Salvatore Giugliano

Orcid: 0000-0002-1791-6416

According to our database1, Salvatore Giugliano authored at least 12 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

2020
2021
2022
2023
2024
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1
2
3
4
5
2
1
1
2
3
2
1

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Enhancing EEG-Based MI-BCIs with Class-Specific and Subject-Specific Features Detected by Neural Manifold Analysis.
Sensors, September, 2024

Towards a general framework for improving the performance of classifiers using XAI methods.
CoRR, 2024

Exploring the Latent Space of Person-Specific Convolutional Autoencoders for Eye-Blink Artefact Mitigation in EEG Signals.
Proceedings of the 8th IEEE Forum on Research and Technologies for Society and Industry Innovation, 2024

Improving the Performance of Already Trained Classifiers Through an Automatic Explanation-Based Learning Approach.
Proceedings of the Discovery Science - 27th International Conference, 2024

2023
Employment of Domain Adaptation Techniques in SSVEP-Based Brain-Computer Interfaces.
IEEE Access, 2023

Assessing the Features on Blood Glucose Level Prediction in Type 1 Diabetes Patients Through Explainable Artificial Intelligence.
Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023

An XAI-Based Masking Approach to Improve Classification Systems.
Proceedings of the 2nd Workshop on Bias, 2023

SHAP-based Explanations to Improve Classification Systems.
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

Adoption of Machine Learning Techniques to Enhance Classification Performance in Reactive Brain-Computer Interfaces.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2022

A ML-based Approach to Enhance Metrological Performance of Wearable Brain-Computer Interfaces.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2022

2020
A General Approach to Compute the Relevance of Middle-Level Input Features.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020


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