ALFEO, ANTONIO LUCA Statistiche
ALFEO, ANTONIO LUCA
DIPARTIMENTO DI INGEGNERIA DELL'INFORMAZIONE
Counterfactual-Based Feature Importance for Explainable Regression of Manufacturing Production Quality Measure
2024-01-01 Alfeo, A. L.; Cimino, M. G. C. A.
Recognizing Bearings’ Degradation Stage Using Multimodal Autoencoder to Learn Features from Different Time Series
2024-01-01 Alfeo, A. L.; Cimino, M. G. C. A.; Gagliardi, G.
Concept-wise granular computing for explainable artificial intelligence
2023-01-01 Alfeo, A. L.; Cimino, M. G. C. A.; Gagliardi, G.
Fine-Grained Emotion Recognition Using Brain-Heart Interplay Measurements and eXplainable Convolutional Neural Networks
2023-01-01 Gagliardi, Guido; Alfeo, Antonio Luca; Catrambone, Vincenzo; Cimino, Mario G. C. A.; De Vos, Maarten; Valenza, Gaetano
From local counterfactuals to global feature importance: efficient, robust, and model-agnostic explanations for brain connectivity networks
2023-01-01 Alfeo, Antonio Luca; Zippo, Antonio G; Catrambone, Vincenzo; Cimino, Mario G C A; Toschi, Nicola; Valenza, Gaetano
Improving Emotion Recognition Systems by Exploiting the Spatial Information of EEG Sensors
2023-01-01 Gagliardi, Guido; Alfeo, Antonio Luca; Catrambone, Vincenzo; Candia-Rivera, Diego; Cimino, Mario G. C. A.; Valenza, Gaetano
Matching the expert’s knowledge via a counterfactual-based feature importance measure
2023-01-01 Alfeo, ANTONIO LUCA; Cimino, Mario G. C. A.; Gagliardi, Guido
The EXPERIENCE Project: Unveiling Extended-Personal Reality Through Automated VR Environments and Explainable Artificial Intelligence
2023-01-01 Valenza, Gaetano; Alcaniz, M.; Alfeo, A. L.; Bianchi, Matteo; Carli, V.; Catrambone, Vincenzo; Cimino, M. G. C. A.; Dudnik, G.; Duggento, A.; Ferrante, M.; Gentili, C.; Guixeres, J.; Rossi, S.; Toschi, N.; Van Wassenhove, V.
Using contrastive learning to inject domain-knowledge into neural networks for recognizing emotions
2023-01-01 Gagliardi, Guido; Alfeo, ANTONIO LUCA; Catrambone, Vincenzo; Cimino, Mario G. C. A.; DE VOS, MAARTEN FRANS H; Valenza, Gaetano
Automatic feature extraction for bearings’ degradation assessment using minimally pre-processed time series and multi-modal feature learning
2022-01-01 Alfeo, Antonio L.; Cimino, Mario G. C. A.; Gagliardi, Guido
Improving an ensemble of neural networks via a novel multi-class decomposition schema
2022-01-01 Alfeo, Antonio L.; Cimino, Mario G. C. A.; Gagliardi, Guido
Degradation stage classification via interpretable feature learning
2021-01-01 Alfeo, A. L.; Cimino, M. G. C. A.; Vaglini, G.
Recognizing motor imagery tasks from EEG oscillations through a novel ensemble-based neural network architecture
2021-01-01 Alfeo, A. L.; Catrambone, V.; Cimino, M. G. C. A.; Vaglini, G.; Valenza, G.
Technological troubleshooting based on sentence embedding with deep transformers
2021-01-01 Alfeo, A. L.; Cimino, M. G. C. A.; Vaglini, G.
Using an autoencoder in the design of an anomaly detector for smart manufacturing
2020-01-01 Alfeo, Antonio L.; Cimino, Mario G. C. A.; Manco, Giuseppe; Ritacco, Ettore; Vaglini, Gigliola
Assessing Refugees' Integration via Spatio-temporal Similarities of Mobility and Calling Behaviors
2019-01-01 Alfeo, Antonio L.; Cimino, Mario G. C. A.; Lepri, Bruno; ‘Sandy’ Pentland, Alex; Vaglini, Gigliola
Detecting Permanent and Intermittent Purchase Hotspots via Computational Stigmergy
2019-01-01 Alfeo, Antonio L.; Cimino, Mario G. C. A.; Lepri, Bruno; 'Sandy' Pentland, Alex; Vaglini, Gigliola
Enhancing biologically inspired swarm behavior: metaheuristics to foster the optimization of UAVs coordination in target search
2019-01-01 Alfeo, Antonio L.; Cimino, Mario G. C. A.; Vaglini, Gigliola
Urban Swarms: A new approach for autonomous waste management
2019-01-01 Alfeo, ANTONIO LUCA; Castellò Ferrer, Eduardo; Lizarribar Carrillo, Yago; Grignard, Arnaud; Alonso Pastor, Luis; Sleeper, Dylan T.; Cimino, MARIO GIOVANNI COSIMO ANTONIO; Lepri, Bruno; Vaglini, Gigliola; Larson, Kent; Dorigo, Marco; Pentland, Alex ‘Sandy’
Using Call Data and Stigmergic Similarity to Assess the Integration of Syrian Refugees in Turkey
2019-01-01 Alfeo, ANTONIO LUCA; Cimino, Mario G. C. A.; Lepri, Bruno; Vaglini, Gigliola
