Francesco Isgrò
Orcid: 0000-0001-9342-5291
According to our database1,
Francesco Isgrò
authored at least 62 papers
between 1994 and 2024.
Collaborative distances:
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Bibliography
2024
Hidden classification layers: Enhancing linear separability between classes in neural networks layers.
Pattern Recognit. Lett., January, 2024
Towards a general framework for improving the performance of classifiers using XAI methods.
CoRR, 2024
Don't Push the Button! Exploring Data Leakage Risks in Machine Learning and Transfer Learning.
CoRR, 2024
2023
Pattern Recognit., December, 2023
Uncertainty Analysis in Cryptographic Key Recovery for Machine Learning-Based Power Measurements Attacks.
IEEE Trans. Instrum. Meas., 2023
Eng. Appl. Artif. Intell., 2023
Hidden Classification Layers: a study on Data Hidden Representations with a Higher Degree of Linear Separability between the Classes.
CoRR, 2023
Proceedings of the Explainable Artificial Intelligence, 2023
Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023
Proceedings of the 2nd Workshop on Bias, 2023
Proceedings of the 4th Italian Workshop on Explainable Artificial Intelligence co-located with 22nd International Conference of the Italian Association for Artificial Intelligence(AIxIA 2023), 2023
2022
Exploiting auto-encoders and segmentation methods for middle-level explanations of image classification systems.
Knowl. Based Syst., 2022
A Survey on EEG-Based Solutions for Emotion Recognition With a Low Number of Channels.
IEEE Access, 2022
Proceedings of the 3rd Italian Workshop on Explainable Artificial Intelligence co-located with 21th International Conference of the Italian Association for Artificial Intelligence(AIxIA 2022), Udine, Italy, November 28, 2022
XAI Approach for Addressing the Dataset Shift Problem: BCI as a Case Study (short paper).
Proceedings of 1st Workshop on Bias, 2022
2021
2020
Middle-Level Features for the Explanation of Classification Systems by Sparse Dictionary Methods.
Int. J. Neural Syst., 2020
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020
2019
IEEE Trans. Geosci. Remote. Sens., 2019
Neurocomputing, 2019
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019
Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019
Proceedings of the 1st International Workshop on Processing Information Ethically co-located with 31st International Conference on Advanced Information Systems Engineering, 2019
2018
Integration of Context Information through Probabilistic Ontological Knowledge into Image Classification.
Inf., 2018
Proceedings of the 26th Italian Symposium on Advanced Database Systems, 2018
2017
Integrating a Priori Probabilistic Knowledge into Classification for Image Description.
Proceedings of the 26th IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises, 2017
Improving Face Recognition in Low Quality Video Sequences: Single Frame vs Multi-frame Super-Resolution.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017
2016
Comput. Biol. Medicine, 2016
A Multi-spectral Stereo Method to Retrieve Cloud top Height applied to Geostationary Satellite images.
Proceedings of the 17th International Conference on Computer Systems and Technologies, 2016
Proceedings of Third Italian Conference on Computational Linguistics (CLiC-it 2016) & Fifth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2016), 2016
A machine learning approach for predictive maintenance for mobile phones service providers.
Proceedings of the Advances on P2P, 2016
2015
Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015
2014
Proceedings of the Innovation in Medicine and Healthcare 2014, 2014
2013
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013
A system for the automatic measurement of the nuchal translucency thickness from ultrasound video stream of the foetus.
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013
2009
Proceedings of the Fuzzy Logic and Applications, 8th International Workshop, 2009
A Semi-automated Method for the Measurement of the Fetal Nuchal Translucency in Ultrasound Images.
Proceedings of the Image Analysis and Processing, 2009
2008
Parallel Comput., 2008
2007
Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007
2006
2005
Proceedings of the Image Analysis and Processing, 2005
Proceedings of the Seventh International Workshop on Computer Architectures for Machine Perception (CAMP 2005), 2005
Proceedings of the Seventh International Workshop on Computer Architectures for Machine Perception (CAMP 2005), 2005
2004
Silhouette encoding and synthesis using elliptic Fourier descriptors, and applications to videoconferencing.
J. Vis. Lang. Comput., 2004
IEEE Trans. Circuits Syst. Video Technol., 2004
Pattern Recognit. Lett., 2004
2003
Proceedings of the 12th International Conference on Image Analysis and Processing (ICIAP 2003), 2003
2002
Fast and robust planar registration by early consensus with applications to document stitching.
Proceedings of the 6th IEEE Workshop on Applications of Computer Vision (WACV 2002), 2002
A fast and reliable planar registration method with applications to document stitching.
Proceedings of the British Machine Vision Conference 2002, 2002
2001
Scratch detection and removal from static images using simple statistics and genetic algorithms.
Proceedings of the 2001 International Conference on Image Processing, 2001
Proceedings of the 11th International Conference on Image Analysis and Processing (ICIAP 2001), 2001
Proceedings of the 11th International Conference on Image Analysis and Processing (ICIAP 2001), 2001
2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000
1999
Robust estimation of motion, structure and focal length from two views of a translating scene.
Pattern Recognit. Lett., 1999
Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999
1994
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994