Visualizing Variable Importance and Variable Interaction Effects in Machine Learning Models. - Alan Inglis; Andrew Parnell; Catherine B. Hurley (J. Comput. Graph. Stat., 2022)

vivid: An R package for Variable Importance and Variable Interactions Displays for Machine Learning Models. - Alan Inglis; Andrew Parnell; Catherine Hurley (R J., 2023)

Machine Learning Applied to the Detection of Mycotoxin in Food: A Review. - Alan Inglis; Andrew Parnell; Natarajan Subramani; Fiona Doohan (CoRR, 2024)

Visualisations for Bayesian Additive Regression Trees. - Alan Inglis; Andrew Parnell; Catherine Hurley (J. Data Sci. Stat. Vis., 2024)

Permutation-based visualisation of input and encoded space in autoencoders. - Alan Inglis; Andrew Parnell (J. Data Sci. Stat. Vis., 2025)