Francesco Tortorella

113 papers A 2B 20Misc 7Journal 36Unranked 48

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Multi-task learning U-Net model for end-to-end HEp-2 cell image analysis. Artif. Intell. Medicine Gennaro Percannella, Umberto Petruzzello, Francesco Tortorella, Mario Vento
2025	J	`jnl`	A multi-task neural network for atypical mitosis recognition under domain shift. CoRR Gennaro Percannella, Mattia Sarno, Francesco Tortorella, Mario Vento
2025	—	`conf`	Artificial intelligence in digital medicine across biomedical signal processing and medical imaging. Ital-IA Simone Bove, Rosanna Ferrara, Martino Giaquinto, Gennaro Percannella, Alessia Saggese, Mattia Sarno, Francesco Tortorella, Mario Vento
2025	J	`jnl`	Innovative Diagnostic Approaches for Predicting Knee Cartilage Degeneration in Osteoarthritis Patients: A Radiomics-Based Study. Inf. Syst. Frontiers Francesca Angelone, Federica Kiyomi Ciliberti, Giovanni Paolo Tobia, Halldór Jónsson Jr., Alfonso Maria Ponsiglione, Magnús Kjartan Gíslason, Francesco Tortorella, Francesco Amato, Paolo Gargiulo
2025	J	`jnl`	Mitosis detection in domain shift scenarios: a Mamba-based approach. CoRR Gennaro Percannella, Mattia Sarno, Francesco Tortorella, Mario Vento
2024	J	`jnl`	Beyond pixel: Superpixel-based MRI segmentation through traditional machine learning and graph convolutional network. Comput. Methods Programs Biomed. Zakia Khatun, Halldór Jónsson Jr., Mariella Tsirilaki, Nicola Maffulli, Francesco Oliva, Pauline Daval, Francesco Tortorella, Paolo Gargiulo
2024	J	`jnl`	Illegal Microdumps Detection in Multi-Mission Satellite Images With Deep Neural Network and Transfer Learning Approach. IEEE Access Claudio Marrocco, Alessandro Bria, Francesco Tortorella, Sara Parrilli, Luca Cicala, Mariano Focareta, Giuseppe Meoli, Mario Molinara
2024	J	`jnl`	Transfer learning in breast mass detection and classification. J. Ambient Intell. Humaniz. Comput. Marya Ryspayeva, Alessandro Bria, Claudio Marrocco, Francesco Tortorella, Mario Molinara
2024	—	`conf`	Transformer Models for Enhanced Calcifications Detection in Mammography. ICPR (13) Marco Cantone, Claudio Marrocco, Francesco Tortorella, Alessandro Bria
2024	J	`jnl`	Wearable approaches for non-invasive monitoring of tendons: A scoping review. Internet Things Halldór Kárason, Pierluigi Ritrovato, Nicola Maffulli, Aldo R. Boccaccini, Francesco Tortorella
2023	—	`conf`	Breast Mass Detection and Classification Using Transfer Learning on OPTIMAM Dataset Through RadImageNet Weights. ICIAP Workshops (2) Ruth Kehali Kassahun, Mario Molinara, Alessandro Bria, Claudio Marrocco, Francesco Tortorella
2023	—	`conf`	Combined Data Augmentation for HEp-2 Cells Image Classification. ICIAP Workshops (2) Gennaro Percannella, Umberto Petruzzello, Francesco Tortorella, Mario Vento
2023	J	`jnl`	Convolutional Networks and Transformers for Mammography Classification: An Experimental Study. Sensors Marco Cantone, Claudio Marrocco, Francesco Tortorella, Alessandro Bria
2023	—	`conf`	Generative Data Augmentation of Human Biomechanics. ICIAP Workshops (1) Halldór Kárason, Pierluigi Ritrovato, Nicola Maffulli, Francesco Tortorella
2023	J	`jnl`	Learnable DoG convolutional filters for microcalcification detection. Artif. Intell. Medicine Marco Cantone, Claudio Marrocco, Francesco Tortorella, Alessandro Bria
2023	J	`jnl`	Transformer-based mass detection in digital mammograms. J. Ambient Intell. Humaniz. Comput. Amparo S. Betancourt Tarifa, Claudio Marrocco, Mario Molinara, Francesco Tortorella, Alessandro Bria
