Search Results for author: Alfredo Vellido

Found 3 papers, 0 papers with code

Long Short-Term Memory to predict 3D Amino acids Positions in GPCR Molecular Dynamics

no code implementations2 Jun 2022 Juan Manuel López-Correa, Caroline König, Alfredo Vellido

The best MAE and RMSD values were found for the mass center of the amino acids with 0. 078 {\AA} and 0. 156 {\AA} respectively.

Position

Bioinformatics and Medicine in the Era of Deep Learning

no code implementations27 Feb 2018 Davide Bacciu, Paulo J. G. Lisboa, José D. Martín, Ruxandra Stoean, Alfredo Vellido

Many of the current scientific advances in the life sciences have their origin in the intensive use of data for knowledge discovery.

Metrics for Probabilistic Geometries

no code implementations27 Nov 2014 Alessandra Tosi, Søren Hauberg, Alfredo Vellido, Neil D. Lawrence

We investigate the geometrical structure of probabilistic generative dimensionality reduction models using the tools of Riemannian geometry.

Dimensionality Reduction

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