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Neural Networks : the Official Journal of the International Neural Network Society|March 29, 2003
Efficient Partition of Learning Data Sets for Neural Network TrainingAlessandro E. P. Villa, Igor V. Tetko
Combinatorial Chemistry & High Throughput Screening|April 8, 2011
Predicting the pKa of small moleculeMatthias Rupp, Robert Körner, Igor V Tetko
Journal of Cheminformatics|January 12, 2021
Transformer-CNN: Swiss knife for QSAR modeling and interpretationPavel Karpov, Guillaume Godin, Igor V Tetko
Journal of Physiology, Paris|December 1, 2009
Cross-frequency coupling in mesiotemporal EEG recordings of epileptic patientsAlessandro E P Villa, Igor V Tetko
Expert Opinion on Drug Discovery|June 14, 2016
A renaissance of neural networks in drug discoveryIgor I Baskin, David Winkler, Igor V Tetko
Journal of Cheminformatics|December 9, 2024
Be aware of overfitting by hyperparameter optimization!Igor V Tetko, Ruud van Deursen, Guillaume Godin
Journal of Computer-Aided Molecular Design|November 4, 2005
Surrogate data--a secure way to share corporate dataIgor V Tetko, Ruben Abagyan, Tudor I Oprea
Alternatives to Laboratory Animals : ATLA|April 26, 2013
From descriptors to predicted properties: experimental design by using applicability domain estimationStefan Brandmaier, Sergii Novotarskyi, Iurii Sushko, et al.
Journal of Computer-Aided Molecular Design|March 1, 1997
Data modelling with neural networks: advantages and limitationsD J Livingstone, D T Manallack, I V Tetko
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