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Guido Gagliardi
ORCID
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 5
Top Topics
Neural Network
Spatial Information
Emotion Recognition
Multiclass Problems
Top Venues
IN4PL
NER
SSCI
IJCCI
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Publications
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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)
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)
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 (2023)
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)
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)