Claudio Marrocco
Orcid: 0000-0003-0840-7350
According to our database1,
Claudio Marrocco
authored at least 74 papers
between 2004 and 2024.
Collaborative distances:
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Bibliography
2024
On the Cross-Dataset Generalization of Machine Learning for Network Intrusion Detection.
CoRR, 2024
Illegal Microdumps Detection in Multi-Mission Satellite Images With Deep Neural Network and Transfer Learning Approach.
IEEE Access, 2024
2023
Artif. Intell. Medicine, September, 2023
J. Ambient Intell. Humaniz. Comput., March, 2023
Convolutional Networks and Transformers for Mammography Classification: An Experimental Study.
Sensors, February, 2023
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., January, 2023
End-to-End Asbestos Roof Detection on Orthophotos Using Transformer-Based YOLO Deep Neural Network.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023
Breast Mass Detection and Classification Using Transfer Learning on OPTIMAM Dataset Through RadImageNet Weights.
Proceedings of the Image Analysis and Processing - ICIAP 2023 Workshops, 2023
2022
An Open Source C Code Generator and a Tiny Machine Learning Toolchain for the SENSIPLUS Platform.
Proceedings of the 2022 IEEE International Conference on Smart Computing, 2022
Seamless Iterative Semi-supervised Correction of Imperfect Labels in Microscopy Images.
Proceedings of the Domain Adaptation and Representation Transfer - 4th MICCAI Workshop, 2022
Transfer Learning in Breast Mass Detection on the OMI-DB Dataset: A Preliminary Study.
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022
2021
Proceedings of the IEEE International Conference on Smart Computing, 2021
2020
Pattern Recognit. Lett., 2020
Pattern Recognit. Lett., 2020
An Experimental Comparison between Deep Learning and Classical Machine Learning Approaches for Writer Identification in Medieval Documents.
J. Imaging, 2020
Addressing class imbalance in deep learning for small lesion detection on medical images.
Comput. Biol. Medicine, 2020
Artif. Intell. Medicine, 2020
Proceedings of the IEEE International Conference on Smart Computing, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Sinc-Based Convolutional Neural Networks for EEG-BCI-Based Motor Imagery Classification.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020
2019
Proceedings of the IEEE International Conference on Smart Computing, 2019
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2019, 2019
Combining Convolutional Neural Networks for Multi-context Microcalcification Detection in Mammograms.
Proceedings of the Computer Analysis of Images and Patterns, 2019
A Two-Step System Based on Deep Transfer Learning for Writer Identification in Medieval Books.
Proceedings of the Computer Analysis of Images and Patterns, 2019
2018
Improving the Automated Detection of Calcifications Using Adaptive Variance Stabilization.
IEEE Trans. Medical Imaging, 2018
A deep learning framework for micro-calcification detection in 2D mammography and C-view.
Proceedings of the 14th International Workshop on Breast Imaging, 2018
Mammogram denoising to improve the calcification detection performance of convolutional nets.
Proceedings of the 14th International Workshop on Breast Imaging, 2018
Improving the automated detection of calcifications by combining deep cascades and deep convolutional nets.
Proceedings of the 14th International Workshop on Breast Imaging, 2018
2017
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017
Spatial Enhancement by Dehazing for Detection of Microcalcifications with Convolutional Nets.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017
Online Anomaly Detection on Rain Gauge Networks for Robust Alerting Services to Citizens at Risk from Flooding.
Proceedings of the Computational Science and Its Applications - ICCSA 2017, 2017
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017
The Effect of Mammogram Preprocessing on Microcalcification Detection with Convolutional Neural Networks.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017
2016
Exploiting coding theory for classification: An LDPC-based strategy for multiclass-to-binary decomposition.
Inf. Sci., 2016
Proceedings of the Breast Imaging, 2016
Proceedings of the Breast Imaging, 2016
2014
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
2013
Proceedings of the Multiple Classifier Systems, 11th International Workshop, 2013
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013
Proceedings of the Artificial Intelligence in Medicine, 2013
2012
Proceedings of the Breast Imaging, 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Detection of cluster of microcalcifications based on watershed segmentation algorithm.
Proceedings of CBMS 2012, 2012
2011
IEEE Trans. Syst. Man Cybern. Part B, 2011
Proceedings of the Multiple Classifier Systems - 10th International Workshop, 2011
Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011
Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011
A multidisciplinary approach to the design and development of a CAD system for the detection of clustered microcalcifications.
Proceedings of the 24th IEEE International Symposium on Computer-Based Medical Systems, 2011
2010
Artif. Intell. Medicine, 2010
Proceedings of the Structural, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
2009
Proceedings of the Image Analysis and Processing, 2009
2008
Pattern Recognit., 2008
Proceedings of the Structural, 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Detection of Clusters of Microcalcifications in Mammograms: A Multi Classifier Approach.
Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008
2007
Proceedings of the Image Analysis, 15th Scandinavian Conference, 2007
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2007
Proceedings of the Multiple Classifier Systems, 7th International Workshop, 2007
2006
Pattern Recognit. Lett., 2006
2005
Proceedings of the Image Analysis and Processing, 2005
Proceedings of the Image Analysis and Processing, 2005
SVM Based Regression Schemes for Instruments Fault Accommodation in Automotive Systems.
Proceedings of the Image Analysis and Processing, 2005
2004
Proceedings of the Structural, 2004
Proceedings of the Multiple Classifier Systems, 5th International Workshop, 2004
Detection of Microcalcifications Clusters in Mammograms through TS-MRF Segmentation and SVM-based Classification.
Proceedings of the 17th International Conference on Pattern Recognition, 2004