Quantifying uncertainty in short-term traffic prediction and its application to optimal staffing plan development

L Lin, JC Handley, Y Gu, L Zhu, X Wen… - … Research Part C …, 2018 - Elsevier
In this paper, we aim to quantify uncertainty in short-term traffic volume prediction by
enhancing a hybrid machine learning model based on Particle Swarm Optimization (PSO) …

Improved manpower planning based on traffic flow forecast using a historical queuing model

Y Jin, Y Gao, P Wang, J Wang, L Wang - IEEE Access, 2019 - ieeexplore.ieee.org
In order to promote travel safety and efficiency, many management staff are engaged to
provide service to avoid long queues. Those manpower demands unavoidably introduce …

Charting the future of pilots: maximizing airline workforce efficiency through advanced analytics

B Cankaya, B Erenay, E Kibis, A Glassman… - Operational Research, 2024 - Springer
Pilots and aircraft are among the most valuable assets of an airline. Buying aircraft and
hiring pilots are crucial strategic decisions companies must oversee for sustainability. The …

Simulation optimization in security screening systems subject to budget and waiting time constraints

SC Tsai, H Chen, H Wang… - Naval Research Logistics …, 2021 - Wiley Online Library
Motivated by the NEXUS program between the US‐Canada border, we consider a security
screening process where travelers such as cars and trucks are assigned to a selectee or …

Factors affecting international border crossing delays based upon a rich bluetooth dataset

AP Bartlett, C Qiao, Q He, AW Sadek - Journal of Big Data Analytics in …, 2020 - Springer
The international border between Western New York and Southern Ontario presents a
unique geographic and transportation challenge, with three key border crossing points …

[PDF][PDF] Statement of Research Contributions

C Shi - public.websites.umich.edu
Generally speaking, my research thus far has focused on prescribing efficient and effective
algorithms with theoretical performance guarantees for several core and important models …

[引用][C] UNBRIDGED VERSION OF THE DIVISION REPORT 2018–06 (TR)

BW Time, D Gorodnichy