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Antonio Luca Alfeo
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Using an autoencoder in the design of an anomaly detector for smart manufacturing
AL Alfeo, MGCA Cimino, G Manco, E Ritacco, G Vaglini
Pattern Recognition Letters 136, 272-278, 2020
692020
Sleep behavior assessment via smartwatch and stigmergic receptive fields
AL Alfeo, P Barsocchi, MGCA Cimino, D La Rosa, F Palumbo, G Vaglini
Personal and ubiquitous computing 22, 227-243, 2018
622018
Swarm coordination of mini-UAVs for target search using imperfect sensors
AL Alfeo, MGCA Cimino, N De Francesco, A Lazzeri, M Lega, G Vaglini
Intelligent Decision Technologies 12 (2), 149-162, 2018
532018
Enhancing biologically inspired swarm behavior: Metaheuristics to foster the optimization of UAVs coordination in target search
AL Alfeo, MGCA Cimino, G Vaglini
Computers & Operations Research 110, 34-47, 2019
492019
Urban Swarms: A new approach for autonomous waste management
AL Alfeo, EC Ferrer, YL Carrillo, A Grignard, LA Pastor, DT Sleeper, ...
2019 International Conference on Robotics and Automation (ICRA), 4233-4240, 2019
402019
Design and simulation of the emergent behavior of small drones swarming for distributed target localization
AL Alfeo, MGCA Cimino, N De Francesco, M Lega, G Vaglini
Journal of computational science 29, 19-33, 2018
382018
A stigmergy-based analysis of city hotspots to discover trends and anomalies in urban transportation usage
AL Alfeo, MGCA Cimino, S Egidi, B Lepri, G Vaglini
IEEE Transactions on Intelligent Transportation Systems 19 (7), 2258-2267, 2018
352018
Measuring physical activity of older adults via smartwatch and stigmergic receptive fields
AL Alfeo, MGCA Cimino, G Vaglini
arXiv preprint arXiv:1901.00552, 2019
232019
Degradation stage classification via interpretable feature learning
AL Alfeo, MGCA Cimino, G Vaglini
Journal of Manufacturing Systems 62, 972-983, 2022
212022
Stigmergy-based modeling to discover urban activity patterns from positioning data
AL Alfeo, MGCA Cimino, S Egidi, B Lepri, A Pentland, G Vaglini
Social, Cultural, and Behavioral Modeling: 10th International Conference …, 2017
202017
Technological troubleshooting based on sentence embedding with deep transformers
AL Alfeo, MGCA Cimino, G Vaglini
Journal of Intelligent Manufacturing 32 (6), 1699-1710, 2021
192021
Assessing refugees’ integration via spatio-temporal similarities of mobility and calling behaviors
AL Alfeo, MGCA Cimino, B Lepri, AS Pentland, G Vaglini
IEEE Transactions on Computational Social Systems 6 (4), 726-738, 2019
102019
Concept-wise granular computing for explainable artificial intelligence
AL Alfeo, MGCA Cimino, G Gagliardi
Granular Computing 8 (4), 827-838, 2023
82023
From local counterfactuals to global feature importance: efficient, robust, and model-agnostic explanations for brain connectivity networks
AL Alfeo, AG Zippo, V Catrambone, MGCA Cimino, N Toschi, G Valenza
Computer Methods and Programs in Biomedicine 236, 107550, 2023
62023
An adaptive stigmergy-based system for evaluating technological indicator dynamics in the context of smart specialization
AL Alfeo, FP Appio, MGCA Cimino, A Lazzeri, A Martini, G Vaglini
arXiv preprint arXiv:1901.00553, 2019
62019
Improving emotion recognition systems by exploiting the spatial information of EEG sensors
G Gagliardi, AL Alfeo, V Catrambone, D Candia-Rivera, MGCA Cimino, ...
IEEE Access 11, 39544-39554, 2023
42023
Automatic Feature Extraction for Bearings' Degradation Assessment using Minimally Pre-processed Time series and Multi-modal Feature Learning.
AL Alfeo, MGCA Cimino, G Gagliardi
IN4PL, 94-103, 2022
32022
Detecting urban road congestion via parametric adaptation of position-based stigmergy
AL Alfeo, MGCA Cimino, A Lazzeri, G Vaglini
Intelligent Decision Technologies 11 (4), 465-475, 2017
3*2017
Fine-grained emotion recognition using brain-heart interplay measurements and explainable convolutional neural networks
G Gagliardi, AL Alfeo, V Catrambone, MGCA Cimino, M De Vos, ...
2023 11th International IEEE/EMBS Conference on Neural Engineering (NER), 1-6, 2023
22023
Recognizing motor imagery tasks from EEG oscillations through a novel ensemble-based neural network architecture
AL Alfeo, V Catrambone, MGCA Cimino, G Vaglini, G Valenza
2021 43rd Annual International Conference of the IEEE Engineering in …, 2021
22021
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