Jacqueline M. Hughes-Oliver

According to our database, Jacqueline M. Hughes-Oliver authored at least 12 papers between 2002 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Practically Significant Method Comparison Protocols for Machine Learning in Small Molecule Drug Discovery.

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

J. Chem. Inf. Model., 2025

2022

Confidence bands and hypothesis tests for hit enrichment curves.

Jeremy R. Ash, Jacqueline M. Hughes-Oliver

J. Cheminformatics, 2022

2019

Confidence Bands and Hypothesis Test Methods for Recall and Precision Curves at Extremely Small Fractions with Applications to Drug Discovery.

Jeremy R. Ash, Jacqueline M. Hughes-Oliver

CoRR, 2019

2018

chemmodlab: a cheminformatics modeling laboratory R package for fitting and assessing machine learning models.

Jeremy R. Ash, Jacqueline M. Hughes-Oliver

J. Cheminformatics, 2018

Population and Empirical PR Curves for Assessment of Ranking Algorithms.

Jacqueline M. Hughes-Oliver

CoRR, 2018

chemmodlab: A Cheminformatics Modeling Laboratory for Fitting and Assessing Machine Learning Models.

Jeremy R. Ash, Jacqueline M. Hughes-Oliver

CoRR, 2018

2013

Analysis of High-Dimensional Structure-Activity Screening Datasets Using the Optimal Bit String Tree.

Ke Zhang, Jacqueline M. Hughes-Oliver, S. Stanley Young

Technometrics, 2013

2012

ChemModLab: A Web-Based Cheminformatics Modeling Laboratory.

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

Silico Biol., 2012

2009

A Model-Based Ensembling Approach for Developing QSARs.

Qianyi Zhang, Jacqueline M. Hughes-Oliver, Raymond T. Ng

J. Chem. Inf. Model., 2009

2007

Domain-enhanced analysis of microarray data using GO annotations.

Jiajun Liu, Jacqueline M. Hughes-Oliver, J. Alan Menius Jr.

Bioinform., 2007

2006

Statistical Design of Pools Using Optimal Coverage and Minimal Collision.

Katja S. Remlinger, Jacqueline M. Hughes-Oliver, S. Stanley Young, Raymond L. Lam

Technometrics, 2006

2002

A Factorial Design To Optimize Cell-Based Drug Discovery Analysis.

Bingming Yi, Jacqueline M. Hughes-Oliver, Lei Zhu, S. Stanley Young

J. Chem. Inf. Comput. Sci., 2002