68 citations · 77 across the 10 of their papers we have counts for
3 papers · 1 filter
Multivariate Dynamic Modeling for Bayesian Forecasting of Business Revenue
Anna K. Yanchenko, Graham Tierney, Joseph Lawson +3
Forecasting enterprise-wide revenue is critical to many companies and presents several challenges and opportunities for significant business impact. This case study is based on mod…
A Methodology for Exploring Deep Convolutional Features in Relation to Hand-Crafted Features with an Application to Music Audio Modeling
Anna K. Yanchenko, Mohammadreza Soltani, Robert J. Ravier +2
Understanding the features learned by deep models is important from a model trust perspective, especially as deep systems are deployed in the real world. Most recent approaches for…
Hierarchical Dynamic Modeling for Individualized Bayesian Forecasting
Anna K. Yanchenko, Di Daniel Deng, Jinglan Li +2
We present a case study and methodological developments in large-scale hierarchical dynamic modeling for personalized prediction in commerce. The context is supermarket sales, wher…