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Roberto Prevete

SincVAE: a New Approach to Improve Anomaly Detection on EEG Data Using SincNet and Variational Autoencoder

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Jun 25, 2024
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Towards a general framework for improving the performance of classifiers using XAI methods

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Mar 15, 2024
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Don't Push the Button! Exploring Data Leakage Risks in Machine Learning and Transfer Learning

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Jan 24, 2024
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Strategies to exploit XAI to improve classification systems

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Jun 09, 2023
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Hidden Classification Layers: a study on Data Hidden Representations with a Higher Degree of Linear Separability between the Classes

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Jun 09, 2023
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Machine Learning Strategies to Improve Generalization in EEG-based Emotion Assessment: \\a Systematic Review

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Dec 16, 2022
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Toward the application of XAI methods in EEG-based systems

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Oct 12, 2022
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Unsupervised detection of structural damage using Variational Autoencoder and a One-Class Support Vector Machine

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Oct 11, 2022
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On The Effects Of Data Normalisation For Domain Adaptation On EEG Data

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Oct 03, 2022
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A general approach for Explanations in terms of Middle Level Features

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Jul 01, 2021
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