Jacqueline M. Hughes-Oliver

Publication Activity (10 Years)

Years Active: 2002-2022
Publications (10 Years): 5

Top Topics

Hypothesis Test

Confidence Measure

Machine Learning Models

Top Venues

J. Cheminformatics

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, 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, Jacqueline M. Hughes-Oliver
chemmodlab: a cheminformatics modeling laboratory R package for fitting and assessing machine learning models. J. Cheminformatics 10 (1) (2018)
Jacqueline M. Hughes-Oliver
Population and Empirical PR Curves for Assessment of Ranking Algorithms. CoRR (2018)
Jeremy R. Ash, Jacqueline M. Hughes-Oliver
chemmodlab: A Cheminformatics Modeling Laboratory for Fitting and Assessing Machine Learning Models. CoRR (2018)
Ke Zhang, Jacqueline M. Hughes-Oliver, S. Stanley Young
Analysis of High-Dimensional Structure-Activity Screening Datasets Using the Optimal Bit String Tree. Technometrics 55 (2) (2013)
Jacqueline M. Hughes-Oliver, Atina D. Brooks, William J. Welch, Morteza G. Khaledi, Douglas M. Hawkins, S. Stanley Young, Kirtesh Patil, Gary W. Howell, Raymond T. Ng, Moody T. Chu
ChemModLab: A Web-Based Cheminformatics Modeling Laboratory. Silico Biol. 11 (1-2) (2012)
Qianyi Zhang, Jacqueline M. Hughes-Oliver, Raymond T. Ng
A Model-Based Ensembling Approach for Developing QSARs. J. Chem. Inf. Model. 49 (8) (2009)
Jiajun Liu, Jacqueline M. Hughes-Oliver, J. Alan Menius Jr.
Domain-enhanced analysis of microarray data using GO annotations. Bioinform. 23 (10) (2007)
Katja S. Remlinger, Jacqueline M. Hughes-Oliver, S. Stanley Young, Raymond L. Lam
Statistical Design of Pools Using Optimal Coverage and Minimal Collision. Technometrics 48 (1) (2006)
Bingming Yi, Jacqueline M. Hughes-Oliver, Lei Zhu, S. Stanley Young
A Factorial Design To Optimize Cell-Based Drug Discovery Analysis. J. Chem. Inf. Comput. Sci. 42 (5) (2002)