27 citations · 55 across the 3 of their papers we have counts for
3 papers
Promotheus: An End-to-End Machine Learning Framework for Optimizing Markdown in Online Fashion E-commerce
Eleanor Loh, Jalaj Khandelwal, Brian Regan +1
Managing discount promotional events ("markdown") is a significant part of running an e-commerce business, and inefficiencies here can significantly hamper a retailer's profitabili…
A Recurrent Neural Network Survival Model: Predicting Web User Return Time
Georg L. Grob, Ângelo Cardoso, C. H. Bryan Liu +2
The size of a website's active user base directly affects its value. Thus, it is important to monitor and influence a user's likelihood to return to a site. Essential to this is pr…
Generalising Random Forest Parameter Optimisation to Include Stability and Cost
C. H. Bryan Liu, Benjamin Paul Chamberlain, Duncan A. Little +1
Random forests are among the most popular classification and regression methods used in industrial applications. To be effective, the parameters of random forests must be carefully…