Traditionally, transportation system performance and congestion monitoring has been limited to using floating car surveys and traffic count data. Data from these conventional methods covered a limited number of observations. With technological advancements, massive traffic data from infrastructure sensors and vehicle probes have become increasingly available. This new and rich data has made way for big data analytics as an emerging method for performing state of the system monitoring.
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