Antonio L. Alfeo

According to our database, Antonio L. Alfeo authored at least 24 papers between 2016 and 2024.

Collaborative distances:

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

2024

Counterfactual-Based Feature Importance for Explainable Regression of Manufacturing Production Quality Measure.

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

Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024

2023

From local counterfactuals to global feature importance: efficient, robust, and model-agnostic explanations for brain connectivity networks.

Antonio Luca Alfeo, Antonio G. Zippo, Vincenzo Catrambone, Mario G. C. A. Cimino, Nicola Toschi, Gaetano Valenza

Comput. Methods Programs Biomed., June, 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

The EXPERIENCE Project: Unveiling Extended-Personal Reality Through Automated VR Environments and Explainable Artificial Intelligence.

Gaetano Valenza, Mariano Alcañiz, Antonio Luca Alfeo, Matteo Bianchi, Vladimir Carli, Vincenzo Catrambone, Mario G. C. A. Cimino, Gabriela Dudnik, Andrea Duggento, Matteo Ferrante, Claudio Gentili, Jaime Guixeres, Simone Rossi, Nicola Toschi, Virginie van Wassenhove

Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 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

2021

Technological troubleshooting based on sentence embedding with deep transformers.

Antonio L. Alfeo, Mario G. C. A. Cimino, Gigliola Vaglini

J. Intell. Manuf., 2021

Recognizing motor imagery tasks from EEG oscillations through a novel ensemble-based neural network architecture.

Antonio L. Alfeo, Vincenzo Catrambone, Mario G. C. A. Cimino, Gigliola Vaglini, Gaetano Valenza

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

Using an autoencoder in the design of an anomaly detector for smart manufacturing.

Antonio L. Alfeo, Mario G. C. A. Cimino, Giuseppe Manco, Ettore Ritacco, Gigliola Vaglini

Pattern Recognit. Lett., 2020

2019

Assessing Refugees' Integration via Spatio-Temporal Similarities of Mobility and Calling Behaviors.

Antonio Luca Alfeo, Mario G. C. A. Cimino, Bruno Lepri, Alex 'Sandy' Pentland, Gigliola Vaglini

IEEE Trans. Comput. Soc. Syst., 2019

Enhancing biologically inspired swarm behavior: Metaheuristics to foster the optimization of UAVs coordination in target search.

Antonio L. Alfeo, Mario G. C. A. Cimino, Gigliola Vaglini

Comput. Oper. Res., 2019

Urban Swarms: A new approach for autonomous waste management.

Antonio Luca Alfeo, Eduardo Castelló Ferrer, Yago Lizarribar Carrillo, Arnaud Grignard, Luis Alonso Pastor, Dylan T. Sleeper, Mario G. C. A. Cimino, Bruno Lepri, Gigliola Vaglini, Kent Larson, Marco Dorigo, Alex 'Sandy' Pentland

Proceedings of the International Conference on Robotics and Automation, 2019

Detecting Permanent and Intermittent Purchase Hotspots via Computational Stigmergy.

Antonio L. Alfeo, Mario G. C. A. Cimino, Bruno Lepri, Alex Pentland, Gigliola Vaglini

Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 2019

Using Call Data and Stigmergic Similarity to Assess the Integration of Syrian Refugees in Turkey.

Antonio Luca Alfeo, Mario G. C. A. Cimino, Bruno Lepri, Gigliola Vaglini

Proceedings of the Guide to Mobile Data Analytics in Refugee Scenarios, 2019

2018

A Stigmergy-Based Analysis of City Hotspots to Discover Trends and Anomalies in Urban Transportation Usage.

Antonio Luca Alfeo, Mario G. C. A. Cimino, Sara Egidi, Bruno Lepri, Gigliola Vaglini

IEEE Trans. Intell. Transp. Syst., 2018

Sleep behavior assessment via smartwatch and stigmergic receptive fields.

Antonio L. Alfeo, Paolo Barsocchi, Mario G. C. A. Cimino, Davide La Rosa, Filippo Palumbo, Gigliola Vaglini

Pers. Ubiquitous Comput., 2018

Design and simulation of the emergent behavior of small drones swarming for distributed target localization.

Antonio L. Alfeo, Mario G. C. A. Cimino, Nicoletta De Francesco, Massimiliano Lega, Gigliola Vaglini

J. Comput. Sci., 2018

Swarm coordination of mini-UAVs for target search using imperfect sensors.

Antonio L. Alfeo, Mario G. C. A. Cimino, Nicoletta De Francesco, Alessandro Lazzeri, Massimiliano Lega, Gigliola Vaglini

Intell. Decis. Technol., 2018

2017

Detecting urban road congestion via parametric adaptation of position-based stigmergy.

Antonio L. Alfeo, Mario G. C. A. Cimino, Alessandro Lazzeri, Gigliola Vaglini

Intell. Decis. Technol., 2017

Stigmergy-Based Modeling to Discover Urban Activity Patterns from Positioning Data.

Antonio Luca Alfeo, Mario Giovanni C. A. Cimino, Sara Egidi, Bruno Lepri, Alex Pentland, Gigliola Vaglini

Proceedings of the Social, Cultural, and Behavioral Modeling, 2017

Measuring Physical Activity of Older Adults via Smartwatch and Stigmergic Receptive Fields.

Antonio L. Alfeo, Mario G. C. A. Cimino, Gigliola Vaglini

Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017

2016

An Adaptive Stigmergy-based System for Evaluating Technological Indicator Dynamics in the Context of Smart Specialization.

Antonio L. Alfeo, Francesco Paolo Appio, Mario G. C. A. Cimino, Alessandro Lazzeri, Antonella Martini, Gigliola Vaglini

Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods, 2016