Jacqueline M. Hughes-Oliver

12 papers Journal 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
Practically Significant Method Comparison Protocols for Machine Learning in Small Molecule Drug Discovery.
J. Chem. Inf. Model.
Jeremy R. Ash, Cas Wognum, Raquel Rodríguez-Pérez, Matteo Aldeghi, Alan C. Cheng, Djork-Arné Clevert, Ola Engkvist, Cheng Fang, Daniel J. Price, Jacqueline M. Hughes-Oliver, W. Patrick Walters
2022 J jnl
Confidence bands and hypothesis tests for hit enrichment curves.
J. Cheminformatics
Jeremy R. Ash, Jacqueline M. Hughes-Oliver
2019 J jnl
Confidence Bands and Hypothesis Test Methods for Recall and Precision Curves at Extremely Small Fractions with Applications to Drug Discovery.
CoRR
Jeremy R. Ash, Jacqueline M. Hughes-Oliver
2018 J jnl
Population and Empirical PR Curves for Assessment of Ranking Algorithms.
CoRR
Jacqueline M. Hughes-Oliver
2018 J jnl
chemmodlab: A Cheminformatics Modeling Laboratory for Fitting and Assessing Machine Learning Models.
CoRR
Jeremy R. Ash, Jacqueline M. Hughes-Oliver
2018 J jnl
chemmodlab: a cheminformatics modeling laboratory R package for fitting and assessing machine learning models.
J. Cheminformatics
Jeremy R. Ash, Jacqueline M. Hughes-Oliver
2013 J jnl
Analysis of High-Dimensional Structure-Activity Screening Datasets Using the Optimal Bit String Tree.
Technometrics
Ke Zhang, Jacqueline M. Hughes-Oliver, S. Stanley Young
2012 J jnl
ChemModLab: A Web-Based Cheminformatics Modeling Laboratory.
Silico Biol.
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
2009 J jnl
A Model-Based Ensembling Approach for Developing QSARs.
J. Chem. Inf. Model.
Qianyi Zhang, Jacqueline M. Hughes-Oliver, Raymond T. Ng
2007 J jnl
Domain-enhanced analysis of microarray data using GO annotations.
Bioinform.
Jiajun Liu, Jacqueline M. Hughes-Oliver, J. Alan Menius Jr.
2006 J jnl
Statistical Design of Pools Using Optimal Coverage and Minimal Collision.
Technometrics
Katja S. Remlinger, Jacqueline M. Hughes-Oliver, S. Stanley Young, Raymond L. Lam
2002 J jnl
A Factorial Design To Optimize Cell-Based Drug Discovery Analysis.
J. Chem. Inf. Comput. Sci.
Bingming Yi, Jacqueline M. Hughes-Oliver, Lei Zhu, S. Stanley Young