Gianluca Pollastri
Orcid: 0000-0002-5825-4949
According to our database1,
Gianluca Pollastri
authored at least 43 papers
between 1999 and 2020.
Collaborative distances:
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Bibliography
2020
Brewery: deep learning and deeper profiles for the prediction of 1D protein structure annotations.
Bioinform., 2020
SCLpred-EMS: subcellular localization prediction of endomembrane system and secretory pathway proteins by Deep N-to-1 Convolutional Neural Networks.
Bioinform., 2020
2019
Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 1, 2019
Algorithms for Structure Comparison and Analysis: Prediction of Tertiary Structures of Proteins.
Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 1, 2019
2016
Briefings Bioinform., 2016
Proceedings of the 7th ACM International Conference on Bioinformatics, 2016
2014
Toward an accurate prediction of inter-residue distances in proteins using 2D recursive neural networks.
BMC Bioinform., 2014
2013
Deep Architectures and Deep Learning in Chemoinformatics: The Prediction of Aqueous Solubility for Drug-Like Molecules.
J. Chem. Inf. Model., 2013
BMC Bioinform., 2013
Bioinform., 2013
Porter, PaleAle 4.0: high-accuracy prediction of protein secondary structure and relative solvent accessibility.
Bioinform., 2013
2011
CSpritz: accurate prediction of protein disorder segments with annotation for homology, secondary structure and linear motifs.
Nucleic Acids Res., 2011
Bioinform., 2011
Machine Learning Approaches for Contact Maps Prediction in CASP9 Experiment.
Proceedings of the Sistemi Evoluti per Basi di Dati, 2011
2010
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2010
2009
Ab initio and homology based prediction of protein domains by recursive neural networks.
BMC Bioinform., 2009
Proceedings of the Pattern Recognition in Bioinformatics, 2009
Proceedings of the Learning and Intelligent Optimization, Third International Conference, 2009
Proceedings of the Similarity-based learning on structures, 15.02. - 20.02.2009, 2009
2008
Long-Range Information and Physicality Constraints Improve predicted protein Contact Maps.
J. Bioinform. Comput. Biol., 2008
Proceedings of the International Joint Conference on Neural Networks, 2008
On the Convergence of Protein Structure and Dynamics. Statistical Learning Studies of Pseudo Folding Pathways.
Proceedings of the Evolutionary Computation, 2008
2007
Accurate prediction of protein secondary structure and solvent accessibility by consensus combiners of sequence and structure information.
BMC Bioinform., 2007
Proceedings of the Analysis of Biological Data: A Soft Computing Approach, 2007
2006
Spritz: a server for the prediction of intrinsically disordered regions in protein sequences using kernel machines.
Nucleic Acids Res., 2006
J. Comput. Biol., 2006
Protein Structural Motif Prediction in Multidimensional <i>ø</i>-<i>Psi</i> Space Leads to Improved Secondary Structure Prediction.
J. Comput. Biol., 2006
BMC Bioinform., 2006
Distill: a suite of web servers for the prediction of one-, two- and three-dimensional structural features of proteins.
BMC Bioinform., 2006
2005
Neural Networks, 2005
Bioinform., 2005
2004
Combining protein secondary structure prediction models with ensemble methods of optimal complexity.
Neurocomputing, 2004
ICBS: a database of interactions between protein chains mediated by ?-sheet formation.
Bioinform., 2004
2003
The Principled Design of Large-Scale Recursive Neural Network Architectures--DAG-RNNs and the Protein Structure Prediction Problem.
J. Mach. Learn. Res., 2003
2002
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002
Prediction of contact maps by GIOHMMs and recurrent neural networks using lateral propagation from all four cardinal corners.
Proceedings of the Tenth International Conference on Intelligent Systems for Molecular Biology, 2002
2001
Proceedings of the Sequence Learning - Paradigms, Algorithms, and Applications, 2001
Improved prediction of the number of residue contacts in proteins by recurrent neural networks.
Proceedings of the Ninth International Conference on Intelligent Systems for Molecular Biology, 2001
2000
Proceedings of the Eighth International Conference on Intelligent Systems for Molecular Biology, 2000
Proceedings of the Artificial Neural Networks in Medicine and Biology, 2000
1999
Bioinform., 1999