Some recent publications by Francesco Tortorella




2008
MARROCCO C, DUIN RPW, TORTORELLA F. (2008). Maximizing the Area Under the ROC Curve by Pairwise Feature Combination. PATTERN RECOGNITION. vol. 41, pp. 1961-1974 ISSN: 0031-3203. doi:10.1016/j.patcog.2007.11.017.
MARROCCO C, RICAMATO MT, TORTORELLA F. (2008). Exploring Margin Maximization for Biometric Score Fusion. In: Structural, Syntactic and Statistical Pattern Recognition. BERLIN: Springer (GERMANY).
SIMEONE P, TAX DMJ, DUIN RPW, TORTORELLA F. (2008). A Fast Approach to Improve Classification Performance of ECOC Classification Systems. In: Structural, Syntactic and Statistical Pattern Recognition. BERLIN: Springer (GERMANY).
D'ELIA C, MARROCCO C, MOLINARA M, TORTORELLA F. (2008). Detection of Clusters of Microcalcifications in Mammograms: A Multi Classifier Approach. In: 21st IEEE International Symposium on Computer-based Medical Systems. 21st IEEE International Symposium on Computer-based Medical Systems. Jyväskylä, Finland. 17-19 giugno 2008. (pp. 572-577). ISBN/ISSN: 1063-7125. doi:10.1109/CBMS.2008.102: IEEE Computer Society Press (UNITED STATES).
PANTALONE D, MONICI M, FUSI F, BASILE V, ROMANO G, ANTENORE A, SANTI R, TORTORELLA F., BECHI P. (2008). Autofluorescence techniques in GI metastatic lymph nodes and computer analysis of data: preliminary results. ASCO Gastrointestinal Symposium. Orlando (FL), USA. January 25-27.
RICAMATO MT, MARROCCO C, TORTORELLA F. (2008). MCS-based Balancing Techniques for Skewed Classes: an Empirical Comparison. In: Proceedings of ICPR 2008. International Conference on Pattern Recognition. Tampa FL, USA. December 2008.
TORTORELLA F., PATRACCONE R, MOLINARA M. (2008). A Dynamic Programming Approach for Segmenting Digital Planar Curves into Line Segments and Circular Arcs. In: Proceedings of ICPR 2008. International Conference on Pattern Recognition. Tampa FL, USA. December 2008.
2007
MARROCCO C, MOLINARA M, TORTORELLA F. (2007). An Empirical Comparison of Ideal and Empirical ROC-Based Reject Rules. In: PETRA PERNER. Machine Learning and Data Mining in Pattern Recognition. (pp. 47-60). ISBN: 978-3-540-73498-7. doi:10.1007/978-3-540-73499-4_5BERLIN: Springer (GERMANY).
MARROCCO C, SIMEONE P, TORTORELLA F. (2007). A Framework for Multiclass Reject in ECOC Classification Systems. In: BJARNE K. ERSBOLL AND KIM STEENSTRUP PEDERSEN. Image Analysis. (pp. 313-323). ISBN: 978-3-540-73039-2. doi:10.1007/978-3-540-73040-8_32BERLIN: Springer (GERMANY).

MARROCCO C, SIMEONE P, TORTORELLA F. (2007). Embedding Reject Option in ECOC Through LDPC Codes. In: MICHAL HAINDL AND JOSEF KITTLER AND FABIO ROLI. Multiple Classifier Systems. (pp. 333-343). ISBN: 978-3-540-72481-0. doi:10.1007/978-3-540-72523-7_34BERLIN: Springer (GERMANY).

MOLINARA M, RICAMATO MT, TORTORELLA F. (2007). Facing Imbalanced Classes through Aggregation of Classifiers. In: RITA CUCCHIARA. Image Analysis and Processing. (pp. 43-48). ISBN: 0-7695-2877-5. doi:10.1109/ICIAP.2007.65: IEEE Computer Society (UNITED STATES).

