Winnow based identification of potent hERG inhibitors in silico: comparative assessment on different datasets. - Richard Marchese Robinson; Robert C. Glen; John B. O. Mitchell (J. Cheminformatics, 2012)

Interpreting random forest models using a feature contribution method. - Anna Palczewska; Jan Palczewski; Richard Marchese Robinson; Daniel Neagu (IRI, 2013)

Interpreting Random Forest Classification Models Using a Feature Contribution Method. - Anna Palczewska; Jan Palczewski; Richard Marchese Robinson; Daniel Neagu (IRI (best papers), 2013)

Comparison of the Predictive Performance and Interpretability of Random Forest and Linear Models on Benchmark Data Sets. - Richard Marchese Robinson; Anna Palczewska; Jan Palczewski; Nathan J. Kidley (J. Chem. Inf. Model., 2017)

The influence of solid state information and descriptor selection on statistical models of temperature dependent aqueous solubility. - Richard Marchese Robinson; Kevin J. Roberts; Elaine B. Martin (J. Cheminformatics, 2018)

Evaluation of Force-Field Calculations of Lattice Energies on a Large Public Dataset, Assessment of Pharmaceutical Relevance, and Comparison to Density Functional Theory. - Richard Marchese Robinson; Dawn Geatches; Chris Morris; Rebecca Mackenzie; Andrew G. P. Maloney; Kevin J. Roberts; Alexandru Moldovan; Ernest Chow; Klimentina Pencheva; Dinesh Ramesh Mirpuri Vatvani (J. Chem. Inf. Model., 2019)