Sabina Podlewska

According to our database1, Sabina Podlewska authored at least 10 papers between 2011 and 2017.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

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On csauthors.net:

Bibliography

2017
Creating the New from the Old: Combinatorial Libraries Generation with Machine-Learning-Based Compound Structure Optimization.
Journal of Chemical Information and Modeling, 2017

2015
Multi-Step Protocol for Automatic Evaluation of Docking Results Based on Machine Learning Methods - A Case Study of Serotonin Receptors 5-HT6 and 5-HT7.
Journal of Chemical Information and Modeling, 2015

Multiple conformational states in retrospective virtual screening - homology models vs. crystal structures: beta-2 adrenergic receptor case study.
J. Cheminformatics, 2015

Robust optimization of SVM hyperparameters in the classification of bioactive compounds.
J. Cheminformatics, 2015

2014
The influence of negative training set size on machine learning-based virtual screening.
J. Cheminformatics, 2014

2013
Application of Structural Interaction Fingerpints (SIFts) into post-docking analysis - insight into activity and selectivity.
J. Cheminformatics, 2013

The influence of hashed fingerprints density on the machine learning methods performance.
J. Cheminformatics, 2013

The influence of the inactives subset generation on the performance of machine learning methods.
J. Cheminformatics, 2013

The influence of training actives/inactives ratio on machine learning performance.
J. Cheminformatics, 2013

2011
Evaluation of different machine learning methods for ligand-based virtual screening.
J. Cheminformatics, 2011


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