2022	B	`conf`	Joint Intensity Classification and Specimen Segmentation on HEp-2 Images: a Deep Learning Approach. ICPR Gennaro Percannella, Umberto Petruzzello, Pierluigi Ritrovato, Leonardo Rundo, Francesco Tortorella, Mario Vento
2022	—	`conf`	The Role of Muscle and Tendon in Predicting Cartilage Degeneration and Tendinopathy. MetroXRAINE Zakia Khatun, Mariella Tsirilaki, Alessia Lindemann, Francesco Tortorella, Nicola Maffulli, Halldór Jónsson Jr., Paolo Gargiulo
2022	—	`conf`	Transfer Learning in Breast Mass Detection on the OMI-DB Dataset: A Preliminary Study. ICPR Workshops (1) Marya Ryspayeva, Mario Molinara, Alessandro Bria, Claudio Marrocco, Francesco Tortorella
2020	J	`jnl`	A multi-context CNN ensemble for small lesion detection. Artif. Intell. Medicine Benedetta Savelli, Alessandro Bria, Mario Molinara, Claudio Marrocco, Francesco Tortorella
2020	J	`jnl`	Addressing class imbalance in deep learning for small lesion detection on medical images. Comput. Biol. Medicine Alessandro Bria, Claudio Marrocco, Francesco Tortorella
2020	—	`conf`	Sinc-Based Convolutional Neural Networks for EEG-BCI-Based Motor Imagery Classification. ICPR Workshops (1) Alessandro Bria, Claudio Marrocco, Francesco Tortorella
2020	J	`jnl`	Trends in IoT based solutions for health care: Moving AI to the edge. Pattern Recognit. Lett. Luca Greco, Gennaro Percannella, Pierluigi Ritrovato, Francesco Tortorella, Mario Vento
2019	—	`conf`	Combining Convolutional Neural Networks for Multi-context Microcalcification Detection in Mammograms. CAIP Workshops Benedetta Savelli, Claudio Marrocco, Alessandro Bria, Mario Molinara, Francesco Tortorella
2018	B	`conf`	A Novel Integrated Smart System for Indoor Air Monitoring and Gas Recognition. SMARTCOMP 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
2018	—	`conf`	A deep learning framework for micro-calcification detection in 2D mammography and C-view. IWBI Giovanni Trovini, Christian Napoli, Robert Marti, Amaya Martin, Alessandro Bria, Claudio Marrocco, Mario Molinara, Francesco Tortorella, Oliver Díaz
2018	J	`jnl`	Improving the Automated Detection of Calcifications Using Adaptive Variance Stabilization. IEEE Trans. Medical Imaging Alessandro Bria, Claudio Marrocco, Lucas R. Borges, Mario Molinara, Agnese Marchesi, Jan-Jurre Mordang, Nico Karssemeijer, Francesco Tortorella
2018	—	`conf`	Improving the automated detection of calcifications by combining deep cascades and deep convolutional nets. IWBI Alessandro Bria, Claudio Marrocco, Mario Molinara, Benedetta Savelli, Jan-Jurre Mordang, Nico Karssemeijer, Francesco Tortorella
2018	—	`conf`	Mammogram denoising to improve the calcification detection performance of convolutional nets. IWBI Claudio Marrocco, Alessandro Bria, Valerio Di Sano, Lucas R. Borges, Benedetta Savelli, Mario Molinara, Jan-Jurre Mordang, Nico Karssemeijer, Francesco Tortorella
2017	B	`conf`	Illumination Correction by Dehazing for Retinal Vessel Segmentation. CBMS Benedetta Savelli, Alessandro Bria, Adrian Galdran, Claudio Marrocco, Mario Molinara, Aurélio J. C. Campilho, Francesco Tortorella
2017	—	`conf`	Online Anomaly Detection on Rain Gauge Networks for Robust Alerting Services to Citizens at Risk from Flooding. ICCSA (3) Grazia Fattoruso, Annalisa Agresta, Saverio De Vito, Antonio Buonanno, Mario Molinara, Claudio Marrocco, Francesco Tortorella, Girolamo Di Francia
