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ORCIDAntonio L. Alfeo
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2020 – today
- 2024
[j12]Antonio Luca Alfeo, Mario G. C. A. Cimino, Guido Gagliardi
:
Recognizing Bearings' Degradation Stage Using Multimodal Autoencoder to Learn Features from Different Time Series. SN Comput. Sci. 5(4): 371 (2024)- [c12]Antonio L. Alfeo, Mario G. C. A. Cimino:
Counterfactual-Based Feature Importance for Explainable Regression of Manufacturing Production Quality Measure. ICPRAM 2024: 48-56 - 2023
- [j11]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: 39544-39554 (2023) - [j10]Antonio Luca Alfeo, Antonio G. Zippo, Vincenzo Catrambone, Mario G. C. A. Cimino, Nicola Toschi, Gaetano Valenza:
From local counterfactuals to global feature importance: efficient, robust, and model-agnostic explanations for brain connectivity networks. Comput. Methods Programs Biomed. 236: 107550 (2023) - [c11]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:
The EXPERIENCE Project: Unveiling Extended-Personal Reality Through Automated VR Environments and Explainable Artificial Intelligence. MetroXRAINE 2023: 757-762 - [c10]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: 1-6 - [c9]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: 1587-1592 - 2022
- [c8]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: 389-395 - [c7]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: 94-103 - 2021
- [j9]Antonio L. Alfeo, Mario G. C. A. Cimino, Gigliola Vaglini:
Technological troubleshooting based on sentence embedding with deep transformers. J. Intell. Manuf. 32(6): 1699-1710 (2021) - [c6]Antonio L. Alfeo, Vincenzo Catrambone, Mario G. C. A. Cimino, Gigliola Vaglini, Gaetano Valenza:
Recognizing motor imagery tasks from EEG oscillations through a novel ensemble-based neural network architecture. EMBC 2021: 5983-5986 - 2020
- [j8]Antonio L. Alfeo, Mario G. C. A. Cimino, Giuseppe Manco, Ettore Ritacco, Gigliola Vaglini:
Using an autoencoder in the design of an anomaly detector for smart manufacturing. Pattern Recognit. Lett. 136: 272-278 (2020)
2010 – 2019
- 2019
- [j7]Antonio L. Alfeo, Mario G. C. A. Cimino, Gigliola Vaglini:
Enhancing biologically inspired swarm behavior: Metaheuristics to foster the optimization of UAVs coordination in target search. Comput. Oper. Res. 110: 34-47 (2019) - [j6]Antonio Luca Alfeo, Mario G. C. A. Cimino, Bruno Lepri, Alex 'Sandy' Pentland, Gigliola Vaglini:
Assessing Refugees' Integration via Spatio-Temporal Similarities of Mobility and Calling Behaviors. IEEE Trans. Comput. Soc. Syst. 6(4): 726-738 (2019) - [c5]Antonio L. Alfeo, Mario G. C. A. Cimino, Bruno Lepri, Alex Pentland, Gigliola Vaglini:
Detecting Permanent and Intermittent Purchase Hotspots via Computational Stigmergy. ICPRAM 2019: 822-829 - [c4]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:
Urban Swarms: A new approach for autonomous waste management. ICRA 2019: 4233-4240 - [p1]Antonio Luca Alfeo, Mario G. C. A. Cimino, Bruno Lepri, Gigliola Vaglini:
Using Call Data and Stigmergic Similarity to Assess the Integration of Syrian Refugees in Turkey. Data for Refugees Challenge 2019: 165-178 - [i8]Antonio L. Alfeo, Mario G. C. A. Cimino, Gigliola Vaglini:
Measuring Physical Activity of Older Adults via Smartwatch and Stigmergic Receptive Fields. CoRR abs/1901.00552 (2019) - [i7]Antonio L. Alfeo, Francesco Paolo Appio, Mario G. C. A. Cimino, Alessandro Lazzeri, Antonella Martini, Gigliola Vaglini:
