Robert C. Glen

Orcid: 0000-0003-1759-2914

According to our database1, Robert C. Glen authored at least 65 papers between 1992 and 2021.

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

Timeline

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On csauthors.net:

Bibliography

2021
Structure-based identification of dual ligands at the A<sub>2A</sub>R and PDE10A with anti-proliferative effects in lung cancer cell-lines.
J. Cheminformatics, 2021

Multiple-testing correction in metabolome-wide association studies.
BMC Bioinform., 2021

2020
Validating the validation: reanalyzing a large-scale comparison of deep learning and machine learning models for bioactivity prediction.
J. Comput. Aided Mol. Des., 2020

2019
Metabolomics in the Cloud: Scaling Computational Tools to Big Data.
CoRR, 2019

The nPYc-Toolbox, a Python module for the pre-processing, quality-control and analysis of metabolic profiling datasets.
Bioinform., 2019

SPUTNIK: an R package for filtering of spatially related peaks in mass spectrometry imaging data.
Bioinform., 2019

2017
Computer-aided design of multi-target ligands at A1R, A2AR and PDE10A, key proteins in neurodegenerative diseases.
J. Cheminformatics, 2017

Variational autoencoders for tissue heterogeneity exploration from (almost) no preprocessed mass spectrometry imaging data.
CoRR, 2017

2015
Verifying the fully "Laplacianised" posterior Naïve Bayesian approach and more.
J. Cheminformatics, 2015

A note on utilising binary features as ligand descriptors.
J. Cheminformatics, 2015

Chemically Aware Model Builder (camb): an R package for property and bioactivity modelling of small molecules.
J. Cheminformatics, 2015

Metrabase: a cheminformatics and bioinformatics database for small molecule transporter data analysis and (Q)SAR modeling.
J. Cheminformatics, 2015

A multi-label approach to target prediction taking ligand promiscuity into account.
J. Cheminformatics, 2015

2014
How Diverse Are Diversity Assessment Methods? A Comparative Analysis and Benchmarking of Molecular Descriptor Space.
J. Chem. Inf. Model., 2014

Erratum for "In Silico Target Predictions: Defining a Benchmarking Data Set and Comparison of Performance of the Multiclass Naı̈ve Bayes and Parzen-Rosenblatt Window".
J. Chem. Inf. Model., 2014

Cytochrome P450 site of metabolism prediction from 2D topological fingerprints using GPU accelerated probabilistic classifiers.
J. Cheminformatics, 2014

Target Fishing: A Single-Label or Multi-Label Problem?
CoRR, 2014

Visual analysis of missing data - To see what isn't there.
Proceedings of the 9th IEEE Conference on Visual Analytics Science and Technology, 2014

2013
Prediction of Cytochrome P450 Xenobiotic Metabolism: Tethered Docking and Reactivity Derived from Ligand Molecular Orbital Analysis.
J. Chem. Inf. Model., 2013

In Silico Target Predictions: Defining a Benchmarking Data Set and Comparison of Performance of the Multiclass Naïve Bayes and Parzen-Rosenblatt Window.
J. Chem. Inf. Model., 2013

FAst MEtabolizer (FAME): A Rapid and Accurate Predictor of Sites of Metabolism in Multiple Species by Endogenous Enzymes.
J. Chem. Inf. Model., 2013

How Do Metabolites Differ from Their Parent Molecules and How Are They Excreted?
J. Chem. Inf. Model., 2013

Chemogenomics Approaches to Rationalizing the Mode-of-Action of Traditional Chinese and Ayurvedic Medicines.
J. Chem. Inf. Model., 2013

Full "Laplacianised" posterior naive Bayesian algorithm.
J. Cheminformatics, 2013

Annotating targets with pathways: extending approaches to mode of action analysis.
J. Cheminformatics, 2013

Relating GPCRs pharmacological space based on ligands chemical similarities.
J. Cheminformatics, 2013

Quantifying the shifts in physicochemical property space introduced by the metabolism of small organic molecules.
J. Cheminformatics, 2013

2012
Note on Naive Bayes Based on Binary Descriptors in Cheminformatics.
J. Chem. Inf. Model., 2012

Computational Prediction of Metabolism: Sites, Products, SAR, P450 Enzyme Dynamics, and Mechanisms.
J. Chem. Inf. Model., 2012

Probabilistic classifier: generated using randomised sub-sampling of the feature space.
J. Cheminformatics, 2012

Winnow based identification of potent hERG inhibitors in silico: comparative assessment on different datasets.
J. Cheminformatics, 2012

Predicting the mechanism of phospholipidosis.
J. Cheminformatics, 2012

Computational chemistry and cheminformatics: an essay on the future.
J. Comput. Aided Mol. Des., 2012

