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Claudio Marrocco
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2020 – today
- 2024
- [j20]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: 79585-79601 (2024) - [j19]Ciro Russo
, Alessandro Bria
, Claudio Marrocco
:
GravityNet for end-to-end small lesion detection. Artif. Intell. Medicine 150: 102842 (2024) - [i3]Marco Cantone, Claudio Marrocco, Alessandro Bria:
On the Cross-Dataset Generalization of Machine Learning for Network Intrusion Detection. CoRR abs/2402.10974 (2024) - 2023
- [j18]Marco Cantone, Claudio Marrocco
, Francesco Tortorella
, Alessandro Bria
:
Learnable DoG convolutional filters for microcalcification detection. Artif. Intell. Medicine 143: 102629 (2023) - [j17]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): 2723-2737 (2023) - [j16]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): 499-513 (2023) - [j15]Marco Cantone
, Claudio Marrocco
, Francesco Tortorella
, Alessandro Bria
:
Convolutional Networks and Transformers for Mammography Classification: An Experimental Study. Sensors 23(3): 1229 (2023) - [c52]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: 71-82 - [c51]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: 232-244 - [i2]Ciro Russo, Alessandro Bria, Claudio Marrocco:
Gravity Network for end-to-end small lesion detection. CoRR abs/2309.12876 (2023) - 2022
- [c50]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: 529-538 - [c49]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: 98-107 - [c48]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: 263-268 - [i1]Marawan Elbatel, Christina Bornberg, Manasi Kattel, Enrique Almar
, Claudio Marrocco
, Alessandro Bria:
Seamless Iterative Semi-Supervised Correction of Imperfect Labels in Microscopy Images. CoRR abs/2208.03327 (2022) - 2021
- [j14]Mario Molinara, Alessandro Bria, Saverio De Vito, Claudio Marrocco
:
Artificial intelligence for distributed smart systems. Pattern Recognit. Lett. 142: 48-50 (2021) - [c47]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: 311-316 - 2020
- [j13]Benedetta Savelli, Alessandro Bria, Mario Molinara, Claudio Marrocco
, Francesco Tortorella:
A multi-context CNN ensemble for small lesion detection. Artif. Intell. Medicine 103: 101749 (2020) - [j12]Alessandro Bria
, Claudio Marrocco
, Francesco Tortorella
:
Addressing class imbalance in deep learning for small lesion detection on medical images. Comput. Biol. Medicine 120: 103735 (2020) - [j11]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): 89 (2020) - [j10]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: 137-143 (2020) - [j9]Alessandro Bria
, Gianni Cerro
, Marco Ferdinandi
, Claudio Marrocco
, Mario Molinara
:
An IoT-ready solution for automated recognition of water contaminants. Pattern Recognit. Lett. 135: 188-195 (2020) - [c46]Alessandro Bria
, Claudio Marrocco
, Francesco Tortorella
:
Sinc-Based Convolutional Neural Networks for EEG-BCI-Based Motor Imagery Classification. ICPR Workshops (1) 2020: 526-535 - [c45]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: 9904-9911 - [c44]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: 410-415
2010 – 2019
- 2019
- [c43]Benedetta Savelli, Claudio Marrocco
, Alessandro Bria, Mario Molinara, Francesco Tortorella:
Combining Convolutional Neural Networks for Multi-context Microcalcification Detection in Mammograms. CAIP Workshops 2019: 36-44 - [c42]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: 305-316 - [c41]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: 187-197 - [c40]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: 186-191 - 2018
- [j8]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): 1857-1864 (2018) - [c39]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: 107180W - [c38]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: 1071808 - [c37]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: 1071811 - 2017
- [c36]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: 207-212 - [c35]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: 219-224 - [c34]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: 427-442 - [c33]Benedetta Savelli, Agnese Marchesi, Alessandro Bria, Claudio Marrocco
, Mario Molinara
, Francesco Tortorella:
Retinal Vessel Segmentation Through Denoising and Mathematical Morphology. ICIAP (2) 2017: 267-276 - [c32]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: 288-298 - 2016
- [j7]Alessandro Bria, Claudio Marrocco
, Mario Molinara
, Francesco Tortorella
:
An effective learning strategy for cascaded object detection. Inf. Sci. 340-341: 17-26 (2016) - [j6]Claudio Marrocco
, Francesco Tortorella:
Exploiting coding theory for classification: An LDPC-based strategy for multiclass-to-binary decomposition. Inf. Sci. 357: 88-107 (2016) - [c31]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: 27-34 - [c30]Alessandro Bria, Claudio Marrocco
, Nico Karssemeijer, Mario Molinara
, Francesco Tortorella:
Deep Cascade Classifiers to Detect Clusters of Microcalcifications. Digital Mammography / IWDM 2016: 415-422 - 2014
- [c29]Claudio Marrocco
, Francesco Tortorella
:
Bit Error Recovery in ECOC Systems through LDPC Codes. ICPR 2014: 1454-1459 - [c28]Claudio Marrocco