An adaptive stigmergy-based system for evaluating technological indicator dynamics in the context of smart specialization. CoRR abs/1901.00553 (2019) - [i6]Antonio L. Alfeo, Mario G. C. A. Cimino, Nicoletta De Francesco, Alessandro Lazzeri, Massimiliano Lega, Gigliola Vaglini:
Swarm coordination of mini-UAVs for target search using imperfect sensors. CoRR abs/1901.02885 (2019) - [i5]Antonio L. Alfeo, Mario G. C. A. Cimino, Bruno Lepri, Alex 'Sandy' Pentland, Gigliola Vaglini:
Detecting Permanent and Intermittent Purchase Hotspots via Computational Stigmergy. CoRR abs/1902.01601 (2019) - [i4]Antonio L. Alfeo, Mario G. C. A. Cimino, Bruno Lepri, Alex 'Sandy' Pentland, Gigliola Vaglini:
Assessing Refugees' Integration via Spatio-temporal Similarities of Mobility and Calling Behaviors. CoRR abs/1907.06929 (2019) - 2018
- [j5]Antonio L. Alfeo, Mario G. C. A. Cimino, Nicoletta De Francesco, Alessandro Lazzeri, Massimiliano Lega, Gigliola Vaglini:
Swarm coordination of mini-UAVs for target search using imperfect sensors. Intell. Decis. Technol. 12(2): 149-162 (2018) - [j4]Antonio L. Alfeo, Mario G. C. A. Cimino, Nicoletta De Francesco, Massimiliano Lega, Gigliola Vaglini:
Design and simulation of the emergent behavior of small drones swarming for distributed target localization. J. Comput. Sci. 29: 19-33 (2018) - [j3]Antonio L. Alfeo, Paolo Barsocchi, Mario G. C. A. Cimino, Davide La Rosa, Filippo Palumbo, Gigliola Vaglini:
Sleep behavior assessment via smartwatch and stigmergic receptive fields. Pers. Ubiquitous Comput. 22(2): 227-243 (2018) - [j2]Antonio Luca Alfeo, Mario G. C. A. Cimino, Sara Egidi, Bruno Lepri, Gigliola Vaglini:
A Stigmergy-Based Analysis of City Hotspots to Discover Trends and Anomalies in Urban Transportation Usage. IEEE Trans. Intell. Transp. Syst. 19(7): 2258-2267 (2018) - [i3]Antonio L. Alfeo, Mario G. C. A. Cimino, Sara Egidi, Bruno Lepri, Gigliola Vaglini:
A stigmergy-based analysis of city hotspots to discover trends and anomalies in urban transportation usage. CoRR abs/1804.05697 (2018) - [i2]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:
Urban Swarms: A new approach for autonomous waste management. CoRR abs/1810.07910 (2018) - 2017
- [j1]Antonio L. Alfeo, Mario G. C. A. Cimino, Alessandro Lazzeri, Gigliola Vaglini:
Detecting urban road congestion via parametric adaptation of position-based stigmergy. Intell. Decis. Technol. 11(4): 465-475 (2017) - [c3]Antonio L. Alfeo, Mario G. C. A. Cimino, Gigliola Vaglini:
Measuring Physical Activity of Older Adults via Smartwatch and Stigmergic Receptive Fields. ICPRAM 2017: 724-730 - [c2]Antonio Luca Alfeo, Mario Giovanni C. A. Cimino, Sara Egidi, Bruno Lepri, Alex Pentland, Gigliola Vaglini:
Stigmergy-Based Modeling to Discover Urban Activity Patterns from Positioning Data. SBP-BRiMS 2017: 292-301 - [i1]Antonio L. Alfeo, Mario G. C. A. Cimino, Sara Egidi, Bruno Lepri, Alex Pentland, Gigliola Vaglini:
Stigmergy-based modeling to discover urban activity patterns from positioning data. CoRR abs/1704.03667 (2017) - 2016
- [c1]Antonio L. Alfeo, Francesco Paolo Appio, Mario G. C. A. Cimino, Alessandro Lazzeri, Antonella Martini, Gigliola Vaglini:
An Adaptive Stigmergy-based System for Evaluating Technological Indicator Dynamics in the Context of Smart Specialization. ICPRAM 2016: 497-502
Coauthor Index
aka: Mario Giovanni C. A. Cimino
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