2011
P-glycoprotein Substrate Models Using Support Vector Machines Based on a Comprehensive Data set.
J. Chem. Inf. Model., 2011

Classifying Large Chemical Data Sets: Using A Regularized Potential Function Method.
J. Chem. Inf. Model., 2011

Classifying Molecules Using a Sparse Probabilistic Kernel Binary Classifier.
J. Chem. Inf. Model., 2011

Chemical Name to Structure: OPSIN, an Open Source Solution.
J. Chem. Inf. Model., 2011

2010
Memory-efficient fully coupled filtering approach for observational model building.
IEEE Trans. Neural Networks, 2010

Use of historic metabolic biotransformation data as a means of anticipating metabolic sites using MetaPrint2D and Bioclipse.
BMC Bioinform., 2010

2009
Findings of the Challenge To Predict Aqueous Solubility.
J. Chem. Inf. Model., 2009

2008
Solubility Challenge: Can You Predict Solubilities of 32 Molecules Using a Database of 100 Reliable Measurements?
J. Chem. Inf. Model., 2008

2007
Random Forest Models To Predict Aqueous Solubility.
J. Chem. Inf. Model., 2007

Reaction Site Mapping of Xenobiotic Biotransformations.
J. Chem. Inf. Model., 2007

Support vector inductive logic programming outperforms the naive Bayes classifier and inductive logic programming for the classification of bioactive chemical compounds.
J. Comput. Aided Mol. Des., 2007

2006
Characterizing Bitterness: Identification of Key Structural Features and Development of a Classification Model.
J. Chem. Inf. Model., 2006

Analysis of Activity Space by Fragment Fingerprints, 2D Descriptors, and Multitarget Dependent Transformation of 2D Descriptors.
J. Chem. Inf. Model., 2006

Dynamic Complexity of Chaotic Transitions in High-Dimensional Classical Dynamics: Leu-Enkephalin Folding.
Proceedings of the Computational Life Sciences II, 2006

Building Structure-Property Predictive Models Using Data Assimilation.
Proceedings of the Computational Life Sciences II, 2006

2005
General Melting Point Prediction Based on a Diverse Compound Data Set and Artificial Neural Networks.
J. Chem. Inf. Model., 2005

A Discussion of Measures of Enrichment in Virtual Screening: Comparing the Information Content of Descriptors with Increasing Levels of Sophistication.
J. Chem. Inf. Model., 2005

Molecular Similarity Searching Using COSMO Screening Charges (COSMO/3PP).
Proceedings of the Computational Life Sciences, First International Symposium, 2005

2004
Similarity Searching of Chemical Databases Using Atom Environment Descriptors (MOLPRINT 2D): Evaluation of Performance.
J. Chem. Inf. Model., 2004

Molecular Similarity Searching Using Atom Environments, Information-Based Feature Selection, and a Naïve Bayesian Classifier.
J. Chem. Inf. Model., 2004

Quantifying the complexity of chaos in multibasin multidimensional dynamics of molecular systems.
Complex., 2004

Molecular surface point environments for virtual screening and the elucidation of binding patterns (MOLPRINT).
Proceedings of the IEEE International Conference on Systems, 2004

2003
Predicting pK<sub>a</sub> by Molecular Tree Structured Fingerprints and PLS.
J. Chem. Inf. Comput. Sci., 2003

2002
Novel Methods for the Prediction of logP, pKa, and logD.
J. Chem. Inf. Comput. Sci., 2002

1997
VESPA: A new, fast approach to electrostatic potential-derived atomic charges from semiempirical methods.
J. Comput. Chem., 1997

1995
A genetic algorithm for flexible molecular overlay and pharmacophore elucidation.
J. Comput. Aided Mol. Des., 1995

A genetic algorithm for the automated generation of molecules within constraints.
J. Comput. Aided Mol. Des., 1995

1994
Pharmacophoric pattern matching in files of three-dimensional chemical structures: Comparison of conformational-searching algorithms for flexible searching.
J. Chem. Inf. Comput. Sci., 1994

Matching two-dimensional chemical graphs using genetic algorithms.
J. Chem. Inf. Comput. Sci., 1994

A fast empirical method for the calculation of molecular polarizability.
J. Comput. Aided Mol. Des., 1994

1993
Searching Databases of Two-Dimensional and Three-Dimensional Chemical Structures Using Genetic Algorithms.
Proceedings of the 5th International Conference on Genetic Algorithms, 1993

1992
Applications of rule-induction in the derivation of quantitative structure-activity relationships.
J. Comput. Aided Mol. Des., 1992


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