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1. Bertoni A, Folgieri R, Ruffino F, Valentini G Assessment of clusters reliability for high dimensional genomic data Meeting: BITS 2005 - Year: 2005 Full text in a new tab Topic: Computer algorithms and applications Abstract: Discovering new subclasses of pathologies and expression signatures related to specific phenotypes are challenging problems in the context of gene expression data analysis. To pursue these objectives, we need to estimate the “natural” number and the stability of the discovered clusters. To this end, new approaches based on random subspaces and bootstrap methods have been recently proposed. |
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2. Folgieri R, Bertoni A, Valentini G An experimental comparison of Random Subspace and Random Projection Ensembles of Support Vector Machines for the classification of gene expression data. Meeting: BITS 2007 - Year: 2007 Full text in a new tab Topic: Large scale analysis of experimental data Abstract: Missing |
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3. Folgieri R, Rezzi S, Masoum S, Malabat C, Jalali-heravi M, Rutledge DN, Axelson DE, Heberger K, Mariani C, Reniero F, Guillou C Application of Multivariate Analysis, Support Vector Machines and Artificial Neural Network to the Processing of Nuclear Magnetic Resonance data of olive oil and fish oil samples for classification of geographic origin and discrimination between wild and farm fish. Meeting: BITS 2007 - Year: 2007 Full text in a new tab Topic: Large scale analysis of experimental data Abstract: Missing |