Michele Leone

Summary

Country: Italy

Publications

  1. ncbi Clustering by soft-constraint affinity propagation: applications to gene-expression data
    Michele Leone
    Institute for Scientific Interchange, Viale Settimio Severo 65, Villa Gualino, I 10133 Torino, Italy
    Bioinformatics 23:2708-15. 2007
  2. ncbi Predicting protein functions with message passing algorithms
    Michele Leone
    Institute for Scientific Interchange ISI Viale Settimio Severo 65, Turin, I 10133, Italy
    Bioinformatics 21:239-47. 2005
  3. ncbi Statistical mechanics of combinatorial auctions
    Tobias Galla
    The Abdus Salam International Centre for Theoretical Physics, Strada Costiera 11, 34014 Trieste, Italy
    Phys Rev Lett 97:128701. 2006
  4. ncbi A critical assessment of Mus musculus gene function prediction using integrated genomic evidence
    Lourdes Pena-Castillo
    Donnelly Centre for Cellular and Biomolecular Research, University of Toronto, Toronto, ON M5S3E1, Canada
    Genome Biol 9:S2. 2008

Collaborators

Detail Information

Publications4

  1. ncbi Clustering by soft-constraint affinity propagation: applications to gene-expression data
    Michele Leone
    Institute for Scientific Interchange, Viale Settimio Severo 65, Villa Gualino, I 10133 Torino, Italy
    Bioinformatics 23:2708-15. 2007
    ..We show that the algorithm efficiently unveils the hierarchical cluster structure present in the data sets. Further on, it allows to extract sparse gene expression signatures for each cluster...
  2. ncbi Predicting protein functions with message passing algorithms
    Michele Leone
    Institute for Scientific Interchange ISI Viale Settimio Severo 65, Turin, I 10133, Italy
    Bioinformatics 21:239-47. 2005
    ..In the present work, we will refer to an 'observed' protein as the one present in the protein-protein interaction networks published in the literature...
  3. ncbi Statistical mechanics of combinatorial auctions
    Tobias Galla
    The Abdus Salam International Centre for Theoretical Physics, Strada Costiera 11, 34014 Trieste, Italy
    Phys Rev Lett 97:128701. 2006
    ..The algorithm can be generalized to the hard phase and to more sophisticated auction protocols...
  4. ncbi A critical assessment of Mus musculus gene function prediction using integrated genomic evidence
    Lourdes Pena-Castillo
    Donnelly Centre for Cellular and Biomolecular Research, University of Toronto, Toronto, ON M5S3E1, Canada
    Genome Biol 9:S2. 2008
    ..Several algorithms using diverse genomic data have been applied to this task in model organisms; however, the performance of such approaches in mammals has not yet been evaluated...