Uncertainty is a key feature of any machine learning model and is particularly important in
neural networks, which tend to be overconfident. This overconfidence is worrying under …

Dynamic pricing is utilized as a tool for determining pricing strategies in different sectors,
such as the food industries, airline companies, and transportation services. Dynamic pricing …

Forecasting online product sales is essential for retailers and e-commerce platforms, but it
can be challenging owing to the complex dynamics and mixed trends in sales data. Popular …

The price demand relation is a fundamental concept that models how price affects the sale
of a product. It is critical to have an accurate estimate of its parameters, as it will impact the …

The unconstrained demand forecast for car rentals has become a difficult problem for
revenue management due to the need to cope with a variety of rental vehicles, the strong …

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 …

In this paper, an optimisation method is introduced that accounts for cancellations. We do so
by estimating the opportunity cost of a booking between the time of booking and the …

This dissertation presents a comprehensive analysis of human behaviors with an emphasis
on practical methods that generate a positive societal impact with regards to driving safety …

The airline industry is highly competitive with costly operations. These factors, combined
with the advances in technology and varying kinds of customers, have led to the …

This thesis discusses the real theory and practice of revenue management (RM). Over the
past few decades, there has been extensive research in RM that has led to interesting …