Sabina Smusz

Publication Activity (10 Years)

Years Active: 2011-2015
Publications (10 Years): 0

Top Topics

Training Set Size

Machine Learning

Statistical Methods

Top Venues

J. Cheminformatics

J. Chem. Inf. Model.

Publications

Sabina Smusz, Stefan Mordalski, Jagna Witek, Krzysztof Rataj, Rafal Kafel, Andrzej J. Bojarski
. J. Chem. Inf. Model. 55 (4) (2015)
Stefan Mordalski, Jagna Witek, Sabina Smusz, Krzysztof Rataj, Andrzej J. Bojarski
Multiple conformational states in retrospective virtual screening - homology models vs. crystal structures: beta-2 adrenergic receptor case study. J. Cheminformatics 7 (2015)
Rafal Kurczab, Sabina Smusz, Andrzej J. Bojarski
The influence of negative training set size on machine learning-based virtual screening. J. Cheminformatics 6 (1) (2014)
Sabina Smusz, Rafal Kurczab, Andrzej J. Bojarski
The influence of hashed fingerprints density on the machine learning methods performance. J. Cheminformatics 5 (S-1) (2013)
Jagna Witek, Krzysztof Rataj, Stefan Mordalski, Sabina Smusz, Tomasz Kosciólek, Andrzej J. Bojarski
Application of Structural Interaction Fingerpints (SIFts) into post-docking analysis - insight into activity and selectivity. J. Cheminformatics 5 (S-1) (2013)
Rafal Kurczab, Sabina Smusz, Andrzej J. Bojarski
The influence of training actives/inactives ratio on machine learning performance. J. Cheminformatics 5 (S-1) (2013)
Sabina Smusz, Rafal Kurczab, Andrzej J. Bojarski
The influence of the inactives subset generation on the performance of machine learning methods. J. Cheminformatics 5 (2013)
Rafal Kurczab, Sabina Smusz, Andrzej J. Bojarski
Evaluation of different machine learning methods for ligand-based virtual screening. J. Cheminformatics 3 (S-1) (2011)