Picture for Andrea Apicella

Andrea Apicella

Towards a general framework for improving the performance of classifiers using XAI methods

Add code
Mar 15, 2024
Viaarxiv icon

Don't Push the Button! Exploring Data Leakage Risks in Machine Learning and Transfer Learning

Add code
Jan 24, 2024
Viaarxiv icon

Hidden Classification Layers: a study on Data Hidden Representations with a Higher Degree of Linear Separability between the Classes

Add code
Jun 09, 2023
Viaarxiv icon

Strategies to exploit XAI to improve classification systems

Add code
Jun 09, 2023
Viaarxiv icon

Machine Learning Strategies to Improve Generalization in EEG-based Emotion Assessment: \\a Systematic Review

Add code
Dec 16, 2022
Viaarxiv icon

Toward the application of XAI methods in EEG-based systems

Add code
Oct 12, 2022
Figure 1 for Toward the application of XAI methods in EEG-based systems
Figure 2 for Toward the application of XAI methods in EEG-based systems
Figure 3 for Toward the application of XAI methods in EEG-based systems
Figure 4 for Toward the application of XAI methods in EEG-based systems
Viaarxiv icon

On The Effects Of Data Normalisation For Domain Adaptation On EEG Data

Add code
Oct 03, 2022
Figure 1 for On The Effects Of Data Normalisation For Domain Adaptation On EEG Data
Figure 2 for On The Effects Of Data Normalisation For Domain Adaptation On EEG Data
Figure 3 for On The Effects Of Data Normalisation For Domain Adaptation On EEG Data
Figure 4 for On The Effects Of Data Normalisation For Domain Adaptation On EEG Data
Viaarxiv icon

A general approach for Explanations in terms of Middle Level Features

Add code
Jul 01, 2021
Figure 1 for A general approach for Explanations in terms of Middle Level Features
Figure 2 for A general approach for Explanations in terms of Middle Level Features
Figure 3 for A general approach for Explanations in terms of Middle Level Features
Figure 4 for A general approach for Explanations in terms of Middle Level Features
Viaarxiv icon

Dynamic Filters in Graph Convolutional Neural Networks

Add code
May 26, 2021
Figure 1 for Dynamic Filters in Graph Convolutional Neural Networks
Figure 2 for Dynamic Filters in Graph Convolutional Neural Networks
Figure 3 for Dynamic Filters in Graph Convolutional Neural Networks
Figure 4 for Dynamic Filters in Graph Convolutional Neural Networks
Viaarxiv icon

A general approach to compute the relevance of middle-level input features

Add code
Oct 16, 2020
Figure 1 for A general approach to compute the relevance of middle-level input features
Figure 2 for A general approach to compute the relevance of middle-level input features
Figure 3 for A general approach to compute the relevance of middle-level input features
Figure 4 for A general approach to compute the relevance of middle-level input features
Viaarxiv icon