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Counterfactual-Based Feature Importance for Explainable Regression of Manufacturing Production Quality Measure | 1-gen-2024 | Alfeo, A. L.; Cimino, M. G. C. A. | |
| Recognizing Bearings’ Degradation Stage Using Multimodal Autoencoder to Learn Features from Different Time Series | 1-gen-2024 | Alfeo, A. L.; Cimino, M. G. C. A.; Gagliardi, G. | |
| Concept-wise granular computing for explainable artificial intelligence | 1-gen-2023 | Alfeo, A. L.; Cimino, M. G. C. A.; Gagliardi, G. | |
| Fine-Grained Emotion Recognition Using Brain-Heart Interplay Measurements and eXplainable Convolutional Neural Networks | 1-gen-2023 | Gagliardi, Guido; Alfeo, Antonio Luca; Catrambone, Vincenzo; Cimino, Mario G. C. A.; De Vos, Maarten; Valenza, Gaetano | |
| From local counterfactuals to global feature importance: efficient, robust, and model-agnostic explanations for brain connectivity networks | 1-gen-2023 | Alfeo, Antonio Luca; Zippo, Antonio G; Catrambone, Vincenzo; Cimino, Mario G C A; Toschi, Nicola; Valenza, Gaetano | |
| Improving Emotion Recognition Systems by Exploiting the Spatial Information of EEG Sensors | 1-gen-2023 | Gagliardi, Guido; Alfeo, Antonio Luca; Catrambone, Vincenzo; Candia-Rivera, Diego; Cimino, Mario G. C. A.; Valenza, Gaetano | |
| Matching the expert’s knowledge via a counterfactual-based feature importance measure | 1-gen-2023 | Alfeo, ANTONIO LUCA; Cimino, Mario G. C. A.; Gagliardi, Guido | |
| The EXPERIENCE Project: Unveiling Extended-Personal Reality Through Automated VR Environments and Explainable Artificial Intelligence | 1-gen-2023 | Valenza, Gaetano; Alcaniz, M.; Alfeo, A. L.; Bianchi, Matteo; Carli, V.; Catrambone, Vincenzo; Cimino, M. G. C. A.; Dudnik, G.; Duggento, A.; Ferrante, M.; Gentili, C.; Guixeres, J.; Rossi, S.; Toschi, N.; Van Wassenhove, V. | |
| Using contrastive learning to inject domain-knowledge into neural networks for recognizing emotions | 1-gen-2023 | Gagliardi, Guido; Alfeo, ANTONIO LUCA; Catrambone, Vincenzo; Cimino, Mario G. C. A.; DE VOS, MAARTEN FRANS H; Valenza, Gaetano | |
| Automatic feature extraction for bearings’ degradation assessment using minimally pre-processed time series and multi-modal feature learning | 1-gen-2022 | Alfeo, Antonio L.; Cimino, Mario G. C. A.; Gagliardi, Guido | |
| Improving an ensemble of neural networks via a novel multi-class decomposition schema | 1-gen-2022 | Alfeo, Antonio L.; Cimino, Mario G. C. A.; Gagliardi, Guido | |
| Degradation stage classification via interpretable feature learning | 1-gen-2021 | Alfeo, A. L.; Cimino, M. G. C. A.; Vaglini, G. | |
| Recognizing motor imagery tasks from EEG oscillations through a novel ensemble-based neural network architecture | 1-gen-2021 | Alfeo, A. L.; Catrambone, V.; Cimino, M. G. C. A.; Vaglini, G.; Valenza, G. | |
| Technological troubleshooting based on sentence embedding with deep transformers | 1-gen-2021 | Alfeo, A. L.; Cimino, M. G. C. A.; Vaglini, G. | |
| Using an autoencoder in the design of an anomaly detector for smart manufacturing | 1-gen-2020 | Alfeo, Antonio L.; Cimino, Mario G. C. A.; Manco, Giuseppe; Ritacco, Ettore; Vaglini, Gigliola | |
| Assessing Refugees' Integration via Spatio-temporal Similarities of Mobility and Calling Behaviors | 1-gen-2019 | Alfeo, Antonio L.; Cimino, Mario G. C. A.; Lepri, Bruno; ‘Sandy’ Pentland, Alex; Vaglini, Gigliola | |
| Detecting Permanent and Intermittent Purchase Hotspots via Computational Stigmergy | 1-gen-2019 | Alfeo, Antonio L.; Cimino, Mario G. C. A.; Lepri, Bruno; 'Sandy' Pentland, Alex; Vaglini, Gigliola | |
| Enhancing biologically inspired swarm behavior: metaheuristics to foster the optimization of UAVs coordination in target search | 1-gen-2019 | Alfeo, Antonio L.; Cimino, Mario G. C. A.; Vaglini, Gigliola | |
| Urban Swarms: A new approach for autonomous waste management | 1-gen-2019 | Alfeo, ANTONIO LUCA; Castellò Ferrer, Eduardo; Lizarribar Carrillo, Yago; Grignard, Arnaud; Alonso Pastor, Luis; Sleeper, Dylan T.; Cimino, MARIO GIOVANNI COSIMO ANTONIO; Lepri, Bruno; Vaglini, Gigliola; Larson, Kent; Dorigo, Marco; Pentland, Alex ‘Sandy’ | |
| Using Call Data and Stigmergic Similarity to Assess the Integration of Syrian Refugees in Turkey | 1-gen-2019 | Alfeo, ANTONIO LUCA; Cimino, Mario G. C. A.; Lepri, Bruno; Vaglini, Gigliola |