| 2008 | |
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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.
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MARROCCO
C, RICAMATO MT, TORTORELLA F. (2008). Exploring Margin Maximization for
Biometric Score Fusion. In: Structural, Syntactic and Statistical
Pattern Recognition. BERLIN: Springer (GERMANY).
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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).
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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).
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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.
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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.
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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.
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| 2007 | |
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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).
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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).
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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).
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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).
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| 2006 | |
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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.
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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.
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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).
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| 2005 | |
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TORTORELLA
F. (2005). A ROC-based Reject Rule for Dichotomizers. PATTERN
RECOGNITION LETTERS. vol. 26, pp. 167-180 ISSN: 0167-8655.
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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).
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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).
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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).
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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.
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| 2004 | |
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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.
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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).
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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).
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| 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.
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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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