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2020 – today
- 2024
[j2]Antonio Luca Alfeo, Mario G. C. A. Cimino, Guido Gagliardi
:
Recognizing Bearings' Degradation Stage Using Multimodal Autoencoder to Learn Features from Different Time Series. SN Comput. Sci. 5(4): 371 (2024)- 2023
- [j1]Guido Gagliardi, Antonio Luca Alfeo, Vincenzo Catrambone, Diego Candia-Rivera, Mario G. C. A. Cimino, Gaetano Valenza:
Improving Emotion Recognition Systems by Exploiting the Spatial Information of EEG Sensors. IEEE Access 11: 39544-39554 (2023) - [c4]Guido Gagliardi, Antonio Luca Alfeo, Vincenzo Catrambone, Mario G. C. A. Cimino, Maarten De Vos, Gaetano Valenza:
Fine-Grained Emotion Recognition Using Brain-Heart Interplay Measurements and eXplainable Convolutional Neural Networks. NER 2023: 1-6 - [c3]Guido Gagliardi, Antonio Luca Alfeo, Vincenzo Catrambone, Mario G. C. A. Cimino, Maarten De Vos, Gaetano Valenza:
Using Contrastive Learning to Inject Domain-Knowledge Into Neural Networks for Recognizing Emotions. SSCI 2023: 1587-1592 - 2022
- [c2]Antonio L. Alfeo, Mario G. C. A. Cimino, Guido Gagliardi:
Improving an Ensemble of Neural Networks via a Novel Multi-class Decomposition Schema. IJCCI 2022: 389-395 - [c1]Antonio L. Alfeo, Mario G. C. A. Cimino, Guido Gagliardi:
Automatic Feature Extraction for Bearings' Degradation Assessment using Minimally Pre-processed Time series and Multi-modal Feature Learning. IN4PL 2022: 94-103
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