Flight short-term booking demand forecasting based on a long short-term memory network

H He, L Chen, S Wang - Computers & Industrial Engineering, 2023 - Elsevier
Accurate demand forecasting has progressively become more vital for airlines to cope with
external competition and enhance revenue effectively. This paper introduces two adaptable …

Customer type discovery in hotel revenue management: a data mining approach

HS Moula, SH Yaghoubyan, R Malekhosseini… - Journal of Revenue and …, 2024 - Springer
Demand estimation is a fundamental component of revenue management systems. The
demand for a product can be ascertained from the customers who purchase it. Identifying …

Discovering customer types using sales transactions and product availability data of 5 hotel datasets with genetic algorithm

M HajMirzaei, K Ziarati, A Nikseresht - Journal of Revenue and Pricing …, 2020 - Springer
Demand forecasting is an integral part of every revenue management system. Demand
raises from customers; therefore, knowing customers and their behavior is essential in this …

航班需求预测方法研究综述

陈良玉, 高随祥 - 工程研究, 2022 - pubs.cstam.org.cn
随着我国民航市场规模的快速增长, 民航业面临日益激烈的竞争. 引入科学有效的收益管理系统
是各大航空公司应对激烈竞争的有效手段. 航班需求预测是收益管理系统进行动态定价和舱位 …

A customer type discovery algorithm in hotel revenue management systems

M HajMirzaei, K Ziarati, A Nikseresht - Journal of Revenue and Pricing …, 2021 - Springer
Knowing customer types and their purchase behavior helps revenue management experts
to estimate the demand and finally devise a better sales strategy to improve the revenue …

[PDF][PDF] A Demand Estimation Algorithm for Inventory Management Systems Using Censored Data.

A Nikseresht, K Ziarati - Engineering, Technology & Applied Science …, 2017 - core.ac.uk
During the selling time horizon of a product category, a number of products may become
unavailable sooner than others and the customers may substitute their desired product with …

[PDF][PDF] New neighborhood approaches in memetic algorithm for customer type discovery

MH Sherafat, SH Yaghoubyan, R Malekhosseini… - Journal of Circuits, Data …, 2024 - sid.ir
" Revenue management" systems are extensively utilized across various industries today.
One of the primary pillars of revenue management lies in demand estimation, which predicts …

A market spill–recapture unconstraining model for estimating airline true demand

T Drabas, CL Wu - Journal of Revenue and Pricing Management, 2020 - Springer
The true demand of airline tickets is defined as the number of passengers that would book a
particular flight if there was no capacity constraint. Estimating the true demand plays a …