Michael Fernández

14 papers B 1Journal 11Unranked 2
YearRankTypeTitle / Venue / Authors
2022 J jnl
The transformational role of GPU computing and deep learning in drug discovery.
Nat. Mach. Intell.
Mohit Pandey, Michael Fernández, Francesco Gentile, Olexandr Isayev, Alexander Tropsha, Abraham C. Stern, Artem Cherkasov
2020 J jnl
DeepCOP: deep learning-based approach to predict gene regulating effects of small molecules.
Bioinform.
Godwin Woo, Michael Fernández, Michael Hsing, Nathan A. Lack, Ayse Derya Cavga, Artem Cherkasov
2019 J jnl
Quantitative Structure-Price Relationship (QS$R) Modeling and the Development of Economically Feasible Drug Discovery Projects.
J. Chem. Inf. Model.
Michael Fernández, Fuqiang Ban, Godwin Woo, Olexandr Isayev, Carl Perez, Valery Fokin, Alexander Tropsha, Artem Cherkasov
2018 J jnl
Toxic Colors: The Use of Deep Learning for Predicting Toxicity of Compounds Merely from Their Graphic Images.
J. Chem. Inf. Model.
Michael Fernández, Fuqiang Ban, Godwin Woo, Michael Hsing, Takeshi Yamazaki, Eric Leblanc, Paul S. Rennie, William J. Welch, Artem Cherkasov
2017 J jnl
Machine Learning for Silver Nanoparticle Electron Transfer Property Prediction.
J. Chem. Inf. Model.
Baichuan Sun, Michael Fernández, Amanda S. Barnard
2015 J jnl
Quantitative Structure-Property Relationship Modeling of Electronic Properties of Graphene Using Atomic Radial Distribution Function Scores.
J. Chem. Inf. Model.
Michael Fernández, Hongqing Shi, Amanda S. Barnard
2014 — conf
Near-Rand: Noise-based location obfuscation based on random neighboring points.
LATINCOM
Mayra Zurbarán, Karen Ávila, Pedro M. Wightman, Michael Fernández
2011 J jnl
Prediction of dinucleotide-specific RNA-binding sites in proteins.
BMC Bioinform.
Michael Fernández, Yutaro Kumagai, Daron M. Standley, Akinori Sarai, Kenji Mizuguchi, Shandar Ahmad
2010 J jnl
Proteochemometric Recognition of Stable Kinase Inhibition Complexes Using Topological Autocorrelation and Support Vector Machines.
J. Chem. Inf. Model.
Michael Fernández, Shandar Ahmad, Akinori Sarai
2009 B conf
Recognition of Drug-Target Interaction Patterns using Genetic Algorithm-optimized Bayesian-regularized Neural Networks and Support Vector Machines.
SMC
Michael Fernández, Akinori Sarai, Shandar Ahmad
2008 — conf
Power Consumption Reduction Explorations in Processors by Enhancing Performance Using Small ESL Reprogrammable eFPGAs.
ReConFig
Syed Zahid Ahmed, Julien Eydoux, Michael Fernández, Laurent Rouge, Gilles Sassatelli, Lionel Torres
2006 J jnl
Amino Acid Sequence Autocorrelation Vectors and Ensembles of Bayesian-Regularized Genetic Neural Networks for Prediction of Conformational Stability of Human Lysozyme Mutants.
J. Chem. Inf. Model.
Julio Caballero, Leyden Fernández, José Ignacio Abreu, Michael Fernández
2005 J jnl
Genetic neural network modeling of the selective inhibition of the intermediate-conductance Ca
J. Comput. Aided Mol. Des.
Julio Caballero, Miguel Garriga, Michael Fernández
2005 J jnl
Modeling of Cyclin-Dependent Kinase Inhibition by 1
J. Chem. Inf. Model.
Michael Fernández, Alain Tundidor-Camba, Julio Caballero