Sfoglia per Autore
Effectiveness of error correcting output codes in multiclass learning problems
2000 F. Masulli, G. Valentini
Quantitative evaluation of dependence among outputs in ECOC classifiers using mutual information based measures
2001 F. Masulli, G. Valentini
Decompositive classifications models for electronic noses
2001 M. Pardo, G. Sberveglieri, A. Taroni, F. Masulli, G. Valentini
Ensembles of learning machines
2002 G. Valentini, F. Masulli
Gene expression-based prediction of malignancies
2002 G. Valentini
NEURObjects: an object-oriented library for neural network development
2002 G. Valentini, F. Masulli
Gene expression data analysis of human lymphoma using support vector machines and output coding ensembles
2002 G. Valentini
An application of low bias bagged SVMs to the classification of heterogeneous malignant tissues
2003 G. Valentini
Low bias bagged support vector machines
2003 G. Valentini, T.G. Dietterich
Bagged ensembles of Support Vector Machines for gene expression data analysis
2003 G. Valentini, M. Muselli, F. Ruffino
Random subspace ensembles for the bio-molecular diagnosis of tumors.
2004 A. Bertoni, R. Folgieri, G. Valentini
Effectiveness of error correcting output coding methods in ensemble and monolithic learning machines
2004 F. Masulli, G. Valentini
Cancer recognition with bagged ensembles of Support Vector Machines
2004 G. Valentini, M. Muselli, F. Ruffino
An experimental analysis of the dependence among codeword bit errors in ECOC learning machines
2004 F. Masulli, G. Valentini
Bias-variance analysis of Support Vector Machines for the development of SVM-based ensemble methods
2004 G. Valentini, T.G. Dietterich
Evaluation of gene selection methods through artificial and real-world data concerning DNA microarray experiments
2005 F. Ruffino, G. Valentini, M. Muselli
Assessment of clusters reliability for high dimensional genomic data
2005 A. Bertoni, R. Folgieri, F. Ruffino, G. Valentini
Feature selection combined with random subspace ensemble for gene expression based diagnosis of malignancies.
2005 A. Bertoni, R. Folgieri, G. Valentini
Support vector machines for candidate nodules classification
2005 P. Campadelli, E. Casiraghi, G. Valentini
Bio-molecular cancer prediction with random subspace ensembles of support vector machines
2005 A. Bertoni, R. Folgieri, G. Valentini
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