Sfoglia per Autore
An efficient supervised method to integrate multiple biological networks
2011 A. Bertoni, M. Frasca, G. Valentini
COSNet : a cost sensitive neural network for semi-supervised learning in graphs
2011 A. Bertoni, M. Frasca, G. Valentini
Learning functional linkage networks with a cost-sensitive approach
2011 A. Bertoni, M. Frasca, G. Grossi, G. Valentini
A mathematical model for the validation of gene selection methods
2011 M. Muselli, A. Bertoni, M. Frasca, A. Beghini, F. Ruffino, G. Valentini
A cost-sensitive neural algorithm to predict gene functions using large biological networks
2011 M. Frasca, A. Bertoni, G. Valentini
GRAPH-BASED APPROACHES FOR IMBALANCED DATA IN FUNCTIONAL GENOMICS
2012 M. Frasca
Regularized network-based algorithm for predicting gene functions with high-imbalanced data
2012 M. Frasca, A. Bertoni, G. Valentini
A Neural Procedure for Gene Function Prediction
2013 M. Frasca, A. Bertoni, A. Sion
A neural network algorithm for semi-supervised node label learning from unbalanced data
2013 M. Frasca, A. Bertoni, M. Re, G. Valentini
A neural network based algorithm for gene expression prediction from chromatin structure
2013 M. Frasca, G. Pavesi
An unbalance-aware network integration method for gene function prediction
2013 M. Frasca, A. Bertoni, G. Valentini
GOssTo & GOssToWeb: user-friendly tools for calculating semantic similarities on the Gene Ontology
2013 H. Vierci, A. Romero, S. Heron, H. Yang, M. Frasca, M. Mesiti, G. Valentini, A. Paccanaro
GOssTo : a stand-alone application and a web tool for calculating semantic similarities on the Gene Ontology
2014 H. Caniza, A.E. Romero, S. Heron, H. Yang, A. Devoto, M. Frasca, M. Mesiti, G. Valentini, A. Paccanaro
Analysis of bio-molecular networks through semi-supervised graph-based learning methods
2014 M. Re, M. Mesiti, M. Frasca, J. Lin, G. Valentini
Selection of negatives in Hopfield networks
2015 M. Frasca, D. Malchiodi
A Hierarchical Ensemble Method for DAG-Structured Taxonomies
2015 P.N. Robinson, M. Frasca, S. Köhler, M. Notaro, M. Re, G. Valentini
Learning node labels with multi-category Hopfield networks
2015 M. Frasca, S. Bassis, G. Valentini
Automated gene function prediction through gene multifunctionality in biological networks
2015 M. Frasca
UNIPred : Unbalance-aware network integration and prediction of protein functions
2015 M. Frasca, A. Bertoni, G. Valentini
Selection of negative examples for node label prediction through fuzzy clustering techniques
2016 M. Frasca, D. Malchiodi
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