Francesco Tortorella

ORCID

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 29

Top Venues

IWBI

Artif. Intell. Medicine

ICIAP Workshops (2)

ICIAP (2)

Publications

Claudio Marrocco, Alessandro Bria, Francesco Tortorella, Sara Parrilli, Luca Cicala, Mariano Focareta, Giuseppe Meoli, Mario Molinara
Illegal Microdumps Detection in Multi-Mission Satellite Images With Deep Neural Network and Transfer Learning Approach. IEEE Access 12 (2024)
Amparo S. Betancourt Tarifa, Claudio Marrocco, Mario Molinara, Francesco Tortorella, Alessandro Bria
Transformer-based mass detection in digital mammograms. J. Ambient Intell. Humaniz. Comput. 14 (3) (2023)
Gennaro Percannella, Umberto Petruzzello, Francesco Tortorella, Mario Vento
Combined Data Augmentation for HEp-2 Cells Image Classification. ICIAP Workshops (2) (2023)
Halldór Kárason, Pierluigi Ritrovato, Nicola Maffulli, Francesco Tortorella
Generative Data Augmentation of Human Biomechanics. ICIAP Workshops (1) (2023)
Marco Cantone, Claudio Marrocco, Francesco Tortorella, Alessandro Bria
Learnable DoG convolutional filters for microcalcification detection. Artif. Intell. Medicine 143 (2023)
Ruth Kehali Kassahun, Mario Molinara, Alessandro Bria, Claudio Marrocco, Francesco Tortorella
Breast Mass Detection and Classification Using Transfer Learning on OPTIMAM Dataset Through RadImageNet Weights. ICIAP Workshops (2) (2023)
Marco Cantone, Claudio Marrocco, Francesco Tortorella, Alessandro Bria
Convolutional Networks and Transformers for Mammography Classification: An Experimental Study. Sensors 23 (3) (2023)
Zakia Khatun, Mariella Tsirilaki, Alessia Lindemann, Francesco Tortorella, Nicola Maffulli, Halldór Jónsson Jr., Paolo Gargiulo
The Role of Muscle and Tendon in Predicting Cartilage Degeneration and Tendinopathy. MetroXRAINE (2022)
Gennaro Percannella, Umberto Petruzzello, Pierluigi Ritrovato, Leonardo Rundo, Francesco Tortorella, Mario Vento
Joint Intensity Classification and Specimen Segmentation on HEp-2 Images: a Deep Learning Approach. ICPR (2022)
Marya Ryspayeva, Mario Molinara, Alessandro Bria, Claudio Marrocco, Francesco Tortorella
Transfer Learning in Breast Mass Detection on the OMI-DB Dataset: A Preliminary Study. ICPR Workshops (1) (2022)
Luca Greco, Gennaro Percannella, Pierluigi Ritrovato, Francesco Tortorella, Mario Vento
Trends in IoT based solutions for health care: Moving AI to the edge. Pattern Recognit. Lett. 135 (2020)
Benedetta Savelli, Alessandro Bria, Mario Molinara, Claudio Marrocco, Francesco Tortorella
A multi-context CNN ensemble for small lesion detection. Artif. Intell. Medicine 103 (2020)
Alessandro Bria, Claudio Marrocco, Francesco Tortorella
Addressing class imbalance in deep learning for small lesion detection on medical images. Comput. Biol. Medicine 120 (2020)
Alessandro Bria, Claudio Marrocco, Francesco Tortorella
Sinc-Based Convolutional Neural Networks for EEG-BCI-Based Motor Imagery Classification. ICPR Workshops (1) (2020)
Benedetta Savelli, Claudio Marrocco, Alessandro Bria, Mario Molinara, Francesco Tortorella
Combining Convolutional Neural Networks for Multi-context Microcalcification Detection in Mammograms. CAIP Workshops (2019)
Claudio Marrocco, Alessandro Bria, Valerio Di Sano, Lucas R. Borges, Benedetta Savelli, Mario Molinara, Jan-Jurre Mordang, Nico Karssemeijer, Francesco Tortorella
Mammogram denoising to improve the calcification detection performance of convolutional nets. IWBI (2018)
