Claudio Marrocco

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 41

Top Topics

Transfer Learning

Lesion Detection

Top Venues

Pattern Recognit. Lett.

Artif. Intell. Medicine

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)
Marco Cantone, Claudio Marrocco, Alessandro Bria
On the Cross-Dataset Generalization of Machine Learning for Network Intrusion Detection. CoRR (2024)
Ciro Russo, Alessandro Bria, Claudio Marrocco
GravityNet for end-to-end small lesion detection. Artif. Intell. Medicine 150 (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)
Ciro Russo, Alessandro Bria, Claudio Marrocco
Gravity Network for end-to-end small lesion detection. CoRR (2023)
Luca Gerevini, Gianni Cerro, Alessandro Bria, Claudio Marrocco, Luigi Ferrigno, Michele Vitelli, Andrea Ria, Mario Molinara
An end-to-end real-time pollutants spilling recognition in wastewater based on the IoT-ready SENSIPLUS platform. J. King Saud Univ. Comput. Inf. Sci. 35 (1) (2023)
Marco Cantone, Claudio Marrocco, Francesco Tortorella, Alessandro Bria
Learnable DoG convolutional filters for microcalcification detection. Artif. Intell. Medicine 143 (2023)
Cesare Davide Pace, Alessandro Bria, Mariano Focareta, Gabriele Lozupone, Claudio Marrocco, Giuseppe Meoli, Mario Molinara
End-to-End Asbestos Roof Detection on Orthophotos Using Transformer-Based YOLO Deep Neural Network. ICIAP (1) (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)
Marawan Elbatel, Christina Bornberg, Manasi Kattel, Enrique Almar, Claudio Marrocco, Alessandro Bria
Seamless Iterative Semi-Supervised Correction of Imperfect Labels in Microscopy Images. CoRR (2022)
Marawan Elbatel, Christina Bornberg, Manasi Kattel, Enrique Almar, Claudio Marrocco, Alessandro Bria
Seamless Iterative Semi-supervised Correction of Imperfect Labels in Microscopy Images. DART@MICCAI (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)
Alessandro Bria, Luigi Ferrigno, Claudio Marrocco, Mario Molinara, Michele Vitelli, Andrea Ria, Mattia Cicalini, Giuseppe Manfredini, Paolo Bruschi
An Open Source C Code Generator and a Tiny Machine Learning Toolchain for the SENSIPLUS Platform. SMARTCOMP (2022)
Alessandro Bria, Luigi Ferrigno, Luca Gerevini, Claudio Marrocco, Mario Molinara, Paolo Bruschi, Mattia Cicalini, Giuseppe Manfredini, Andrea Ria, Gianni Cerro, Roberto Simmarano, Giovanni Teolis, Michele Vitelli
A False Positive Reduction System For Continuous Water Quality Monitoring. SMARTCOMP (2021)
Mario Molinara, Alessandro Bria, Saverio De Vito, Claudio Marrocco
Artificial intelligence for distributed smart systems. Pattern Recognit. Lett. 142 (2021)
Alessandro Bria, Gianni Cerro, Marco Ferdinandi, Claudio Marrocco, Mario Molinara
An IoT-ready solution for automated recognition of water contaminants. Pattern Recognit. Lett. 135 (2020)
Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Claudio Marrocco, Mario Molinara, Alessandra Scotto di Freca
An end-to-end deep learning system for medieval writer identification. Pattern Recognit. Lett. 129 (2020)
Nicole Dalia Cilia, Claudio De Stefano, Claudio Marrocco, Francesco Fontanella, Mario Molinara, Alessandra Scotto di Freca
Deep Transfer Learning for Alzheimer's disease detection. ICPR (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)
Carmine Bourelly, Alessandro Bria, Luigi Ferrigno, Luca Gerevini, Claudio Marrocco, Mario Molinara, Gianni Cerro, Mattia Cicalini, Andrea Ria
A Preliminary Solution for Anomaly Detection in Water Quality Monitoring. SMARTCOMP (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)
Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Claudio Marrocco, Mario Molinara, Alessandra Scotto di Freca
An Experimental Comparison between Deep Learning and Classical Machine Learning Approaches for Writer Identification in Medieval Documents. J. Imaging 6 (9) (2020)
Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Claudio Marrocco, Mario Molinara, Alessandra Scotto di Freca
A Two-Step System Based on Deep Transfer Learning for Writer Identification in Medieval Books. CAIP (2) (2019)
Benedetta Savelli, Claudio Marrocco, Alessandro Bria, Mario Molinara, Francesco Tortorella
Combining Convolutional Neural Networks for Multi-context Microcalcification Detection in Mammograms. CAIP Workshops (2019)
Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Claudio Marrocco, Mario Molinara, Alessandra Scotto di Freca
A Page-Based Reject Option for Writer Identification in Medieval Books. ICIAP Workshops (2019)
Marco Ferdinandi, Mario Molinara, Gianni Cerro, Luigi Ferrigno, Claudio Marrocco, Alessandro Bria, Pino Di Meo, Carmine Bourelly, Roberto Simmarano
A Novel Smart System for Contaminants Detection and Recognition in Water. SMARTCOMP (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)
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)
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)
Paolo Simeone, Claudio Marrocco, Francesco Tortorella
Design of reject rules for ECOC classification systems. Pattern Recognit. 45 (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)
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)
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)
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)
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)
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)
Claudio Marrocco, Mario Molinara, Francesco Tortorella
Exploiting AUC for optimal linear combinations of dichotomizers. 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)
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)