3 papers
cs.LG2025
Workplace Location Choice Model based on Deep Neural Network
Tanay Rastogi, Anders Karlström
Discrete choice models (DCMs) have long been used to analyze workplace location decisions, but they face challenges in accurately mirroring individual decision-making processes. Th…
cs.LG2025
Population Synthesis using Incomplete Information
Tanay Rastogi, Daniel Jonsson, Anders Karlström
This paper presents a population synthesis model that utilizes the Wasserstein Generative-Adversarial Network (WGAN) for training on incomplete microsamples. By using a mask matrix…
eess.SP2025
Model-based traffic state estimation using camera-equipped probe vehicles
Tanay Rastogi, Michele D. Simoni, Anders Karlström
This study addresses the challenge of estimating traffic states for road links. We propose an innovative approach that leverages partial trajectory data captured by camera-equipped…