Jeremy R. Ash

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 7

Top Topics

Machine Learning Models

Hypothesis Test

Confidence Measure

Top Venues

J. Cheminformatics

J. Chem. Inf. Model.

Publications

Jeremy R. Ash, Jacqueline M. Hughes-Oliver
Confidence bands and hypothesis tests for hit enrichment curves. J. Cheminformatics 14 (1) (2022)
Jeremy R. Ash, Laura Lancaster, Chris Gotwalt
A Method for Controlling Extrapolation when Visualizing and Optimizing the Prediction Profiles of Statistical and Machine Learning Models. CoRR (2022)
Jeremy R. Ash, Jacqueline M. Hughes-Oliver
Confidence Bands and Hypothesis Test Methods for Recall and Precision Curves at Extremely Small Fractions with Applications to Drug Discovery. CoRR (2019)
Jeremy R. Ash, Mélaine A. Kuenemann, Daniel M. Rotroff, Alison A. Motsinger-Reif, Denis Fourches
Cheminformatics approach to exploring and modeling trait-associated metabolite profiles. J. Cheminformatics 11 (1) (2019)
Jeremy R. Ash, Jacqueline M. Hughes-Oliver
chemmodlab: a cheminformatics modeling laboratory R package for fitting and assessing machine learning models. J. Cheminformatics 10 (1) (2018)
Jeremy R. Ash, Jacqueline M. Hughes-Oliver
chemmodlab: A Cheminformatics Modeling Laboratory for Fitting and Assessing Machine Learning Models. CoRR (2018)
Jeremy R. Ash, Denis Fourches
Characterizing the Chemical Space of ERK2 Kinase Inhibitors Using Descriptors Computed from Molecular Dynamics Trajectories. J. Chem. Inf. Model. 57 (6) (2017)