A machine learning‐based approach for wait‐time estimation in healthcare facilities with multi‐stage queues

A Al‐Mousa, H Al‐Zubaidi, M Al‐Dweik - IET Smart Cities, 2024 - Wiley Online Library
Digital technologies have been contributing to providing quality health care to patients. One
aspect of this is providing accurate wait times for patients waiting to be serviced at …

The Approaches Utilized in Queuing Modeling: A Systematic Literature Review

TMV Anuruddhika, S Prasanth… - Asian Journal For …, 2022 - asianssr.org
Queue scheduling is an important process that is used when processes can be divided into
different classes based on the scheduling needs. In general, queue lengths and waiting …

Artificial Neural Network Approach in Design of Queueing Models

C Yuvarani, C Vijayalakshmi - Stochastic Processes and Their …, 2023 - igi-global.com
Queues are encountered in many different fields in day-to-day life. Waiting in queue for
service is unpleasant and annoying for the customer. Many researchers developed …

Increase the system utilization by adaptive queue management system with time restricted reservation

V Limlawan, P Anussornnitisarn - … of the 4th International Conference on …, 2020 - dl.acm.org
Traditionally, the ticket queue technology is implemented to manage queuing system, but
the disadvantage of the ticket queue is losing queue information. The queue-length and the …

A Review on the Application of Machine Learning Techniques for Predictions of Performance Measures of Queue Systems

OR Ajewole, AA Osagiede… - … Conference on Science …, 2024 - ieeexplore.ieee.org
Due to advancement in technology, the application of queue systems has increasingly
become robust. Hence, finding a good system dynamics that can portray the mathematical …