Alexey V. Zakharov

Publication Activity (10 Years)

Years Active: 2007-2021
Publications (10 Years): 7

Top Topics

Function Approximation

Top Venues

J. Chem. Inf. Model.

Autom. Control. Comput. Sci.

J. Cheminformatics

Publications

Sankalp Jain, Vishal B. Siramshetty, Vinicius M. Alves, Eugene N. Muratov, Nicole C. Kleinstreuer, Alexander Tropsha, Marc C. Nicklaus, Anton Simeonov, Alexey V. Zakharov
Large-Scale Modeling of Multispecies Acute Toxicity End Points Using Consensus of Multitask Deep Learning Methods. J. Chem. Inf. Model. 61 (2) (2021)
Wengong Jin, Jonathan M. Stokes, Richard T. Eastman, Zina Itkin, Alexey V. Zakharov, James J. Collins, Tommi S. Jaakkola, Regina Barzilay
Deep learning identifies synergistic drug combinations for treating COVID-19. Proc. Natl. Acad. Sci. USA 118 (39) (2021)
Vishal B. Siramshetty, Dac-Trung Nguyen, Natalia J. Martinez, Noel Southall, Anton Simeonov, Alexey V. Zakharov
Critical Assessment of Artificial Intelligence Methods for Prediction of hERG Channel Inhibition in the "Big Data" Era. J. Chem. Inf. Model. 60 (12) (2020)
Pranav Shah, Vishal B. Siramshetty, Alexey V. Zakharov, Noel Southall, Xin Xu, Dac-Trung Nguyen
Predicting liver cytosol stability of small molecules. J. Cheminformatics 12 (1) (2020)
Vinicius M. Alves, Stephen J. Capuzzi, Rodolpho C. Braga, Daniel Robert Korn, Joshua E. Hochuli, Kyle H. Bowler, Adam Yasgar, Ganesha Rai, Anton Simeonov, Eugene N. Muratov, Alexey V. Zakharov, Alexander Tropsha
SCAM Detective: Accurate Predictor of Small, Colloidally Aggregating Molecules. J. Chem. Inf. Model. 60 (8) (2020)
Alexey V. Zakharov, Tongan Zhao, Dac-Trung Nguyen, Tyler Peryea, Timothy Sheils, Adam Yasgar, Ruili Huang, Noel Southall, Anton Simeonov
Novel Consensus Architecture To Improve Performance of Large-Scale Multitask Deep Learning QSAR Models. J. Chem. Inf. Model. 59 (11) (2019)
Alexey Lagunin, Athina Geronikaki, Phaedra Eleftheriou, Pavel V. Pogodin, Alexey V. Zakharov
Rational Use of Heterogeneous Data in Quantitative Structure-Activity Relationship (QSAR) Modeling of Cyclooxygenase/Lipoxygenase Inhibitors. J. Chem. Inf. Model. 59 (2) (2019)
Olga A. Tarasova, Aleksandra F. Urusova, Dmitry Filimonov, Marc C. Nicklaus, Alexey V. Zakharov, Vladimir Poroikov
QSAR Modeling Using Large-Scale Databases: Case Study for HIV-1 Reverse Transcriptase Inhibitors. J. Chem. Inf. Model. 55 (7) (2015)
Alexey V. Zakharov, Megan L. Peach, Markus Sitzmann, Marc C. Nicklaus
A New Approach to Radial Basis Function Approximation and Its Application to QSAR. J. Chem. Inf. Model. 54 (3) (2014)
Alexey V. Zakharov, Megan L. Peach, Markus Sitzmann, Marc C. Nicklaus
QSAR Modeling of Imbalanced High-Throughput Screening Data in PubChem. J. Chem. Inf. Model. 54 (3) (2014)
Mikhail J. Moiseev, Mikhail Glukhikh, Alexey V. Zakharov, Harald Richter
A static analysis approach to data race detection in SystemC designs. DDECS (2013)
Alexey V. Zakharov, Mikhail J. Moiseev
Automatic data race detection in SystemC models. Autom. Control. Comput. Sci. 46 (7) (2012)
Mikhail J. Moiseev, Alexey V. Zakharov, Ilya Klotchkov, Sergey I. Salishev
Static analysis method for deadlock detection in SystemC designs. SoC (2011)
Boris Sobolev, Dmitry Filimonov, Alexey Lagunin, Alexey V. Zakharov, Olga Koborova, Alexander E. Kel, Vladimir Poroikov
Functional classification of proteins based on projection of amino acid sequences: application for prediction of protein kinase substrates. BMC Bioinform. 11 (2010)
Barry J. Hardy, Nicki Douglas, Christoph Helma, Micha Rautenberg, Nina Jeliazkova, Vedrin Jeliazkov, Ivelina Nikolova, Romualdo Benigni, Olga Tcheremenskaia, Stefan Kramer, Tobias Girschick, Fabian Buchwald, Jörg Wicker, Andreas Karwath, Martin Gütlein, Andreas Maunz, Haralambos Sarimveis, Georgia Melagraki, Antreas Afantitis, Pantelis Sopasakis, David Gallagher, Vladimir Poroikov, Dmitry Filimonov, Alexey V. Zakharov, Alexey Lagunin, Tatyana Gloriozova, Sergey Novikov, Natalia Skvortsova, Dmitry S. Druzhilovskiy, Sunil Chawla, Indira Ghosh, Surajit Ray, Hitesh Patel, Sylvia Escher
Collaborative development of predictive toxicology applications. J. Cheminformatics 2 (2010)
Fedor A. Kolpakov, Vladimir Poroikov, Ruslan N. Sharipov, Yury V. Kondrakhin, Alexey V. Zakharov, Alexey Lagunin, Luciano Milanesi, Alexander E. Kel
CYCLONET - an integrated database on cell cycle regulation and carcinogenesis. Nucleic Acids Res. 35 (Database-Issue) (2007)