Gianluca Pollastri

Improving the prediction of protein secondary structure in three and eight classes using recurrent neural networks and profiles

Gianluca Pollastri, Darisz Przybylski, Burkhard Rost et al. · Proteins Structure Function and Bioinformatics · 2002 · 748 citations

Deep Architectures and Deep Learning in Chemoinformatics: The Prediction of Aqueous Solubility for Drug-Like Molecules

Alessandro Lusci, Gianluca Pollastri, Pierre Baldi · Journal of Chemical Information and Modeling · 2013 · 555 citations

Geometric Learning, Engineering, Machine Learning +21

Towards the Improved Discovery and Design of Functional Peptides: Common Features of Diverse Classes Permit Generalized Prediction of Bioactivity

Catherine Mooney, Niall Haslam, Gianluca Pollastri et al. · PLoS ONE · 2012 · 548 citations · Full text

Exploiting the past and the future in protein secondary structure prediction

Pierre Baldi, Søren Brunak, Paolo Frasconi et al. · Bioinformatics · 1999 · 494 citations · Full text

Porter: a new, accurate server for protein secondary structure prediction

Gianluca Pollastri, Aoife McLysaght · Computer applications in the biosciences · 2004 · 468 citations · Full text