2017	—	`conf`	Retinal Vessel Segmentation Through Denoising and Mathematical Morphology. ICIAP (2) Benedetta Savelli, Agnese Marchesi, Alessandro Bria, Claudio Marrocco, Mario Molinara, Francesco Tortorella
2017	—	`conf`	Spatial Enhancement by Dehazing for Detection of Microcalcifications with Convolutional Nets. ICIAP (2) Alessandro Bria, Claudio Marrocco, Adrian Galdran, Aurélio Campilho, Agnese Marchesi, Jan-Jurre Mordang, Nico Karssemeijer, Mario Molinara, Francesco Tortorella
2017	B	`conf`	The Effect of Mammogram Preprocessing on Microcalcification Detection with Convolutional Neural Networks. CBMS Agnese Marchesi, Alessandro Bria, Claudio Marrocco, Mario Molinara, Jan-Jurre Mordang, Francesco Tortorella, Nico Karssemeijer
2016	J	`jnl`	An effective learning strategy for cascaded object detection. Inf. Sci. Alessandro Bria, Claudio Marrocco, Mario Molinara, Francesco Tortorella
2016	—	`conf`	Deep Cascade Classifiers to Detect Clusters of Microcalcifications. Digital Mammography / IWDM Alessandro Bria, Claudio Marrocco, Nico Karssemeijer, Mario Molinara, Francesco Tortorella
2016	J	`jnl`	Exploiting coding theory for classification: An LDPC-based strategy for multiclass-to-binary decomposition. Inf. Sci. Claudio Marrocco, Francesco Tortorella
2016	—	`conf`	LUT-QNE: Look-Up-Table Quantum Noise Equalization in Digital Mammograms. Digital Mammography / IWDM Alessandro Bria, Claudio Marrocco, Jan-Jurre Mordang, Nico Karssemeijer, Mario Molinara, Francesco Tortorella
2014	B	`conf`	Bit Error Recovery in ECOC Systems through LDPC Codes. ICPR Claudio Marrocco, Francesco Tortorella
2014	—	`conf`	Designing LDPC Codes for ECOC Classification Systems. S+SSPR Claudio Marrocco, Francesco Tortorella
2014	J	`jnl`	Learning from unbalanced data: A cascade-based approach for detecting clustered microcalcifications. Medical Image Anal. Alessandro Bria, Nico Karssemeijer, Francesco Tortorella
2013	—	`conf`	A Boosting-Based Approach to Refine the Segmentation of Masses in Mammography. ICIAP (2) Mario Molinara, Claudio Marrocco, Francesco Tortorella
2013	—	`conf`	A novel approach for detecting alerts in urban pollution monitoring with low cost sensors. M&N Carlo Sansone, Sabato Manfredi, Edmondo Di Tucci, Saverio De Vito, Grazia Fattoruso, Francesco Tortorella
2013	B	`conf`	Automatic segmentation of the pectoral muscle in mediolateral oblique mammograms. CBMS Mario Molinara, Claudio Marrocco, Francesco Tortorella
2013	B	`conf`	Cascaded Rank-Based Classifiers for Detecting Clusters of Microcalcifications. AIME Alessandro Bria, Claudio Marrocco, Mario Molinara, Francesco Tortorella
2013	—	`conf`	Coding Theory Tools for Improving Recognition Performance in ECOC Systems. MCS Claudio Marrocco, Paolo Simeone, Francesco Tortorella
2012	B	`conf`	A ranking-based cascade approach for unbalanced data. ICPR Alessandro Bria, Claudio Marrocco, Mario Molinara, Francesco Tortorella
2012	J	`jnl`	Design of reject rules for ECOC classification systems. Pattern Recognit. Paolo Simeone, Claudio Marrocco, Francesco Tortorella
2012	—	`conf`	Detecting Clusters of Microcalcifications with a Cascade-Based Approach. Digital Mammography / IWDM Alessandro Bria, Claudio Marrocco, Mario Molinara, Francesco Tortorella
2012	B	`conf`	Detection of cluster of microcalcifications based on watershed segmentation algorithm. CBMS Claudio Marrocco, Mario Molinara, Francesco Tortorella, Pierluigi Rinaldi, Lorenzo Bonomo, Alfredo Ferrarotti, Cesare Aragno, Salvatore Schiano lo Moriello