2006
TORTORELLA F. (2006). Preface to the Special Issue on ROC Analysis in Pattern Recognition. PATTERN RECOGNITION LETTERS. vol. 27, pp. 859-860 ISSN: 0167-8655.

TORTORELLA F., MARROCCO C, MOLINARA M. (2006). Exploiting AUC for Optimal Linear Combination of Dichotomizers. PATTERN RECOGNITION LETTERS. vol. 27, pp. 900-907 ISSN: 0167-8655.

MARROCCO C, MOLINARA M, TORTORELLA F. (2006). AUC-Based Linear Combination of Dichotomizers. In: D. YEUNG, J.T. KWOK, A. FRED, F. ROLI, D. DE RIDDER. Structural, Syntactical and Statistical Pattern Recognition. (pp. 714-722). ISBN: 3-540-37236-9. BERLIN: Springer (GERMANY).

2005
TORTORELLA F. (2005). A ROC-based Reject Rule for Dichotomizers. PATTERN RECOGNITION LETTERS. vol. 26, pp. 167-180 ISSN: 0167-8655.

CAPRIGLIONE D, MARROCCO C, MOLINARA M, TORTORELLA F. (2005). SVM Based Regression Schemes for Instruments Fault Accommodation in Automotive Systems. In: F. ROLI, S. VITULANO. Image Analysis and Processing. (pp. 1117-1124). ISBN: 3-540-28869-4. BERLIN: Springer-Verlag (GERMANY).

MARROCCO C., MOLINARA M., TORTORELLA F. (2005). Estimating the ROC Curve of Linearly Combined Dichotomizers. In: F. ROLI, S. VITULANO. Image Analysis and Processing. (pp. 778-785). ISBN: 3-540-28869-4. BERLIN: Springer-Verlag (GERMANY).

MARROCCO C, MOLINARA M, TORTORELLA F. (2005). Algorithms for Detecting Clusters of Microcalcifications in Mammograms. In: F. ROLI, S. VITULANO. Image Analysis and Processing. (pp. 884-891). ISBN: 3-540-28869-4. BERLIN: Springer-Verlag (GERMANY).

MARROCCO C., MOLINARA M., TORTORELLA F. (2005). Optimal Linear Combination of Dichotomizers via AUC. ICML 2005 workshop on ROC Analysis in Machine Learning. August 2005.

2004
TORTORELLA F. (2004). Reducing the Classification Cost of Support Vector Classifiers through a ROC-based Reject Rule. PATTERN ANALYSIS AND APPLICATIONS. vol. 7, pp. 128-143 ISSN: 1433-7541.

MARROCCO C., TORTORELLA F. (2004). A Method for Designing Cost sensitive ECOC. In: ROLI F., KITTLER J., WINDEATT T. Multiple Classifier Systems. (pp. 204-213). ISBN: 3-540-22144-1. BERLIN: Springer (GERMANY).

MARROCCO C., TORTORELLA F. (2004). A Cost-Sensitive Paradigm for Multiclass to Binary Decomposition Schemes. In: FRED A., CAELLI T., DUIN R.P.W., CAMPILHO A., DE RIDDER D. Structural, Syntactic and Statistical Pattern Recognition. (pp. 753-762). ISBN: 3-540-22570-6. BERLIN: Springer (GERMANY).

2003
DE SANTO M., MOLINARA M., TORTORELLA F., VENTO M. (2003). Automatic Classification of Clustered Microcalcifications by a Multiple Expert System. PATTERN RECOGNITION. vol. 36, pp. 1467-1477 ISSN: 0031-3203.

TORTORELLA F. (2003). A ROC-based Reject Rule for Support Vector Machines. In: PERNER P. Machine Learning and Data Mining in Pattern Recognition. (pp. 106-120). ISBN: 3-540-40504-6. BERLIN: Springer (GERMANY).

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