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 | 2013 | |
|---|---|---|
| c41 |      | Claudio Marrocco, Paolo Simeone, Francesco Tortorella: Coding Theory Tools for Improving Recognition Performance in ECOC Systems. MCS 2013: 201-211 |
| 2012 | ||
| j19 | | Paolo Simeone, Claudio Marrocco, Francesco Tortorella: Design of reject rules for ECOC classification systems. Pattern Recognition 45(2): 863-875 (2012) |
| j18 | | Paolo Soda, Sameer Antani, Francesco Tortorella, Mario Cannataro, Mykola Pechenizkiy, Alexey Tsymbal: Trends in computer-based medical systems. SIGHIT Record 2(2): 46-50 (2012) |
| c40 | | Alessandro Bria, Claudio Marrocco, Mario Molinara, Francesco Tortorella: A ranking-based cascade approach for unbalanced data. ICPR 2012: 3439-3442 |
| c39 | | Alessandro Bria, Claudio Marrocco, Mario Molinara, Francesco Tortorella: Detecting Clusters of Microcalcifications with a Cascade-Based Approach. Digital Mammography / IWDM 2012: 111-118 |
| 2011 | ||
| j17 | | Maria Teresa Ricamato, Francesco Tortorella: Partial AUC maximization in a linear combination of dichotomizers. Pattern Recognition 44(10-11): 2669-2677 (2011) |
| j16 | | Claudio Marrocco, Mario Molinara, Francesco Tortorella: On Linear Combinations of Dichotomizers for Maximizing the Area Under the ROC Curve. IEEE Transactions on Systems, Man, and Cybernetics, Part B 41(3): 610-620 (2011) |
| c38 | | Claudio Marrocco, Mario Molinara, Francesco Tortorella, A. Ferrarotti, P. Rinaldi, L. Bonomo, C. Aragno, S. Schiano lo Moriello: A multidisciplinary approach to the design and development of a CAD system for the detection of clustered microcalcifications. CBMS 2011: 1-6 |
| c37 | | Paolo Simeone, Claudio Marrocco, Francesco Tortorella: Shaping the Error-Reject Curve of Error Correcting Output Coding Systems. ICIAP (1) 2011: 118-127 |
| c36 | | Claudio Marrocco, Mario Molinara, Francesco Tortorella: Exploring Cascade Classifiers for Detecting Clusters of Microcalcifications. ICIAP (1) 2011: 384-392 |
| c35 | | Maria Teresa Ricamato, Mario Molinara, Francesco Tortorella: Selection Strategies for pAUC-Based Combination of Dichotomizers. MCS 2011: 177-186 |
| c34 | | Paolo Simeone, Claudio Marrocco, Francesco Tortorella: Two Stage Reject Rule for ECOC Classification Systems. MCS 2011: 217-226 |
| 2010 | ||
| j15 | | Paolo Soda, Mykola Pechenizkiy, Francesco Tortorella, Alexey Tsymbal: Knowledge discovery and computer-based decision support in biomedicine. Artificial Intelligence in Medicine 49(3): 1-2 (2010) |
| j14 | | Paolo Soda, Mykola Pechenizkiy, Francesco Tortorella, Alexey Tsymbal: Knowledge discovery and computer-based decision support in biomedicine. Artificial Intelligence in Medicine 50(1): 1-2 (2010) |
| j13 | | Claudio Marrocco, Mario Molinara, Ciro D'Elia, Francesco Tortorella: A computer-aided detection system for clustered microcalcifications. Artificial Intelligence in Medicine 50(1): 23-32 (2010) |
| c33 | | Maria Teresa Ricamato, Francesco Tortorella: AUC-based Combination of Dichotomizers: Is Whole Maximization also Effective for Partial Maximization? ICPR 2010: 73-76 |
| c32 | | Paolo Simeone, Claudio Marrocco, Francesco Tortorella: Exploiting System Knowledge to Improve ECOC Reject Rules. ICPR 2010: 4340-4343 |
| c31 | | Saverio De Vito, Eugenio Martinelli, Raffaele Di Fuccio, Francesco Tortorella, Girolamo Di Francia, Arnaldo D'Amico, Corrado Di Natale: Artificial immune systems for Artificial Olfaction data analysis: Comparison between AIRS and ANN models. IJCNN 2010: 1-7 |
| c30 | | Claudio Marrocco, Paolo Simeone, Francesco Tortorella: A Linear Combination of Classifiers via Rank Margin Maximization. SSPR/SPR 2010: 650-659 |
