activity
20202024
most citedA Bayesian Optimization approach for calibrating large-scale activity-based transport models

17 citations · 29 across the 5 of their papers we have counts for

collaborators

6 papers

cs.RO2024★ 8 cited

Autonomous on-Demand Shuttles for First Mile-Last Mile Connectivity: Design, Optimization, and Impact Assessment

Sudipta Roy, Gabriel Dadashev, Lampros Yfantis +2

The First-Mile Last-Mile (FMLM) connectivity is crucial for improving public transit accessibility and efficiency, particularly in sprawling suburban regions where traditional fixe…

cs.RO2024★ 1 cited

Impact of an Autonomous Shuttle Service on Urban Road Capacity: Experiments by Microscopic Traffic Simulation

Sudipta Roy, Bat-hen Nahmias-Biran, Samiul Hasan

Autonomous vehicles are expected to transform transportation systems with rapid technological advancement. Human mobility would become more accessible and safer with the emergence…

cs.CY2024★ 1 cited

An equilibrium-seeking search algorithm for integrating large-scale activity-based and dynamic traffic assignment models

Serio Agriesti, Claudio Roncoli, Bat-hen Nahmias-Biran

This paper proposes an iterative methodology to integrate large-scale behavioral activity-based models with dynamic traffic assignment models. The main novelty of the proposed appr…

cs.LG2023★ 17 cited

A Bayesian Optimization approach for calibrating large-scale activity-based transport models

Serio Agriesti, Vladimir Kuzmanovski, Jaakko Hollmén +2

The use of Agent-Based and Activity-Based modeling in transportation is rising due to the capability of addressing complex applications such as disruptive trends (e.g., remote work…

stat.AP2021

Assignment of a Synthetic Population for Activity-based Modelling employing Publicly Available Data

Serio Agriesti, Claudio Roncoli, Bat-Hen Nahmias-Biran

Agent based modelling has acquired the spotlight in the transportation domain both in scientific literature and in real life applications, thanks to its capability to deal with the…

physics.soc-ph2020★ 2 cited

Activity-based contact network scaling and epidemic propagation in metropolitan areas

Nishant Kumar, Jimi B. Oke, Bat-hen Nahmias-Biran

Given the growth of urbanization and emerging pandemic threats, more sophisticated models are required to understand disease propagation and investigate the impacts of intervention…