Lectures “Computer-aided drug development: structure and ligand-based approaches” in University of Silesia (Katowice, Poland)
  1. Strategies in drug discovery - download pdf
  2. Ligand-receptor interactions - download pdf
  3. Pharmacophore modeling - download pdf
  4. Molecular docking - download pdf

Lectures "Machine learning methods with applications in R" (English/Russian mix from different authors)

2nd Kazan Summer School of Chemoinformatics (Kazan, Russia, 6 July - 9 July 2015)
  • Applications of the mixtures representation approach in QSAR modeling - download pdf

EMBL-EBI industry workshop "In silico ADMET prediction" (Hinxton, UK, 4 December - 5 December 2014)
  • Exploring the black box: structural and functional interpretation of QSAR models. (Automatic exploration of datasets using QSAR) - download pdf

20th EuroQSAR-2014 (Saint-Petersburg, Rusiia, 31 August – 4 September 2014)
  • Structural and functional interpretation of QSAR models - download pdf

Methods and Applications of Computational Chemistry - 5 (MACC-5, Kharkiv, Ukraine, 1 – 5 July 2013)
  • Structural interpretation of QSAR models – a universal approach - download pdf
  • Study of the second virial coefficients: new challenge for QSPR - download pptx
  • Nanoparticles: unusual QSAR for unusual structure - download ppt
  • Two-layer QSPR model for prediction of organic compounds aqueous solubility at various temperatures - download ppt

Application of Random Forest to QSAR tasks
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© Pavel Polishchuk 2010-2016