Paolo Bruschi, Gianni Cerro, Lorenzo Colace, Andrea De Iacovo, Simone Del Cesta, Marco Ferdinandi, Luigi Ferrigno, Mario Molinara, Andrea Ria, Roberto Simmarano, Francesco Tortorella, Carlo Venettacci
A Novel Integrated Smart System for Indoor Air Monitoring and Gas Recognition. SMARTCOMP (2018)
Alessandro Bria, Claudio Marrocco, Lucas R. Borges, Mario Molinara, Agnese Marchesi, Jan-Jurre Mordang, Nico Karssemeijer, Francesco Tortorella
Improving the Automated Detection of Calcifications Using Adaptive Variance Stabilization. IEEE Trans. Medical Imaging 37 (8) (2018)
Giovanni Trovini, Christian Napoli, Robert Marti, Amaya Martin, Alessandro Bria, Claudio Marrocco, Mario Molinara, Francesco Tortorella, Oliver Díaz
A deep learning framework for micro-calcification detection in 2D mammography and C-view. IWBI (2018)
Alessandro Bria, Claudio Marrocco, Mario Molinara, Benedetta Savelli, Jan-Jurre Mordang, Nico Karssemeijer, Francesco Tortorella
Improving the automated detection of calcifications by combining deep cascades and deep convolutional nets. IWBI (2018)
Agnese Marchesi, Alessandro Bria, Claudio Marrocco, Mario Molinara, Jan-Jurre Mordang, Francesco Tortorella, Nico Karssemeijer
The Effect of Mammogram Preprocessing on Microcalcification Detection with Convolutional Neural Networks. CBMS (2017)
Benedetta Savelli, Alessandro Bria, Adrian Galdran, Claudio Marrocco, Mario Molinara, Aurélio J. C. Campilho, Francesco Tortorella
Illumination Correction by Dehazing for Retinal Vessel Segmentation. CBMS (2017)
Alessandro Bria, Claudio Marrocco, Adrian Galdran, Aurélio Campilho, Agnese Marchesi, Jan-Jurre Mordang, Nico Karssemeijer, Mario Molinara, Francesco Tortorella
Spatial Enhancement by Dehazing for Detection of Microcalcifications with Convolutional Nets. ICIAP (2) (2017)
Benedetta Savelli, Agnese Marchesi, Alessandro Bria, Claudio Marrocco, Mario Molinara, Francesco Tortorella
Retinal Vessel Segmentation Through Denoising and Mathematical Morphology. ICIAP (2) (2017)
Grazia Fattoruso, Annalisa Agresta, Saverio De Vito, Antonio Buonanno, Mario Molinara, Claudio Marrocco, Francesco Tortorella, Girolamo Di Francia
Online Anomaly Detection on Rain Gauge Networks for Robust Alerting Services to Citizens at Risk from Flooding. ICCSA (3) (2017)
Alessandro Bria, Claudio Marrocco, Jan-Jurre Mordang, Nico Karssemeijer, Mario Molinara, Francesco Tortorella
LUT-QNE: Look-Up-Table Quantum Noise Equalization in Digital Mammograms. Digital Mammography / IWDM (2016)
Alessandro Bria, Claudio Marrocco, Mario Molinara, Francesco Tortorella
An effective learning strategy for cascaded object detection. Inf. Sci. (2016)
Alessandro Bria, Claudio Marrocco, Nico Karssemeijer, Mario Molinara, Francesco Tortorella
Deep Cascade Classifiers to Detect Clusters of Microcalcifications. Digital Mammography / IWDM (2016)
Claudio Marrocco, Francesco Tortorella
Exploiting coding theory for classification: An LDPC-based strategy for multiclass-to-binary decomposition. Inf. Sci. 357 (2016)
Claudio Marrocco, Francesco Tortorella
Bit Error Recovery in ECOC Systems through LDPC Codes. ICPR (2014)
Claudio Marrocco, Francesco Tortorella
Designing LDPC Codes for ECOC Classification Systems. S+SSPR (2014)
Alessandro Bria, Nico Karssemeijer, Francesco Tortorella
Learning from unbalanced data: A cascade-based approach for detecting clustered microcalcifications. Medical Image Anal. 18 (2) (2014)
