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Crime prediction through urban metrics and statistical learning