| c29 | | Maria Teresa Ricamato, Francesco Tortorella: Combination of Dichotomizers for Maximizing the Partial Area under the ROC Curve. SSPR/SPR 2010: 660-669 |
| 2009 | ||
| c28 | | Claudio Marrocco, Mario Molinara, Maria Teresa Ricamato, Francesco Tortorella: Towards a Linear Combination of Dichotomizers by Margin Maximization. ICIAP 2009: 1043-1052 |
| 2008 | ||
| j12 | | Claudio Marrocco, Robert P. W. Duin, Francesco Tortorella: Maximizing the area under the ROC curve by pairwise feature combination. Pattern Recognition 41(6): 1961-1974 (2008) |
| c27 | | Ciro D'Elia, Claudio Marrocco, Mario Molinara, Francesco Tortorella: Detection of Clusters of Microcalcifications in Mammograms: A Multi Classifier Approach. CBMS 2008: 572-577 |
| c26 | | Maria Teresa Ricamato, Claudio Marrocco, Francesco Tortorella: MCS-based balancing techniques for skewed classes: An empirical comparison. ICPR 2008: 1-4 |
| c25 | | Francesco Tortorella, Rossella Patraccone, Mario Molinara: A Dynamic Programming approach for segmenting digital planar curves into line segments and circular arcs. ICPR 2008: 1-4 |
| c24 | | Paolo Simeone, David M. J. Tax, Robert P. W. Duin, Francesco Tortorella: A Fast Approach to Improve Classification Performance of ECOC Classification Systems. SSPR/SPR 2008: 459-468 |
| c23 | | Claudio Marrocco, Maria Teresa Ricamato, Francesco Tortorella: Exploring Margin Maximization for Biometric Score Fusion. SSPR/SPR 2008: 674-683 |
| 2007 | ||
| c22 | | Mario Molinara, Maria Teresa Ricamato, Francesco Tortorella: Facing Imbalanced Classes through Aggregation of Classifiers. ICIAP 2007: 43-48 |
| c21 | | Claudio Marrocco, Paolo Simeone, Francesco Tortorella: Embedding Reject Option in ECOC Through LDPC Codes. MCS 2007: 333-343 |
| c20 | | Claudio Marrocco, Mario Molinara, Francesco Tortorella: An Empirical Comparison of Ideal and Empirical ROC-Based Reject Rules. MLDM 2007: 47-60 |
| c19 | | Claudio Marrocco, Paolo Simeone, Francesco Tortorella: A Framework for Multiclass Reject in ECOC Classification Systems. SCIA 2007: 313-323 |
| 2006 | ||
| j11 | | Francesco Tortorella: Special issue on "ROC Analysis in Pattern Recognition". Pattern Recognition Letters 27(8): 859-860 (2006) |
| j10 | | Claudio Marrocco, Mario Molinara, Francesco Tortorella: Exploiting AUC for optimal linear combinations of dichotomizers. Pattern Recognition Letters 27(8): 900-907 (2006) |
| c18 | | Claudio Marrocco, Mario Molinara, Francesco Tortorella: AUC-Based Linear Combination of Dichotomizers. SSPR/SPR 2006: 714-722 |
| 2005 | ||
| j9 | | Francesco Tortorella: A ROC-based reject rule for dichotomizers. Pattern Recognition Letters 26(2): 167-180 (2005) |
| c17 | | Claudio Marrocco, Mario Molinara, Francesco Tortorella: Estimating the ROC Curve of Linearly Combined Dichotomizers. ICIAP 2005: 778-785 |
| c16 | | Claudio Marrocco, Mario Molinara, Francesco Tortorella: Algorithms for Detecting Clusters of Microcalcifications in Mammograms. ICIAP 2005: 884-891 |
| c15 | | Domenico Capriglione, Claudio Marrocco, Mario Molinara, Francesco Tortorella: SVM Based Regression Schemes for Instruments Fault Accommodation in Automotive Systems. ICIAP 2005: 1117-1124 |
| 2004 | ||
| j8 | | Francesco Tortorella: Reducing the classification cost of support vector classifiers through an ROC-based reject rule. Pattern Anal. Appl. 7(2): 128-143 (2004) |
| c14 | | Ciro D'Elia, Claudio Marrocco, Mario Molinara, Giovanni Poggi, Giuseppe Scarpa, Francesco Tortorella: Detection of Microcalcifications Clusters in Mammograms through TS-MRF Segmentation and SVM-based Classification. ICPR (3) 2004: 742-745 |
