John W. Davies

According to our database1, John W. Davies authored at least 9 papers between 2004 and 2017.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2017
A multi-scale convolutional neural network for phenotyping high-content cellular images.
Bioinform., 2017

2009
SPREAD - exploiting chemical features that cause differential activity behavior.
Stat. Anal. Data Min., 2009

Gaining Insight into Off-Target Mediated Effects of Drug Candidates with a Comprehensive Systems Chemical Biology Analysis.
J. Chem. Inf. Model., 2009

How Similar Are Similarity Searching Methods? A Principal Component Analysis of Molecular Descriptor Space.
J. Chem. Inf. Model., 2009

2007
Understanding False Positives in Reporter Gene Assays: in Silico Chemogenomics Approaches To Prioritize Cell-Based HTS Data.
J. Chem. Inf. Model., 2007

2006
Prediction of Biological Targets for Compounds Using Multiple-Category Bayesian Models Trained on Chemogenomics Databases.
J. Chem. Inf. Model., 2006

Enrichment of High-Throughput Screening Data with Increasing Levels of Noise Using Support Vector Machines, Recursive Partitioning, and Laplacian-Modified Naive Bayesian Classifiers.
J. Chem. Inf. Model., 2006

"Bayes Affinity Fingerprints" Improve Retrieval Rates in Virtual Screening and Define Orthogonal Bioactivity Space: When Are Multitarget Drugs a Feasible Concept?
J. Chem. Inf. Model., 2006

2004
Application of Machine Learning To Improve the Results of High-Throughput Docking Against the HIV-1 Protease.
J. Chem. Inf. Model., 2004


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