Self organising hypothesis networks: a new approach for representing and structuring SAR knowledge. - Thierry Hanser; Chris Barber; Edward Rosser; Jonathan D. Vessey; Samuel J. Webb; Stéphane Werner (J. Cheminformatics, 2014)

Feature combination networks for the interpretation of statistical machine learning models: application to Ames mutagenicity. - Samuel J. Webb; Thierry Hanser; Brendan J. Howlin; Paul Krause; Jonathan D. Vessey (J. Cheminformatics, 2014)

Emerging Pattern Mining To Aid Toxicological Knowledge Discovery. - Richard Sherhod; Philip N. Judson; Thierry Hanser; Jonathan D. Vessey; Samuel J. Webb; Valerie J. Gillet (J. Chem. Inf. Model., 2014)

Interpretation and mining of statistical machine learning (Q)SAR models for toxicity prediction. - Samuel J. Webb (2015)

Analysis of the benefits of imputation models over traditional QSAR models for toxicity prediction. - Moritz Walter; Luke N. Allen; Antonio de la Vega de León; Samuel J. Webb; Valerie J. Gillet (J. Cheminformatics, 2022)

Interpreting Neural Network Models for Toxicity Prediction by Extracting Learned Chemical Features. - Moritz Walter; Samuel J. Webb; Valerie J. Gillet (J. Chem. Inf. Model., 2024)