2012	B	`ed.`	Proceedings of CBMS 2012, The 25th IEEE International Symposium on Computer-Based Medical Systems, June 20-22, 2012, Rome, Italy CBMS Paolo Soda, Francesco Tortorella, Sameer K. Antani, Mykola Pechenizkiy, Mario Cannataro, Alexey Tsymbal
2012	J	`jnl`	Trends in computer-based medical systems. SIGHIT Rec. Paolo Soda, Sameer K. Antani, Francesco Tortorella, Mario Cannataro, Mykola Pechenizkiy, Alexey Tsymbal
2011	—	`conf`	A machine learning based algorithm for routing bandwidth-guaranteed paths in MPLS TE: Improvements and performance assessment. M&N Pasquale D'Andreti, Francesco Tortorella
2011	B	`conf`	A multidisciplinary approach to the design and development of a CAD system for the detection of clustered microcalcifications. CBMS Claudio Marrocco, Mario Molinara, Francesco Tortorella, Alfredo Ferrarotti, Pierluigi Rinaldi, Lorenzo Bonomo, Cesare Aragno, Salvatore Schiano lo Moriello
2011	—	`conf`	Exploring Cascade Classifiers for Detecting Clusters of Microcalcifications. ICIAP (1) Claudio Marrocco, Mario Molinara, Francesco Tortorella
2011	J	`jnl`	On Linear Combinations of Dichotomizers for Maximizing the Area Under the ROC Curve. IEEE Trans. Syst. Man Cybern. Part B Claudio Marrocco, Mario Molinara, Francesco Tortorella
2011	J	`jnl`	Partial AUC maximization in a linear combination of dichotomizers. Pattern Recognit. Maria Teresa Ricamato, Francesco Tortorella
2011	—	`conf`	Selection Strategies for pAUC-Based Combination of Dichotomizers. MCS Maria Teresa Ricamato, Mario Molinara, Francesco Tortorella
2011	—	`conf`	Shaping the Error-Reject Curve of Error Correcting Output Coding Systems. ICIAP (1) Paolo Simeone, Claudio Marrocco, Francesco Tortorella
2011	—	`conf`	Two Stage Reject Rule for ECOC Classification Systems. MCS Paolo Simeone, Claudio Marrocco, Francesco Tortorella
2010	—	`conf`	A Linear Combination of Classifiers via Rank Margin Maximization. SSPR/SPR Claudio Marrocco, Paolo Simeone, Francesco Tortorella
2010	J	`jnl`	A computer-aided detection system for clustered microcalcifications. Artif. Intell. Medicine Claudio Marrocco, Mario Molinara, Ciro D'Elia, Francesco Tortorella
2010	B	`conf`	AUC-based Combination of Dichotomizers: Is Whole Maximization also Effective for Partial Maximization? ICPR Maria Teresa Ricamato, Francesco Tortorella
2010	B	`conf`	Artificial immune systems for Artificial Olfaction data analysis: Comparison between AIRS and ANN models. IJCNN Saverio De Vito, Eugenio Martinelli, Raffaele Di Fuccio, Francesco Tortorella, Girolamo Di Francia, Arnaldo D'Amico, Corrado Di Natale
2010	—	`conf`	Combination of Dichotomizers for Maximizing the Partial Area under the ROC Curve. SSPR/SPR Maria Teresa Ricamato, Francesco Tortorella
2010	B	`conf`	Exploiting System Knowledge to Improve ECOC Reject Rules. ICPR Paolo Simeone, Claudio Marrocco, Francesco Tortorella
2010	J	`jnl`	Knowledge discovery and computer-based decision support in biomedicine. Artif. Intell. Medicine Paolo Soda, Mykola Pechenizkiy, Francesco Tortorella, Alexey Tsymbal
2009	Misc	`conf`	Towards a Linear Combination of Dichotomizers by Margin Maximization. ICIAP Claudio Marrocco, Mario Molinara, Maria Teresa Ricamato, Francesco Tortorella
2008	B	`conf`	A Dynamic Programming approach for segmenting digital planar curves into line segments and circular arcs. ICPR Francesco Tortorella, Rossella Patraccone, Mario Molinara
