Publications

2019_1

Papers in International journals

"Titolo1"

F. Tortorella

Abstract/PDF DOI

2014

Papers in conference proceedings

"Bit Error Recovery in ECOC Systems through LDPC Codes."

C. Marrocco, F. Tortorella

Abstract/PDF DOI

"Designing LDPC Codes for ECOC Classification Systems."

C. Marrocco, F. Tortorella

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Papers in International journals

"Learning from unbalanced data: A cascade-based approach for detecting clustered microcalcifications."

A. Bria, N. Karssemeijer, F. Tortorella

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2013

Papers in International journals

"Coding Theory Tools for Improving Recognition Performance in ECOC Systems"

C. Marrocco, P. Simeone, F. Tortorella

Abstract/PDF DOI

Papers in conference proceedings

"A Boosting-Based Approach to Refine the Segmentation of Masses in Mammography."

M. Molinara, C. Marrocco, F. Tortorella

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"Automatic segmentation of the pectoral muscle in mediolateral oblique mammograms."

M. Molinara, C. Marrocco, F. Tortorella

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"Cascaded Rank-Based Classifiers for Detecting Clusters of Microcalcifications."

A. Bria, C. Marrocco, M. Molinara, F. Tortorella

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2012

Papers in conference proceedings

"Detecting Clusters of Microcalcifications with a Cascade-Based Approach. "

A. Bria, C. Marrocco, M. Molinara, F. Tortorella

Abstract/PDF DOI

Papers in International journals

"Design of reject rules for ECOC classification systems."

P. Simeone, C. Marrocco, F. Tortorella

Abstract/PDF DOI

2011

Papers in conference proceedings

"Exploring Cascade Classifiers for Detecting Clusters of Microcalcifications"

C. Marrocco, M. Molinara, F. Tortorella

Abstract/PDF DOI

Papers in International journals

"On Linear Combinations of Dichotomizers for Maximizing the Area Under the ROC Curve. "

C. Marrocco, M. Molinara, F. Tortorella

Abstract/PDF DOI

"Partial AUC maximization in a linear combination of dichotomizers"

M. Ricamato, F. Tortorella

Abstract/PDF DOI

2010

Papers in conference proceedings

"A Linear Combination of Classifiers via Rank Margin Maximization"

C. Marrocco, P. Simeone, F. Tortorella

Abstract/PDF DOI

"AUC-based Combination of Dichotomizers: Is Whole Maximization also Effective for Partial Maximization?"

M. Ricamato, F. Tortorella

Abstract/PDF DOI

"Combination of Dichotomizers for Maximizing the Partial Area under the ROC Curve"

M. Ricamato, F. Tortorella

Abstract/PDF DOI

"Exploiting System Knowledge to Improve ECOC Reject Rules"

P. Simeone, C. Marrocco, F. Tortorella

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Papers in International journals

"A computer-aided detection system for clustered microcalcifications"

C. Marrocco, M. Molinara, C. D'Elia, F. Tortorella

Abstract/PDF DOI

2009

Papers in conference proceedings

"Towards a Linear Combination of Dichotomizers by Margin Maximization"

C. Marrocco, M. Molinara, M. Ricamato, F. Tortorella

Abstract/PDF DOI

2008

Papers in conference proceedings

"Detection of Clusters of Microcalcifications in Mammograms: A Multi Classifier Approach"

C. D'Elia, C. Marrocco, M. Molinara, F. Tortorella

Abstract/PDF DOI

"Exploring Margin Maximization for Biometric Score Fusion"

C. Marrocco, M. Ricamato, F. Tortorella

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"MCS-based balancing techniques for skewed classes: An empirical comparison"

M. Ricamato, C. Marrocco, F. Tortorella

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Papers in International journals

"Maximizing the area under the ROC curve by pairwise feature combination"

C. Marrocco, R. Duin, F. Tortorella

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2007

Papers in conference proceedings

"A Framework for Multiclass Reject in ECOC Classification Systems"

C. Marrocco, P. Simeone, F. Tortorella

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"An Empirical Comparison of Ideal and Empirical ROC-Based Reject Rules"

C. Marrocco, M. Molinara, F. Tortorella

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"Embedding Reject Option in ECOC Through LDPC Codes"

C. Marrocco, P. Simeone, F. Tortorella

Abstract/PDF DOI

"Facing Imbalanced Classes through Aggregation of Classifiers"

M. Molinara, M. Ricamato, F. Tortorella

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