Francesco Isgrò
Università degli Studi di Napoli Federico II
H-index: 24
Europe-Italy
Top articles of Francesco Isgrò
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Don't Push the Button! Exploring Data Leakage Risks in Machine Learning and Transfer Learning | arXiv preprint arXiv:2401.13796 | Andrea Apicella Francesco Isgrò Roberto Prevete | 2024/1/24 |
Hidden classification layers: Enhancing linear separability between classes in neural networks layers | Pattern Recognition Letters | Andrea Apicella Francesco Isgrò Roberto Prevete | 2024/1/1 |
Towards a general framework for improving the performance of classifiers using XAI methods | arXiv preprint arXiv:2403.10373 | Andrea Apicella Salvatore Giugliano Francesco Isgrò Roberto Prevete | 2024/3/15 |
Building a Comprehensive Dataset for Training Object Detection Algorithms applied on Plastic Transport Monitoring in Riverine Environments | Khim Cathleen Saddi Domenico Miglino Francesco Isgrò Paolo Tasseron Matteo Poggi | 2024/3/7 | |
The use of optical camera for river turbidity monitoring | EGU General Assembly Conference Abstracts | Domenico Miglino Seifeddine Jomaa Michael Rode Francesco Isgro Khim Cathleen Saddi | 2023/5 |
Dynamic Local Filters in Graph Convolutional Neural Networks | Andrea Apicella Francesco Isgrò Andrea Pollastro Roberto Prevete | 2023/9/5 | |
A pathomic approach for tumor-infiltrating lymphocytes classification on breast cancer digital pathology images | Heliyon | Mario Verdicchio Valentina Brancato Carlo Cavaliere Francesco Isgrò Marco Salvatore | 2023/3/1 |
On the effects of data normalization for domain adaptation on EEG data | Engineering Applications of Artificial Intelligence | Andrea Apicella Francesco Isgrò Andrea Pollastro Roberto Prevete | 2023/8/1 |
SHAP-based explanations to improve classification systems | Andrea Apicella Salvatore Giugliano Francesco Isgrò Roberto Prevete | 2023 | |
Strategies to exploit XAI to improve classification systems | Andrea Apicella Luca Di Lorenzo Francesco Isgrò Andrea Pollastro Roberto Prevete | 2023/7/26 | |
Adaptive filters in graph convolutional neural networks | Pattern Recognition | Andrea Apicella Francesco Isgrò Andrea Pollastro Roberto Prevete | 2023/12/1 |
Utilizing Unmanned Aerial Systems in River Water Quality Variability Monitoring | Khim Cathleen Saddi Domenico Miglino Seifeddine Jomaa Michael Rode Francesco Isgro | 2023 | |
Uncertainty analysis in cryptographic key recovery for machine learning-based power measurements attacks | IEEE Transactions on Instrumentation and Measurement | Pasquale Arpaia Francesco Caputo Antonella Cioffi Antonio Esposito Francesco Isgrò | 2023/6/12 |
Toward the Improvement of Probabilistic Classifiers Using Ontologies | Andrea Apicella Anna Corazza Francesco Isgrò Roberto Prevete | 2023/10/25 | |
Monitoring water turbidity with camera: a real scale experiment | Domenico Miglino Khim Cathleen Saddi Francesco Isgrò Seifeddine Jomaa Michael Rode | 2023 | |
Hidden Classification Layers: a study on Data Hidden Representations with a Higher Degree of Linear Separability between the Classes | arXiv preprint arXiv:2306.06146 | Andrea Apicella Francesco Isgrò Roberto Prevete | 2023/6/9 |
Special Issue on Deep Learning for Electroencephalography (EEG) Data Analysis | Roberto Prevete Francesco Isgrò Francesco Donnarumma | 2023/10/19 | |
JEM-EUSO Collaboration contributions to the 37th International Cosmic Ray Conference | arXiv preprint arXiv:2201.12246 | G Abdellaoui S Abe JH Adams Jr D Allard G Alonso | 2022/1/28 |
Exploiting auto-encoders and segmentation methods for middle-level explanations of image classification systems | Knowledge-Based Systems | Andrea Apicella Salvatore Giugliano Francesco Isgrò Roberto Prevete | 2022/11/14 |
An XAI-based masking approach to improve classification systems | Andrea Apicella Salvatore Giugliano Francesco Isgrò Andrea Pollastro Roberto Prevete | 2022 |
Co-Authors
