Applicability domains for classification problems: benchmarking of distance to models for Ames mutagenicity set I Sushko, S Novotarskyi, R Körner, AK Pandey, A Cherkasov, J Li, ... Journal of chemical information and modeling 50 (12), 2094-2111, 2010 | 253 | 2010 |
Application of random forest approach to QSAR prediction of aquatic toxicity PG Polishchuk, EN Muratov, AG Artemenko, OG Kolumbin, NN Muratov, ... Journal of chemical information and modeling 49 (11), 2481-2488, 2009 | 207 | 2009 |
Hierarchical QSAR technology based on the Simplex representation of molecular structure VE Kuz’min, AG Artemenko, EN Muratov Journal of computer-aided molecular design 22, 403-421, 2008 | 189 | 2008 |
Investigation of anticancer activity of macrocyclic Schiff bases by means of 4D-QSAR based on simplex representation of molecular structure VE Kuz'min, AG Artemenko, RN Lozytska, AS Fedtchouk, VP Lozitsky, ... SAR and QSAR in Environmental Research 16 (3), 219-230, 2005 | 139 | 2005 |
Existing and developing approaches for QSAR analysis of mixtures EN Muratov, EV Varlamova, AG Artemenko, PG Polishchuk, VE Kuz'min Molecular informatics 31 (3‐4), 202-221, 2012 | 124 | 2012 |
Hierarchic system of QSAR models (1D–4D) on the base of simplex representation of molecular structure VE Kuz’min, AG Artemenko, PG Polischuk, EN Muratov, AI Hromov, ... Journal of molecular modeling 11, 457-467, 2005 | 123 | 2005 |
Interpretation of QSAR models based on random forest methods VE Kuz'min, PG Polishchuk, AG Artemenko, SA Andronati Molecular informatics 30 (6‐7), 593-603, 2011 | 90 | 2011 |
Universal approach for structural interpretation of QSAR/QSPR models PG Polishchuk, VE Kuz'min, AG Artemenko, EN Muratov Molecular Informatics 32 (9‐10), 843-853, 2013 | 87 | 2013 |
Quantitative structure− activity relationship studies of [(Biphenyloxy) propyl] isoxazole derivatives. Inhibitors of human rhinovirus 2 replication VE Kuz'min, AG Artemenko, EN Muratov, IL Volineckaya, VA Makarov, ... Journal of medicinal chemistry 50 (17), 4205-4213, 2007 | 76 | 2007 |
Per aspera ad astra: application of Simplex QSAR approach in antiviral research EN Muratov, AG Artemenko, EV Varlamova, PG Polischuk, VP Lozitsky, ... Future medicinal chemistry 2 (7), 1205-1226, 2010 | 73 | 2010 |
QSPR approach to predict nonadditive properties of mixtures. Application to bubble point temperatures of binary mixtures of liquids I Oprisiu, E Varlamova, E Muratov, A Artemenko, G Marcou, P Polishchuk, ... Molecular Informatics 31 (6‐7), 491-502, 2012 | 70 | 2012 |
The effect of nitroaromatics’ composition on their toxicity in vivo: novel, efficient non-additive 1D QSAR analysis VE Kuz’Min, EN Muratov, AG Artemenko, L Gorb, M Qasim, J Leszczynski Chemosphere 72 (9), 1373-1380, 2008 | 60 | 2008 |
QSAR analysis of the toxicity of nitroaromatics in Tetrahymena pyriformis: structural factors and possible modes of action AG Artemenko, EN Muratov, VE Kuz’Min, NN Muratov, EV Varlamova, ... SAR and QSAR in Environmental Research 22 (5-6), 575-601, 2011 | 57 | 2011 |
The analysis of structure-anticancer and antiviral activity relationships for macrocyclic pyridinophanes and their analogues on the basis of 4D QSAR models (simplex … V Kuz'min, A Artemenko, V Lozitsky, E Muratov, A Fedtchouk, ... Acta Biochimica Polonica 49 (1), 157-168, 2002 | 55 | 2002 |
Application of random forest and multiple linear regression techniques to QSPR prediction of an aqueous solubility for military compounds NA Kovdienko, PG Polishchuk, EN Muratov, AG Artemenko, VE Kuz'min, ... Molecular informatics 29 (5), 394-406, 2010 | 54 | 2010 |
The effects of characteristics of substituents on toxicity of the nitroaromatics: HiT QSAR study VE Kuz’min, EN Muratov, AG Artemenko, L Gorb, M Qasim, J Leszczynski Journal of Computer-Aided Molecular Design 22, 747-759, 2008 | 54 | 2008 |
Consensus QSAR modeling of phosphor‐containing chiral AChE inhibitors VE Kuz'min, EN Muratov, AG Artemenko, EV Varlamova, L Gorb, J Wang, ... QSAR & Combinatorial Science 28 (6‐7), 664-677, 2009 | 53 | 2009 |
Identification of individual structural fragments of N,N′-(bis-5-nitropyrimidyl)dispirotripiperazine derivatives for cytotoxicity and antiherpetic activity allows the … AG Artemenko, EN Muratov, VE Kuz'min, NA Kovdienko, AI Hromov, ... Journal of antimicrobial chemotherapy 60 (1), 68-77, 2007 | 43 | 2007 |
Virtual screening and molecular design based on hierarchical QSAR technology VE Kuz’min, AG Artemenko, EN Muratov, PG Polischuk, LN Ognichenko, ... Recent Advances in QSAR Studies: Methods and Applications, 127-176, 2010 | 36 | 2010 |
Application of quantum chemical approximations to environmental problems: prediction of water solubility for nitro compounds YA Kholod, EN Muratov, LG Gorb, FC Hill, AG Artemenko, VE Kuz’min, ... Environmental science & technology 43 (24), 9208-9215, 2009 | 34 | 2009 |