Alexios Koutsoukas

According to our database1, Alexios Koutsoukas authored at least 12 papers between 2013 and 2019.

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

Timeline

Legend:

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In proceedings 
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PhD thesis 
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Links

On csauthors.net:

Bibliography

2019
In-Silico Extraction of Design Ideas Using MMPA-by-QSAR and its Application on ADME Endpoints.
J. Chem. Inf. Model., 2019

2017
Deep-learning: investigating deep neural networks hyper-parameters and comparison of performance to shallow methods for modeling bioactivity data.
J. Cheminformatics, 2017

2016
Investigating Multiview and Multitask Learning Frameworks for Predicting Drug-Disease Associations.
Proceedings of the 7th ACM International Conference on Bioinformatics, 2016

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

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

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

Chemogenomics approaches to rationalising compound action of traditional Chinese and Ayurvedic medicines.
J. Cheminformatics, 2013

Using machine learning techniques for rationalising phenotypic readouts from a rat sleeping model.
J. Cheminformatics, 2013

Experimental validation of in silico target predictions on synergistic protein targets.
J. Cheminformatics, 2013


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