3 papers
cs.LG2023
A data-driven approach to predict decision point choice during normal and evacuation wayfinding in multi-story buildings
Yan Feng, Panchamy Krishnakumari
Understanding pedestrian route choice behavior in complex buildings is important to ensure pedestrian safety. Previous studies have mostly used traditional data collection methods…
cs.AI2023
Crowd Safety Manager: Towards Data-Driven Active Decision Support for Planning and Control of Crowd Events
Panchamy Krishnakumari, Sascha Hoogendoorn-Lanser, Jeroen Steenbakkers +1
This paper presents novel technology and methodology aimed at enhancing crowd management in both the planning and operational phases. The approach encompasses innovative data colle…
physics.soc-ph2021
Day-to-day and seasonal regularity of network passenger delay for metro networks
Panchamy Krishnakumari, Oded Cats, Hans van Lint
In an effort to improve user satisfaction and transit image, transit service providers worldwide offer delay compensations. Smart card data enables the estimation of passenger dela…