Transportation
How can we make traffic safer and more efficient? Transportation accounts for 30% of energy consumption world-wide, and traffic delays are at an all-time high. In the United …
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A traffic accident dataset for Chattanooga, Tennessee
This dataset combines data from traffic sensors, accident data, weather data, and daylight information into a comprehensive tagged traffic accident dataset. This dataset contains …
Spatiotemporal features of traffic help reduce automatic accident detection time
Automated Incident Detection (AID) pipeline as described in the paper. After the dataset generation phase (which is described in detail in our Data in Briefpublication), we …
Pablo Moriano
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1 min readChattanooga Digital Twin for Transportation
Leadership Led the data science team in deriving insights from different sensor data through analysis, visualization, and machine learning. Served as technical lead during the …
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Explorative Visualization for Traffic Safety using Adaptive Study Areas
The calendar view shows the incident distribution of a selected dataset over time. Each day’s incidents are displayed as a tile on the calendar. When the tile for a day is …