A comprehensive approach to Queue Waiting Time Prediction using Tree-Based Ensembles with Data Balancing and Explainable AI

Abstract Queuing up for a service is sometimes an inevitable experience. The inefficiencies brought on by extended waiting times can be considerably decreased by precise waiting time prediction. Accurate prediction can substantially improve consumer satisfaction by reducing uncertainty. It is possib...

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Bibliographic Details
Main Authors: Tapodhir Karmakar Taton, Bipin Saha, Md. Johirul Islam, Shaikh Khaled Mostaque
Format: Article
Language:English
Published: Springer 2025-07-01
Series:Discover Analytics
Subjects:
Online Access:https://doi.org/10.1007/s44257-025-00037-2
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