2008	—	`conf`	A Fast Approach to Improve Classification Performance of ECOC Classification Systems. SSPR/SPR Paolo Simeone, David M. J. Tax, Robert P. W. Duin, Francesco Tortorella
2008	B	`conf`	Detection of Clusters of Microcalcifications in Mammograms: A Multi Classifier Approach. CBMS Ciro D'Elia, Claudio Marrocco, Mario Molinara, Francesco Tortorella
2008	—	`conf`	Exploring Margin Maximization for Biometric Score Fusion. SSPR/SPR Claudio Marrocco, Maria Teresa Ricamato, Francesco Tortorella
2008	B	`conf`	MCS-based balancing techniques for skewed classes: An empirical comparison. ICPR Maria Teresa Ricamato, Claudio Marrocco, Francesco Tortorella
2008	J	`jnl`	Maximizing the area under the ROC curve by pairwise feature combination. Pattern Recognit. Claudio Marrocco, Robert P. W. Duin, Francesco Tortorella
2007	—	`conf`	A Framework for Multiclass Reject in ECOC Classification Systems. SCIA Claudio Marrocco, Paolo Simeone, Francesco Tortorella
2007	—	`conf`	An Empirical Comparison of Ideal and Empirical ROC-Based Reject Rules. MLDM Claudio Marrocco, Mario Molinara, Francesco Tortorella
2007	—	`conf`	Embedding Reject Option in ECOC Through LDPC Codes. MCS Claudio Marrocco, Paolo Simeone, Francesco Tortorella
2007	Misc	`conf`	Facing Imbalanced Classes through Aggregation of Classifiers. ICIAP Mario Molinara, Maria Teresa Ricamato, Francesco Tortorella
2006	—	`conf`	AUC-Based Linear Combination of Dichotomizers. SSPR/SPR Claudio Marrocco, Mario Molinara, Francesco Tortorella
2006	J	`jnl`	Exploiting AUC for optimal linear combinations of dichotomizers. Pattern Recognit. Lett. Claudio Marrocco, Mario Molinara, Francesco Tortorella
2006	J	`jnl`	Special issue on "ROC Analysis in Pattern Recognition". Pattern Recognit. Lett. Francesco Tortorella
2005	J	`jnl`	A ROC-based reject rule for dichotomizers. Pattern Recognit. Lett. Francesco Tortorella
2005	Misc	`conf`	Algorithms for Detecting Clusters of Microcalcifications in Mammograms. ICIAP Claudio Marrocco, Mario Molinara, Francesco Tortorella
2005	Misc	`conf`	Estimating the ROC Curve of Linearly Combined Dichotomizers. ICIAP Claudio Marrocco, Mario Molinara, Francesco Tortorella
2005	Misc	`conf`	SVM Based Regression Schemes for Instruments Fault Accommodation in Automotive Systems. ICIAP Domenico Capriglione, Claudio Marrocco, Mario Molinara, Francesco Tortorella
2004	—	`conf`	A Cost-Sensitive Paradigm for Multiclass to Binary Decomposition Schemes. SSPR/SPR Claudio Marrocco, Francesco Tortorella
2004	—	`conf`	A Method for Designing Cost-Sensitive ECOC. Multiple Classifier Systems Claudio Marrocco, Francesco Tortorella
2004	—	`conf`	Detection of Microcalcifications Clusters in Mammograms through TS-MRF Segmentation and SVM-based Classification. ICPR (3) Ciro D'Elia, Claudio Marrocco, Mario Molinara, Giovanni Poggi, Giuseppe Scarpa, Francesco Tortorella
2004	J	`jnl`	Reducing the classification cost of support vector classifiers through an ROC-based reject rule. Pattern Anal. Appl. Francesco Tortorella
2003	—	`conf`	A ROC-Based Reject Rule for Support Vector Machines. MLDM Francesco Tortorella
2003	Misc	`conf`	An empirical comparison of in-learning and post-learning optimization schemes for tuning the support vector machines in cost-sensitive applications. ICIAP Francesco Tortorella
2003	J	`jnl`	Automatic classification of clustered microcalcifications by a multiple expert system. Pattern Recognit. Massimo De Santo, Mario Molinara, Francesco Tortorella, Mario Vento