Claudio Marrocco, Paolo Simeone, Francesco Tortorella
Coding Theory Tools for Improving Recognition Performance in ECOC Systems. MCS (2013)
Mario Molinara, Claudio Marrocco, Francesco Tortorella
A Boosting-Based Approach to Refine the Segmentation of Masses in Mammography. ICIAP (2) (2013)
Mario Molinara, Claudio Marrocco, Francesco Tortorella
Automatic segmentation of the pectoral muscle in mediolateral oblique mammograms. CBMS (2013)
Alessandro Bria, Claudio Marrocco, Mario Molinara, Francesco Tortorella
Cascaded Rank-Based Classifiers for Detecting Clusters of Microcalcifications. AIME (2013)
Carlo Sansone, Sabato Manfredi, Edmondo Di Tucci, Saverio De Vito, Grazia Fattoruso, Francesco Tortorella
A novel approach for detecting alerts in urban pollution monitoring with low cost sensors. M&N (2013)
Paolo Simeone, Claudio Marrocco, Francesco Tortorella
Design of reject rules for ECOC classification systems. Pattern Recognit. 45 (2) (2012)
Paolo Soda, Sameer K. Antani, Francesco Tortorella, Mario Cannataro, Mykola Pechenizkiy, Alexey Tsymbal
Trends in computer-based medical systems. SIGHIT Rec. 2 (2) (2012)
Claudio Marrocco, Mario Molinara, Francesco Tortorella, Pierluigi Rinaldi, Lorenzo Bonomo, Alfredo Ferrarotti, Cesare Aragno, Salvatore Schiano lo Moriello
Detection of cluster of microcalcifications based on watershed segmentation algorithm. CBMS (2012)
Alessandro Bria, Claudio Marrocco, Mario Molinara, Francesco Tortorella
Detecting Clusters of Microcalcifications with a Cascade-Based Approach. Digital Mammography / IWDM (2012)
Alessandro Bria, Claudio Marrocco, Mario Molinara, Francesco Tortorella
A ranking-based cascade approach for unbalanced data. ICPR (2012)
Claudio Marrocco, Mario Molinara, Francesco Tortorella
On Linear Combinations of Dichotomizers for Maximizing the Area Under the ROC Curve. IEEE Trans. Syst. Man Cybern. Part B 41 (3) (2011)
Claudio Marrocco, Mario Molinara, Francesco Tortorella
Exploring Cascade Classifiers for Detecting Clusters of Microcalcifications. ICIAP (1) (2011)
Maria Teresa Ricamato, Francesco Tortorella
Partial AUC maximization in a linear combination of dichotomizers. Pattern Recognit. 44 (10-11) (2011)
Maria Teresa Ricamato, Mario Molinara, Francesco Tortorella
Selection Strategies for pAUC-Based Combination of Dichotomizers. MCS (2011)
Paolo Simeone, Claudio Marrocco, Francesco Tortorella
Two Stage Reject Rule for ECOC Classification Systems. MCS (2011)
Paolo Simeone, Claudio Marrocco, Francesco Tortorella
Shaping the Error-Reject Curve of Error Correcting Output Coding Systems. ICIAP (1) (2011)
Pasquale D'Andreti, Francesco Tortorella
A machine learning based algorithm for routing bandwidth-guaranteed paths in MPLS TE: Improvements and performance assessment. M&N (2011)
Claudio Marrocco, Mario Molinara, Francesco Tortorella, Alfredo Ferrarotti, Pierluigi Rinaldi, Lorenzo Bonomo, Cesare Aragno, Salvatore Schiano lo Moriello
A multidisciplinary approach to the design and development of a CAD system for the detection of clustered microcalcifications. CBMS (2011)
Paolo Soda, Mykola Pechenizkiy, Francesco Tortorella, Alexey Tsymbal
Knowledge discovery and computer-based decision support in biomedicine. Artif. Intell. Medicine 50 (1) (2010)
Maria Teresa Ricamato, Francesco Tortorella
AUC-based Combination of Dichotomizers: Is Whole Maximization also Effective for Partial Maximization? ICPR (2010)
