Published March 14, 2024 | Version v1

Training sequences for road speed prediction on a selection of roads in Prague

Authors/Creators

  • 1. Sygic

Description

Training sequences for 1 hour road speed prediction training on a selection of roads in Prague retrieved from IT4I traffic simulator.
First 4 columns define road identifiers, for which a timeline of speed information is provided in the next columns.
5th column marks the time of a day (in the range 0 to 24), which is associated with a sample as a reference time stamp.
Next 16 columns represent 4 timeline sequences for the 4 concerned roads over past 1 hour (vx@ represents 15min back,vx@@ 30min back, etc).
Last 4 columns represent timeline sequence of an output road referring to the 1  hour future (vx+ mark represents 15min forward, vx++ 30min forward, etc.)

Speed value -1 means the information for a particular time instance for a particular road is missing.

Files

_export_100ts_20240314.csv

Files (104.8 MB)

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Additional details

Funding

European Commission
EVEREST - dEsign enVironmEnt foR Extreme-Scale big data analytics on heterogeneous platforms 957269