2001	J	`jnl`	A Classification Reliability Driven Reject Rule for Multi-Expert Systems. Int. J. Pattern Recognit. Artif. Intell. Carlo Sansone, Francesco Tortorella, Mario Vento
2001	—	`conf`	Automatic Classification of Clustered Microcalcifications by a Multiple Classifier System. Multiple Classifier Systems Pasquale Foggia, Carlo Sansone, Francesco Tortorella, Mario Vento
2001	—	`conf`	Prototyping Structural Shape Descriptions by Inductive Learning. IWVF Luigi P. Cordella, Pasquale Foggia, Carlo Sansone, Francesco Tortorella, Mario Vento
2000	—	`conf`	A Cascaded Multiple Expert System for Verification. Multiple Classifier Systems Luigi P. Cordella, Pasquale Foggia, Carlo Sansone, Francesco Tortorella, Mario Vento
2000	—	`conf`	An Optimal Reject Rule for Binary Classifiers. SSPR/SPR Francesco Tortorella
2000	B	`conf`	Combining Experts with Different Features for Classifying Clustered Microcalcifications in Mammograms. ICPR Luigi P. Cordella, Francesco Tortorella, Mario Vento
1999	Misc	`conf`	Automatic Classification of Clustered Microcalcifications by a Multiple Expert System. ICIAP S. de Vito, Mario Vento, Francesco Tortorella
1999	J	`jnl`	Combining statistical and structural approaches for handwritten character description. Image Vis. Comput. Pasquale Foggia, Carlo Sansone, Francesco Tortorella, Mario Vento
1999	J	`jnl`	Definition and Validation of a Distance Measure Between Structural Primitives. Pattern Anal. Appl. Pasquale Foggia, Carlo Sansone, Francesco Tortorella, Mario Vento
1999	J	`jnl`	Multiclassification: reject criteria for the Bayesian combiner. Pattern Recognit. Pasquale Foggia, Carlo Sansone, Francesco Tortorella, Mario Vento
1998	B	`conf`	Graph matching: a fast algorithm and its evaluation. ICPR Luigi P. Cordella, Pasquale Foggia, Carlo Sansone, Francesco Tortorella, Mario Vento
1998	—	`conf`	Optimizing the Error/Reject Trade-Off for a Multi-Expert System Using the Bayesian Combining Rule. SSPR/SPR Luigi P. Cordella, Pasquale Foggia, Carlo Sansone, Francesco Tortorella, Mario Vento
1997	A	`conf`	Character Recognition by Geometrical Moments on Structural Decompositions. ICDAR Pasquale Foggia, Carlo Sansone, Francesco Tortorella, Mario Vento
1997	—	`conf`	Classification Reliability and Its Use in Multi-classifier Systems. ICIAP (1) Luigi P. Cordella, Pasquale Foggia, Carlo Sansone, Francesco Tortorella, Mario Vento
1996	B	`conf`	A distance measure for structural descriptions using circular arcs as primitives. ICPR Claudio De Stefano, Pasquale Foggia, Francesco Tortorella, Mario Vento
1995	J	`jnl`	A method for improving classification reliability of multilayer perceptrons. IEEE Trans. Neural Networks Luigi P. Cordella, Claudio De Stefano, Francesco Tortorella, Mario Vento
1995	J	`jnl`	An entropy based method for extracting robust binary-templates. Mach. Vis. Appl. Claudio De Stefano, Francesco Tortorella, Mario Vento
1994	—	`conf`	Can a sequential thinning algorithm be parallelized? ICPR (3) Antonio d'Acierno, Claudio De Stefano, Francesco Tortorella, Mario Vento
1993	A	`conf`	Using entropy for drawing reliable templates. ICDAR Claudio De Stefano, Francesco Tortorella, Mario Vento
1992	—	`conf`	A method for the recognition of symbols on geographic maps. ICPR (1) Claudio De Stefano, Francesco Tortorella, Mario Vento
1992	—	`conf`	Improving character recognition rate by a multi-net neural classifier. ICPR (2) Luigi P. Cordella, Claudio De Stefano, Francesco Tortorella, Mario Vento