Claudio Marrocco, Mario Molinara, Ciro D'Elia, Francesco Tortorella
A computer-aided detection system for clustered microcalcifications. Artif. Intell. Medicine 50 (1) (2010)
Paolo Simeone, Claudio Marrocco, Francesco Tortorella
Exploiting System Knowledge to Improve ECOC Reject Rules. ICPR (2010)
Claudio Marrocco, Paolo Simeone, Francesco Tortorella
A Linear Combination of Classifiers via Rank Margin Maximization. SSPR/SPR (2010)
Maria Teresa Ricamato, Francesco Tortorella
Combination of Dichotomizers for Maximizing the Partial Area under the ROC Curve. SSPR/SPR (2010)
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)
Claudio Marrocco, Mario Molinara, Maria Teresa Ricamato, Francesco Tortorella
Towards a Linear Combination of Dichotomizers by Margin Maximization. ICIAP (2009)
Claudio Marrocco, Maria Teresa Ricamato, Francesco Tortorella
Exploring Margin Maximization for Biometric Score Fusion. SSPR/SPR (2008)
Claudio Marrocco, Robert P. W. Duin, Francesco Tortorella
Maximizing the area under the ROC curve by pairwise feature combination. Pattern Recognit. 41 (6) (2008)
Francesco Tortorella, Rossella Patraccone, Mario Molinara
A Dynamic Programming approach for segmenting digital planar curves into line segments and circular arcs. ICPR (2008)
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)
Ciro D'Elia, Claudio Marrocco, Mario Molinara, Francesco Tortorella
Detection of Clusters of Microcalcifications in Mammograms: A Multi Classifier Approach. CBMS (2008)
Maria Teresa Ricamato, Claudio Marrocco, Francesco Tortorella
MCS-based balancing techniques for skewed classes: An empirical comparison. ICPR (2008)
Claudio Marrocco, Paolo Simeone, Francesco Tortorella
Embedding Reject Option in ECOC Through LDPC Codes. MCS (2007)
Claudio Marrocco, Mario Molinara, Francesco Tortorella
An Empirical Comparison of Ideal and Empirical ROC-Based Reject Rules. MLDM (2007)
Claudio Marrocco, Paolo Simeone, Francesco Tortorella
A Framework for Multiclass Reject in ECOC Classification Systems. SCIA (2007)
Mario Molinara, Maria Teresa Ricamato, Francesco Tortorella
Facing Imbalanced Classes through Aggregation of Classifiers. ICIAP (2007)
Claudio Marrocco, Mario Molinara, Francesco Tortorella
Exploiting AUC for optimal linear combinations of dichotomizers. Pattern Recognit. Lett. 27 (8) (2006)
Francesco Tortorella
Special issue on "ROC Analysis in Pattern Recognition". Pattern Recognit. Lett. 27 (8) (2006)
Claudio Marrocco, Mario Molinara, Francesco Tortorella
AUC-Based Linear Combination of Dichotomizers. SSPR/SPR (2006)
Domenico Capriglione, Claudio Marrocco, Mario Molinara, Francesco Tortorella
SVM Based Regression Schemes for Instruments Fault Accommodation in Automotive Systems. ICIAP (2005)
Claudio Marrocco, Mario Molinara, Francesco Tortorella
Estimating the ROC Curve of Linearly Combined Dichotomizers. ICIAP (2005)
Claudio Marrocco, Mario Molinara, Francesco Tortorella
Algorithms for Detecting Clusters of Microcalcifications in Mammograms. ICIAP (2005)
Francesco Tortorella
A ROC-based reject rule for dichotomizers. Pattern Recognit. Lett. 26 (2) (2005)
Claudio Marrocco, Francesco Tortorella
A Method for Designing Cost-Sensitive ECOC. Multiple Classifier Systems (2004)
Claudio Marrocco, Francesco Tortorella
A Cost-Sensitive Paradigm for Multiclass to Binary Decomposition Schemes. SSPR/SPR (2004)
