Rifat Mehreen Amin

Using Machine Learning to Improve Interactive Visualizations for Large Collected Traffic Detector Data

In traffic engineering, cities rely on large detector datasets to manage traffic. Visualizing these big, multi-dimensional datasets poses challenges such as overplotting and dimension reduction, often rendering traditional visualization techniques inadequate. To address this, we added two machine learning (ML) algorit…