Hybrid hidden Markov LSTM for short-term traffic flow prediction. - Agnimitra Sengupta; Adway Das; S. Ilgin Guler (CoRR, 2023)

A Bayesian approach to quantifying uncertainties and improving generalizability in traffic prediction models. - Agnimitra Sengupta; Sudeepta Mondal; Adway Das; S. Ilgin Guler (CoRR, 2023)

Newell's theory based feature transformations for spatio-temporal traffic prediction. - Agnimitra Sengupta; S. Ilgin Guler (CoRR, 2023)

Evaluating the reliability of automatically generated pedestrian and bicycle crash surrogates. - Agnimitra Sengupta; S. Ilgin Guler; Vikash V. Gayah; Shannon Warchol (CoRR, 2023)

Enhancing short-term traffic prediction by integrating trends and fluctuations with attention mechanism. - Adway Das; Agnimitra Sengupta; S. Ilgin Guler (CoRR, 2025)