Sfoglia per Autore
Integration of heterogeneous data sources for gene function prediction using Decision Templates and ensembles of learning machines
2010 M. Rè, G. Valentini
An experimental comparison of Hierarchical Bayes and True Path Rule ensembles for protein function prediction
2010 M. Re, G. Valentini
Noise tolerance of Multiple Classifier Systems in data integration-based gene function prediction
2010 M. Rè, G. Valentini
Genes prioritization with respect to Cancer Gene Modules using functional interaction network data
2011 M. Re, G. Valentini
Identification of promoter regions in genomic sequences by 1-dimensional constraint clustering
2011 A. Bertoni, M. Re, F. Saccà, G. Valentini
A novel ensemble approach for the subcellular localization of proteins
2011 A. Rozza, G. Lombardi, M. Re, E. Casiraghi, G. Valentini, P. Campadelli
Ensembles in Machine Learning Applications
2011 O. Okun, G. Valentini, M. Re
A novel ensemble technique for protein subcellular location prediction
2011 A. Rozza, G. Lombardi, M. Rè, E. Casiraghi, G. Valentini, P. Campadelli
Ensemble methods : a review
2012 M. Re, G. Valentini
Large Scale Ranking and Repositioning of Drugs with Respect to DrugBank Therapeutic Categories
2012 M. Re, G. Valentini
Random walking on functional interaction networks to rank genes involved in cancer
2012 M. Re, G. Valentini
Synergy of multi-label hierarchical ensembles, data fusion, and cost-sensitive methods for gene functional inference
2012 N. Cesa Bianchi, M. Re, G. Valentini
Regeneration-associated Wnt signaling is activated in long-term reconstituting AC133bright acute myeloid leukemia cells
2012 A. Beghini, F. Corlazzoli, L. Del Giacco, M. Re, F. Lazzaroni, M. Brioschi, G. Valentini, F. Ferrazzi, A. Ghilardi, M. Righi, M. Turrini, M. Mignardi, C. Cesana, V. Bronte, M. Nilsson, E. Morra, R. Cairoli
Drug repositioning through pharmacological spaces integration based on networks projections
2012 M. Re, M. Mesiti, G. Valentini
Cancer module genes ranking using kernelized score functions
2012 M. Re, G. Valentini
Comparison of early and late omics data integration for cancer modules gene ranking
2012 M. Re, M. Mesiti, G. Valentini
A fast ranking algorithm for predicting gene functions in biomolecular networks
2012 M. Re, M. Mesiti, G. Valentini
A neural network algorithm for semi-supervised node label learning from unbalanced data
2013 M. Frasca, A. Bertoni, M. Re, G. Valentini
Network integration boosts disease gene prioritization
2013 G. Valentini, A. Paccanaro, H. Vierci, A. Romero, M. Re
Scalable Network-based Learning Methods for Automated Function Prediction based on the Neo4j Graph-database
2013 M. Mesiti, M. Re, G. Valentini
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