Richard Marchese Robinson

Publication Activity (10 Years)

Years Active: 2012-2019
Publications (10 Years): 3

Top Topics

Benchmark Data Sets

Statistical Model

Feature Importance

Top Venues

J. Chem. Inf. Model.

IRI (best papers)

J. Cheminformatics

Publications

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
Evaluation of Force-Field Calculations of Lattice Energies on a Large Public Dataset, Assessment of Pharmaceutical Relevance, and Comparison to Density Functional Theory. J. Chem. Inf. Model. 59 (11) (2019)
Richard Marchese Robinson, Kevin J. Roberts, Elaine B. Martin
The influence of solid state information and descriptor selection on statistical models of temperature dependent aqueous solubility. J. Cheminformatics 10 (1) (2018)
Richard Marchese Robinson, Anna Palczewska, Jan Palczewski, Nathan J. Kidley
Comparison of the Predictive Performance and Interpretability of Random Forest and Linear Models on Benchmark Data Sets. J. Chem. Inf. Model. 57 (8) (2017)
Anna Palczewska, Jan Palczewski, Richard Marchese Robinson, Daniel Neagu
Interpreting random forest classification models using a feature contribution method. CoRR (2013)
Anna Palczewska, Jan Palczewski, Richard Marchese Robinson, Daniel Neagu
Interpreting Random Forest Classification Models Using a Feature Contribution Method. IRI (best papers) (2013)
Anna Palczewska, Jan Palczewski, Richard Marchese Robinson, Daniel Neagu
Interpreting random forest models using a feature contribution method. IRI (2013)
Richard Marchese Robinson, Robert C. Glen, John B. O. Mitchell
Winnow based identification of potent hERG inhibitors in silico: comparative assessment on different datasets. J. Cheminformatics 4 (S-1) (2012)