Guido Gagliardi

According to our database, Guido Gagliardi authored at least 6 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

Recognizing Bearings' Degradation Stage Using Multimodal Autoencoder to Learn Features from Different Time Series.

Antonio Luca Alfeo, Mario G. C. A. Cimino, Guido Gagliardi

SN Comput. Sci., April, 2024

2023

Improving Emotion Recognition Systems by Exploiting the Spatial Information of EEG Sensors.

Guido Gagliardi, Antonio Luca Alfeo, Vincenzo Catrambone, Diego Candia-Rivera, Mario G. C. A. Cimino, Gaetano Valenza

IEEE Access, 2023

Using Contrastive Learning to Inject Domain-Knowledge Into Neural Networks for Recognizing Emotions.

Guido Gagliardi, Antonio Luca Alfeo, Vincenzo Catrambone, Mario G. C. A. Cimino, Maarten De Vos, Gaetano Valenza

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

Fine-Grained Emotion Recognition Using Brain-Heart Interplay Measurements and eXplainable Convolutional Neural Networks.

Guido Gagliardi, Antonio Luca Alfeo, Vincenzo Catrambone, Mario G. C. A. Cimino, Maarten De Vos, Gaetano Valenza

Proceedings of the 11th International IEEE/EMBS Conference on Neural Engineering, 2023

2022

Automatic Feature Extraction for Bearings' Degradation Assessment using Minimally Pre-processed Time series and Multi-modal Feature Learning.

Antonio L. Alfeo, Mario G. C. A. Cimino, Guido Gagliardi

Proceedings of the 3rd International Conference on Innovative Intelligent Industrial Production and Logistics, 2022

Improving an Ensemble of Neural Networks via a Novel Multi-class Decomposition Schema.

Antonio L. Alfeo, Mario G. C. A. Cimino, Guido Gagliardi

Proceedings of the 14th International Joint Conference on Computational Intelligence, 2022