| c13 | | Claudio Marrocco, Francesco Tortorella: A Method for Designing Cost-Sensitive ECOC. Multiple Classifier Systems 2004: 204-213 |
| c12 | | Claudio Marrocco, Francesco Tortorella: A Cost-Sensitive Paradigm for Multiclass to Binary Decomposition Schemes. SSPR/SPR 2004: 753-761 |
| 2003 | ||
| j7 | | Massimo De Santo, Mario Molinara, Francesco Tortorella, Mario Vento: Automatic classification of clustered microcalcifications by a multiple expert system. Pattern Recognition 36(7): 1467-1477 (2003) |
| c11 | | Francesco Tortorella: An empirical comparison of in-learning and post-learning optimization schemes for tuning the support vector machines in cost-sensitive applications. ICIAP 2003: 560-565 |
| c10 | | |
| 2001 | ||
| j6 | | Carlo Sansone, Francesco Tortorella, Mario Vento: A Classification Reliability Driven Reject Rule for Multi-Expert Systems. IJPRAI 15(6): 885-904 (2001) |
| c9 | | Luigi P. Cordella, Pasquale Foggia, Carlo Sansone, Francesco Tortorella, Mario Vento: Prototyping Structural Shape Descriptions by Inductive Learning. IWVF 2001: 484-493 |
| c8 | | Pasquale Foggia, Carlo Sansone, Francesco Tortorella, Mario Vento: Automatic Classification of Clustered Microcalcifications by a Multiple Classifier System. Multiple Classifier Systems 2001: 208-217 |
| 2000 | ||
| c7 | | Luigi P. Cordella, Francesco Tortorella, Mario Vento: Combining Experts with Different Features for Classifying Clustered Microcalcifications in Mammograms. ICPR 2000: 4324-4327 |
| c6 | | Luigi P. Cordella, Pasquale Foggia, Carlo Sansone, Francesco Tortorella, Mario Vento: A Cascaded Multiple Expert System for Verification. Multiple Classifier Systems 2000: 330-339 |
| c5 | | |
| 1999 | ||
| j5 | | Pasquale Foggia, Carlo Sansone, Francesco Tortorella, Mario Vento: Combining statistical and structural approaches for handwritten character description. Image Vision Comput. 17(9): 701-711 (1999) |
| j4 | | Pasquale Foggia, Carlo Sansone, Francesco Tortorella, Mario Vento: Definition and Validation of a Distance Measure Between Structural Primitives. Pattern Anal. Appl. 2(3): 215-227 (1999) |
| j3 | | Pasquale Foggia, Carlo Sansone, Francesco Tortorella, Mario Vento: Multiclassification: reject criteria for the Bayesian combiner. Pattern Recognition 32(8): 1435-1447 (1999) |
| c4 | | S. de Vito, Mario Vento, Francesco Tortorella: Automatic Classification of Clustered Microcalcifications by a Multiple Expert System. ICIAP 1999: 464-469 |
| 1998 | ||
| c3 | | Luigi P. Cordella, Pasquale Foggia, Carlo Sansone, Francesco Tortorella, Mario Vento: Optimizing the Error/Reject Trade-Off for a Multi-Expert System Using the Bayesian Combining Rule. SSPR/SPR 1998: 716-725 |
| 1997 | ||
| c2 | | Pasquale Foggia, Carlo Sansone, Francesco Tortorella, Mario Vento: Character Recognition by Geometrical Moments on Structural Decompositions. ICDAR 1997: 6-10 |
| c1 | | Luigi P. Cordella, Pasquale Foggia, Carlo Sansone, Francesco Tortorella, Mario Vento: Classification Reliability and Its Use in Multi-classifier Systems. ICIAP (1) 1997: 46-53 |
| 1995 | ||
| j2 | | Claudio De Stefano, Francesco Tortorella, Mario Vento: An entropy based method for extracting robust binary-templates. Mach. Vis. Appl. 8(3): 173-178 (1995) |
| j1 | | Luigi P. Cordella, Claudio De Stefano, Francesco Tortorella, Mario Vento: A method for improving classification reliability of multilayer perceptrons. IEEE Trans. Neural Netw. Learning Syst. 6(5): 1140-1147 (1995) |
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