Andrea Apicella
Orcid: 0000-0002-5391-168XAffiliations:
- Università degli Studi di Napoli Federico II, Napoli, Italy
According to our database1,
Andrea Apicella
authored at least 38 papers
between 2017 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
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
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
IEEE Access, 2023
Impact of Nutritional Factors in Blood Glucose Prediction in Type 1 Diabetes Through Machine Learning.
IEEE Access, 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
Machine Learning Strategies to Improve Generalization in EEG-based Emotion Assessment: \\a Systematic Review.
CoRR, 2022
A Survey on EEG-Based Solutions for Emotion Recognition With a Low Number of Channels.
IEEE Access, 2022
Proceedings of the IEEE International Conference on Metrology for Extended Reality, 2022
Proceedings of the IEEE International Conference on Metrology for Extended Reality, 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
Metrological foundations of emotional valence measurement through an EEG-based system.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 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
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 2020 IEEE International Symposium on Medical Measurements and Applications, 2020
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020
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
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