ALFEO, ANTONIO LUCA
ALFEO, ANTONIO LUCA
A stigmergy-based analysis of city hotspots to discover trends and anomalies in urban transportation usage
2018-01-01 Alfeo, Antonio L.; Cimino, Mario G. C. A.; Egidi, Sara; Lepri, Bruno; Vaglini, Gigliola
An adaptive stigmergy-based system for evaluating technological indicator dynamics in the context of smart specialization
2016-01-01 Alfeo, A. L.; Appio, FRANCESCO PAOLO; Cimino, MARIO GIOVANNI COSIMO ANTONIO; Lazzeri, Alessandro; Martini, Antonella; Vaglini, Gigliola
An emergent strategy for characterizing urban hotspot dynamics via GPS data
2017-01-01 Alfeo, Antonio L.; Cimino, MARIO GIOVANNI COSIMO ANTONIO; Egidi, Sara; Lepri, Bruno; 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
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
Concept-wise granular computing for explainable artificial intelligence
2023-01-01 Alfeo, A. L.; Cimino, M. G. C. A.; Gagliardi, G.
Counterfactual-Based Feature Importance for Explainable Regression of Manufacturing Production Quality Measure
2024-01-01 Alfeo, A. L.; Cimino, M. G. C. A.
Degradation stage classification via interpretable feature learning
2021-01-01 Alfeo, A. L.; Cimino, M. G. C. A.; Vaglini, G.
Design and simulation of the emergent behavior of small drones swarming for distributed target localization
2018-01-01 Alfeo, Antonio L.; Cimino, Mario G. C. A.; De Francesco, Nicoletta; Lega, Massimiliano; 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
Detecting urban road congestion via parametric adaptation of position-based stigmergy
2017-01-01 Alfeo, Antonio L.; Cimino, Mario G. C. A.; Lazzeri, Alessandro; 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
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 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
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
2025-01-01 Alfeo, Antonio Luca; Cimino, Mario G. C. A.; Gagliardi, Guido
Measuring Physical Activity of Older Adults via Smartwatch and Stigmergic Receptive Fields
2017-01-01 Alfeo, ANTONIO LUCA; Cimino, Mario G. C. A.; Gigliola, Vaglini
PhysioEx, a new Python library for explainable sleep staging through deep learning
2025-01-01 Gagliardi, Guido; Alfeo, Luca; A Cimino, Mario G C; Valenza, Gaetano; De Vos, Maarten
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.