Predicting equity market price impact with performance weighted ensembles of random forests. - Ash Booth; Enrico H. Gerding; Frank McGroarty (CIFEr, 2014)

Automated trading with performance weighted random forests and seasonality. - Ash Booth; Enrico H. Gerding; Frank McGroarty (Expert Syst. Appl., 2014)

Automated algorithmic trading: machine learning and agent-based modelling in complex adaptive financial markets. - Ash Booth (2016)

High frequency trading strategies, market fragility and price spikes: an agent based model perspective. - Frank McGroarty; Ash Booth; Enrico H. Gerding; Venkata L. Raju Chinthalapati (Ann. Oper. Res., 2019)