, Francesco Tortorella
:
Designing LDPC Codes for ECOC Classification Systems. S+SSPR 2014: 454-463 - 2013
- [c27]Alessandro Bria, Claudio Marrocco
, Mario Molinara
, Francesco Tortorella
:
Cascaded Rank-Based Classifiers for Detecting Clusters of Microcalcifications. AIME 2013: 166-170 - [c26]Mario Molinara
, Claudio Marrocco
, Francesco Tortorella
:
Automatic segmentation of the pectoral muscle in mediolateral oblique mammograms. CBMS 2013: 506-509 - [c25]Mario Molinara
, Claudio Marrocco
, Francesco Tortorella
:
A Boosting-Based Approach to Refine the Segmentation of Masses in Mammography. ICIAP (2) 2013: 572-580 - [c24]Claudio Marrocco
, Paolo Simeone
, Francesco Tortorella
:
Coding Theory Tools for Improving Recognition Performance in ECOC Systems. MCS 2013: 201-211 - 2012
- [j5]Paolo Simeone
, Claudio Marrocco
, Francesco Tortorella
:
Design of reject rules for ECOC classification systems. Pattern Recognit. 45(2): 863-875 (2012) - [c23]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: 1-5 - [c22]Alessandro Bria, Claudio Marrocco, Mario Molinara, Francesco Tortorella:
A ranking-based cascade approach for unbalanced data. ICPR 2012: 3439-3442 - [c21]Alessandro Bria
, Claudio Marrocco
, Mario Molinara
, Francesco Tortorella
:
Detecting Clusters of Microcalcifications with a Cascade-Based Approach. Digital Mammography / IWDM 2012: 111-118 - 2011
- [j4]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): 610-620 (2011) - [c20]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: 1-6 - [c19]Paolo Simeone
, Claudio Marrocco
, Francesco Tortorella
:
Shaping the Error-Reject Curve of Error Correcting Output Coding Systems. ICIAP (1) 2011: 118-127 - [c18]Claudio Marrocco
, Mario Molinara
, Francesco Tortorella
:
Exploring Cascade Classifiers for Detecting Clusters of Microcalcifications. ICIAP (1) 2011: 384-392 - [c17]Paolo Simeone
, Claudio Marrocco
, Francesco Tortorella
:
Two Stage Reject Rule for ECOC Classification Systems. MCS 2011: 217-226 - 2010
- [j3]Claudio Marrocco
, Mario Molinara
, Ciro D'Elia, Francesco Tortorella
:
A computer-aided detection system for clustered microcalcifications. Artif. Intell. Medicine 50(1): 23-32 (2010) - [c16]Paolo Simeone
, Claudio Marrocco
, Francesco Tortorella
:
Exploiting System Knowledge to Improve ECOC Reject Rules. ICPR 2010: 4340-4343 - [c15]Claudio Marrocco
, Paolo Simeone
, Francesco Tortorella
:
A Linear Combination of Classifiers via Rank Margin Maximization. SSPR/SPR 2010: 650-659
2000 – 2009
- 2009
- [c14]Claudio Marrocco
, Mario Molinara
, Maria Teresa Ricamato, Francesco Tortorella
:
Towards a Linear Combination of Dichotomizers by Margin Maximization. ICIAP 2009: 1043-1052 - 2008
- [j2]Claudio Marrocco
, Robert P. W. Duin, Francesco Tortorella
:
Maximizing the area under the ROC curve by pairwise feature combination. Pattern Recognit. 41(6): 1961-1974 (2008) - [c13]Ciro D'Elia, Claudio Marrocco
, Mario Molinara
, Francesco Tortorella
:
Detection of Clusters of Microcalcifications in Mammograms: A Multi Classifier Approach. CBMS 2008: 572-577 - [c12]Maria Teresa Ricamato, Claudio Marrocco, Francesco Tortorella:
MCS-based balancing techniques for skewed classes: An empirical comparison. ICPR 2008: 1-4 - [c11]Claudio Marrocco
, Maria Teresa Ricamato, Francesco Tortorella
:
Exploring Margin Maximization for Biometric Score Fusion. SSPR/SPR 2008: 674-683 - 2007
- [c10]Claudio Marrocco, Paolo Simeone, Francesco Tortorella:
Embedding Reject Option in ECOC Through LDPC Codes. MCS 2007: 333-343 - [c9]Claudio Marrocco, Mario Molinara, Francesco Tortorella:
An Empirical Comparison of Ideal and Empirical ROC-Based Reject Rules. MLDM 2007: 47-60 - [c8]Claudio Marrocco, Paolo Simeone, Francesco Tortorella:
A Framework for Multiclass Reject in ECOC Classification Systems. SCIA 2007: 313-323 - 2006
- [j1]Claudio Marrocco
, Mario Molinara
, Francesco Tortorella
:
Exploiting AUC for optimal linear combinations of dichotomizers. Pattern Recognit. Lett. 27(8): 900-907 (2006) - [c7]Claudio Marrocco, Mario Molinara, Francesco Tortorella:
AUC-Based Linear Combination of Dichotomizers. SSPR/SPR 2006: 714-722 - 2005
- [c6]Claudio Marrocco
, Mario Molinara
, Francesco Tortorella
:
Estimating the ROC Curve of Linearly Combined Dichotomizers. ICIAP 2005: 778-785 - [c5]Claudio Marrocco
, Mario Molinara
, Francesco Tortorella
:
Algorithms for Detecting Clusters of Microcalcifications in Mammograms. ICIAP 2005: 884-891 - [c4]Domenico Capriglione
, Claudio Marrocco
, Mario Molinara
, Francesco Tortorella
:
SVM Based Regression Schemes for Instruments Fault Accommodation in Automotive Systems. ICIAP 2005: 1117-1124 - 2004
- [c3]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 - [c2]Claudio Marrocco, Francesco Tortorella:
A Method for Designing Cost-Sensitive ECOC. Multiple Classifier Systems 2004: 204-213 - [c1]Claudio Marrocco, Francesco Tortorella:
A Cost-Sensitive Paradigm for Multiclass to Binary Decomposition Schemes. SSPR/SPR 2004: 753-761
Coauthor Index
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last updated on 2024-07-05 20:16 CEST by the dblp team
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