Claudio Marrocco

89 papers B 17Misc 4Journal 28Unranked 40
YearRankTypeTitle / Venue / Authors
2026 J jnl
Deep learning for DBT classification with saliency-guided 2D synthesis.
Pattern Recognit.
Marco Cantone, Ciro Russo, Federico V. L. Dell'Ascenza, Claudio Marrocco, Alessandro Bria
2026 J jnl
Handling Missing Modalities in Multimodal Survival Prediction for Non-Small Cell Lung Cancer.
CoRR
Filippo Ruffini, Camillo Maria Caruso, Claudia Tacconi, Lorenzo Nibid, Francesca Miccolis, Marta Lovino, Carlo Greco, Edy Ippolito, Michele Fiore, Alessio Cortellini, Bruno Beomonte Zobel, Giuseppe Perrone, Bruno Vincenzi, Claudio Marrocco, Alessandro Bria, Elisa Ficarra, Sara Ramella, Valerio Guarrasi, Paolo Soda
2026 J jnl
Window self-attention and 3D volumetric refinement for large vessel occlusion detection in brain angiography.
Pattern Recognit. Lett.
Ciro Russo, Giulio Russo, Arnau Oliver, Xavier Lladó, Mikel Terceño, Yolanda Silva, Alessandro Bria, Claudio Marrocco
2025 B conf
A Two-Stage Deep Learning Approach for Large Vessel Occlusion Detection and Volume Assessment.
CBMS
Ciro Russo, Giulio Russo, Arnau Oliver, Xavier Lladó, Mikel Terceño, Yolanda Silva, Alessandro Bria, Claudio Marrocco
2025 — conf
AI for environmental, energy, and IoT applications: UniCas industrial research highlights.
Ital-IA
Mario Molinara, Alessandro Bria, Domenico Capriglione, Tiziana D'Alessandro, Claudio De Stefano, Luigi Ferrigno, Francesco Fontanella, Fabrizio Marignetti, Claudio Marrocco, Alessio Miele, Filippo Milano, Hamza Mustafa, Vincenzo Rega, Alessandra Scotto di Freca, Luca Cicala, Sara Parrilli, Mariano Focareta, Giuseppe Meoli, Michele Vitelli, Carmine Bourelly, Andrea Amodei
2025 — conf
State-of-Health Estimation for Lithium-Ion Batteries Using Lightweight Features from the Constant Current Charging Phase.
MIWAI (3)
Giada Pietrocola, Francesco Porpora, Mario Molinara, Luca Gerevini, Michele Vitelli, Claudio Marrocco, Alessandro Bria
2025 — conf
UniCas research initiatives in medicine and healthcare.
Ital-IA
Gabriele Lozupone, Marco Cantone, Emanuele Nardone, Cesare Davide Pace, Ciro Russo, Alessandro Bria, Tiziana D'Alessandro, Claudio De Stefano, Francesco Fontanella, Claudio Marrocco, Mario Molinara, Alessandra Scotto di Freca
2024 — conf
A Pixel-Based Anchor Approach for Nuclei Detection in Cervical Cytology Imaging.
ICPR (Workshops and Challenges, 2)
Ciro Russo, Yusuf B. Tanriverdi, Alessandro Bria, Claudio Marrocco
2024 J jnl
GravityNet for end-to-end small lesion detection.
Artif. Intell. Medicine
Ciro Russo, Alessandro Bria, Claudio Marrocco
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
Machine Learning in Network Intrusion Detection: A Cross-Dataset Generalization Study.
IEEE Access
Marco Cantone, Claudio Marrocco, Alessandro Bria
2024 J jnl
On the Cross-Dataset Generalization of Machine Learning for Network Intrusion Detection.
CoRR
Marco Cantone, Claudio Marrocco, Alessandro Bria
2024 — conf
Pathologic Complete Response Prediction with Machine Learning Using Hierarchical Attention Feature Extraction.
ICPR (Workshops and Challenges, 2)
Domenico Paolo, Ciro Russo, Giulio Russo, Carlo Greco, Alessio Cortellini, Marco Russano, Sara Ramella, Paolo Soda, Claudio Marrocco, Alessandro Bria, Rosa Sicilia
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 — conf
UniCas for Industry.
Ital-IA
Alessio Miele, Hamza Mustafa, Michele Vitelli, Alessandro Bria, Claudio De Stefano, Francesco Fontanella, Claudio Marrocco, Mario Molinara, Alessandra Scotto di Freca
2024 — conf
UniCas for Medicine and Healthcare.
Ital-IA
Marco Cantone, Svonko Galasso, Gabriele Lozupone, Emanuele Nardone, Cesare Davide Pace, Ciro Russo, Alessandro Bria, Tiziana D'Alessandro, Claudio De Stefano, Francesco Fontanella, Claudio Marrocco, Mario Molinara, Alessandra Scotto di Freca
2023 J jnl
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.