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)
Francesco Tortorella
Reducing the classification cost of support vector classifiers through an ROC-based reject rule. Pattern Anal. Appl. 7 (2) (2004)
Massimo De Santo, Mario Molinara, Francesco Tortorella, Mario Vento
Automatic classification of clustered microcalcifications by a multiple expert system. Pattern Recognit. 36 (7) (2003)
Francesco Tortorella
A ROC-Based Reject Rule for Support Vector Machines. MLDM (2003)
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)
Luigi P. Cordella, Pasquale Foggia, Carlo Sansone, Francesco Tortorella, Mario Vento
Prototyping Structural Shape Descriptions by Inductive Learning. IWVF (2001)
Pasquale Foggia, Carlo Sansone, Francesco Tortorella, Mario Vento
Automatic Classification of Clustered Microcalcifications by a Multiple Classifier System. Multiple Classifier Systems (2001)
Carlo Sansone, Francesco Tortorella, Mario Vento
A Classification Reliability Driven Reject Rule for Multi-Expert Systems. Int. J. Pattern Recognit. Artif. Intell. 15 (6) (2001)
Francesco Tortorella
An Optimal Reject Rule for Binary Classifiers. SSPR/SPR (2000)
Luigi P. Cordella, Pasquale Foggia, Carlo Sansone, Francesco Tortorella, Mario Vento
A Cascaded Multiple Expert System for Verification. Multiple Classifier Systems (2000)
Luigi P. Cordella, Francesco Tortorella, Mario Vento
Combining Experts with Different Features for Classifying Clustered Microcalcifications in Mammograms. ICPR (2000)
S. de Vito, Mario Vento, Francesco Tortorella
Automatic Classification of Clustered Microcalcifications by a Multiple Expert System. ICIAP (1999)
Pasquale Foggia, Carlo Sansone, Francesco Tortorella, Mario Vento
Multiclassification: reject criteria for the Bayesian combiner. Pattern Recognit. 32 (8) (1999)
Pasquale Foggia, Carlo Sansone, Francesco Tortorella, Mario Vento
Combining statistical and structural approaches for handwritten character description. Image Vis. Comput. 17 (9) (1999)
Pasquale Foggia, Carlo Sansone, Francesco Tortorella, Mario Vento
Definition and Validation of a Distance Measure Between Structural Primitives. Pattern Anal. Appl. 2 (3) (1999)
Luigi P. Cordella, Pasquale Foggia, Carlo Sansone, Francesco Tortorella, Mario Vento
Graph matching: a fast algorithm and its evaluation. ICPR (1998)
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)
Pasquale Foggia, Carlo Sansone, Francesco Tortorella, Mario Vento
Character Recognition by Geometrical Moments on Structural Decompositions. ICDAR (1997)
Luigi P. Cordella, Pasquale Foggia, Carlo Sansone, Francesco Tortorella, Mario Vento
Classification Reliability and Its Use in Multi-classifier Systems. ICIAP (1) (1997)
Claudio De Stefano, Pasquale Foggia, Francesco Tortorella, Mario Vento
A distance measure for structural descriptions using circular arcs as primitives. ICPR (1996)
Claudio De Stefano, Francesco Tortorella, Mario Vento
An entropy based method for extracting robust binary-templates. Mach. Vis. Appl. 8 (3) (1995)
Luigi P. Cordella, Claudio De Stefano, Francesco Tortorella, Mario Vento
A method for improving classification reliability of multilayer perceptrons. IEEE Trans. Neural Networks 6 (5) (1995)
Antonio d'Acierno, Claudio De Stefano, Francesco Tortorella, Mario Vento
Can a sequential thinning algorithm be parallelized? ICPR (3) (1994)

Francesco Tortorella.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Francesco Tortorella