This paper addresses two concerns with the state of the art in network revenue management
with dependent demands. The first concern is that the basic attraction model (BAM), of which …

We propose an approach for estimating customer preferences for a set of substitutable
products using only sales transactions and product availability data. The underlying demand …

In many application areas such as airlines and hotels a large number of bookings are
typically cancelled. Explicitly taking into account cancellations creates an opportunity for …

Large deployment and adoption of electric vehicles in the forthcoming years can have
significant environmental impact, like mitigation of climate change and reduction of …

Abstract [Truncated] Over the last decade, airline markets around the world have been
reshaped dramatically by the rapidly growing low-cost carriers and new forms of distribution …

Predicting the demand for future flights accurately is highly important in order to ensure the
survival of any airline. In order to reliably forecast the number of potential passengers …

In the era of Big Data, online retailers have access to a large amount of data about their
customers. This data can include demographic information, shopping carts, transactions and …