Luca Gerevini, Gianni Cerro, Alessandro Bria, Claudio Marrocco, Luigi Ferrigno, Michele Vitelli, Andrea Ria, Mario Molinara
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 J jnl
Convolutional Networks and Transformers for Mammography Classification: An Experimental Study.
Sensors
Marco Cantone, Claudio Marrocco, Francesco Tortorella, Alessandro Bria
2023 — conf
End-to-End Asbestos Roof Detection on Orthophotos Using Transformer-Based YOLO Deep Neural Network.
ICIAP (1)
Cesare Davide Pace, Alessandro Bria, Mariano Focareta, Gabriele Lozupone, Claudio Marrocco, Giuseppe Meoli, Mario Molinara
2023 J jnl
Gravity Network for end-to-end small lesion detection.
CoRR
Ciro Russo, Alessandro Bria, Claudio Marrocco
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
An Open Source C Code Generator and a Tiny Machine Learning Toolchain for the SENSIPLUS Platform.
SMARTCOMP
Alessandro Bria, Luigi Ferrigno, Claudio Marrocco, Mario Molinara, Michele Vitelli, Andrea Ria, Mattia Cicalini, Giuseppe Manfredini, Paolo Bruschi
2022 J jnl
Seamless Iterative Semi-Supervised Correction of Imperfect Labels in Microscopy Images.
CoRR
Marawan Elbatel, Christina Bornberg, Manasi Kattel, Enrique Almar, Claudio Marrocco, Alessandro Bria
2022 — conf
Seamless Iterative Semi-supervised Correction of Imperfect Labels in Microscopy Images.
DART@MICCAI
Marawan Elbatel, Christina Bornberg, Manasi Kattel, Enrique Almar, Claudio Marrocco, Alessandro Bria
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
2021 B conf
A False Positive Reduction System For Continuous Water Quality Monitoring.
SMARTCOMP
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
2021 J jnl
Artificial intelligence for distributed smart systems.
Pattern Recognit. Lett.
Mario Molinara, Alessandro Bria, Saverio De Vito, Claudio Marrocco
2020 B conf
A Preliminary Solution for Anomaly Detection in Water Quality Monitoring.
SMARTCOMP
Carmine Bourelly, Alessandro Bria, Luigi Ferrigno, Luca Gerevini, Claudio Marrocco, Mario Molinara, Gianni Cerro, Mattia Cicalini, Andrea Ria
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 J jnl
An Experimental Comparison between Deep Learning and Classical Machine Learning Approaches for Writer Identification in Medieval Documents.
J. Imaging
Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Claudio Marrocco, Mario Molinara, Alessandra Scotto di Freca
2020 J jnl
An IoT-ready solution for automated recognition of water contaminants.
Pattern Recognit. Lett.
Alessandro Bria, Gianni Cerro, Marco Ferdinandi, Claudio Marrocco, Mario Molinara
2020 J jnl
An end-to-end deep learning system for medieval writer identification.
Pattern Recognit. Lett.
Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Claudio Marrocco, Mario Molinara, Alessandra Scotto di Freca
2020 B conf
Deep Transfer Learning for Alzheimer's disease detection.
ICPR
Nicole Dalia Cilia, Claudio De Stefano, Claudio Marrocco, Francesco Fontanella, Mario Molinara, Alessandra Scotto di Freca
2020 — conf
Sinc-Based Convolutional Neural Networks for EEG-BCI-Based Motor Imagery Classification.
ICPR Workshops (1)
Alessandro Bria, Claudio Marrocco, Francesco Tortorella
2019 B conf
A Novel Smart System for Contaminants Detection and Recognition in Water.
SMARTCOMP
Marco Ferdinandi, Mario Molinara, Gianni Cerro, Luigi Ferrigno, Claudio Marrocco, Alessandro Bria, Pino Di Meo, Carmine Bourelly, Roberto Simmarano
2019 — conf
A Page-Based Reject Option for Writer Identification in Medieval Books.
ICIAP Workshops
Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Claudio Marrocco, Mario Molinara, Alessandra Scotto di Freca
2019 — conf
A Two-Step System Based on Deep Transfer Learning for Writer Identification in Medieval Books.
CAIP (2)
Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Claudio Marrocco, Mario Molinara, Alessandra Scotto di Freca
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 — 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
2013 — conf
A Boosting-Based Approach to Refine the Segmentation of Masses in Mammography.
ICIAP (2)
Mario Molinara, Claudio Marrocco, 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
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 — 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
Exploiting System Knowledge to Improve ECOC Reject Rules.
ICPR
Paolo Simeone, Claudio Marrocco, Francesco Tortorella
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
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
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
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