Search Results - "Alfeo, Antonio"

Using an autoencoder in the design of an anomaly detector for smart manufacturing by Alfeo, Antonio L., Cimino, Mario G.C.A., Manco, Giuseppe, Ritacco, Ettore, Vaglini, Gigliola

“…•Our approach generality provides great effectiveness with different case studies.•Our approach provides smaller error and computational cost w.r.t. isolation…”
Get full text

Enhancing biologically inspired swarm behavior: Metaheuristics to foster the optimization of UAVs coordination in target search by Alfeo, Antonio L., Cimino, Mario G.C.A., Vaglini, Gigliola

“…Recent miniaturization in Unmanned Aerial Vehicles (UAVs) technology encourages the use of many small UAVs for search missions in unknown environments,…”
Get full text

Degradation stage classification via interpretable feature learning by Alfeo, Antonio L., Cimino, Mario G.C.A., Vaglini, Gigliola

“…•A novel predictive maintenance method with interpretable feature learning is proposed.•The bearings degradation stage is classified with an average F1-score…”
Get full text

Technological troubleshooting based on sentence embedding with deep transformers by Alfeo, Antonio L., Cimino, Mario G. C. A., Vaglini, Gigliola

“…In nowadays manufacturing, each technical assistance operation is digitally tracked. This results in a huge amount of textual data that can be exploited as a…”
Get full text

Improving emotion recognition systems by exploiting the spatial information of EEG sensors by Gagliardi, Guido, Alfeo, Antonio L., Catrambone, Vincenzo, Candia-Rivera, Diego, Cimino, Mario G.C.A., Valenza, Gaetano

“…Electroencephalography (EEG)-based emotion recognition is gaining increasing importance due to its potential applications in various scientific fields, ranging…”
Get full text

Sleep behavior assessment via smartwatch and stigmergic receptive fields by Alfeo, Antonio L., Barsocchi, Paolo, Cimino, Mario G. C. A., La Rosa, Davide, Palumbo, Filippo, Vaglini, Gigliola

Get full text

Recognizing motor imagery tasks from EEG oscillations through a novel ensemble-based neural network architecture by Alfeo, Antonio L., Catrambone, Vincenzo, Cimino, Mario G.C.A., Vaglini, Gigliola, Valenza, Gaetano

“…Brain-Computer Interfaces (BCI) provide effective tools aimed at recognizing different brain activities, translate them into actions, and enable humans to…”
Get full text

From local counterfactuals to global feature importance: efficient, robust, and model-agnostic explanations for brain connectivity networks by Alfeo, Antonio Luca, Zippo, Antonio G., Catrambone, Vincenzo, Cimino, Mario G.C.A., Toschi, Nicola, Valenza, Gaetano

“…Background: Explainable artificial intelligence (XAI) is a technology that can enhance trust in mental state classifications by providing explanations for the…”
Get full text

A Stigmergy-Based Analysis of City Hotspots to Discover Trends and Anomalies in Urban Transportation Usage by Alfeo, Antonio Luca, Cimino, Mario G. C. A., Egidi, Sara, Lepri, Bruno, Vaglini, Gigliola

“…A key aspect of a sustainable urban transportation system is the effectiveness of transportation policies. To be effective, a policy has to consider a broad…”
Get full text

Sleep behavior assessment via smartwatch and stigmergic receptive fields by Alfeo, Antonio L., Barsocchi, Paolo, Cimino, Mario G. C. A., La Rosa, Davide, Palumbo, Filippo, Vaglini, Gigliola

“…Sleep behavior is a key factor in maintaining good physiological and psychological health. A well-known approach to monitor sleep is polysomnography. However,…”
Get full text

Design and simulation of the emergent behavior of small drones swarming for distributed target localization by Alfeo, Antonio L., Cimino, Mario G.C.A., De Francesco, Nicoletta, Lega, Massimiliano, Vaglini, Gigliola

“…•Stigmergy provides an effective coordination of drones flocking for target search.•No information on the search field layout or centralized control is…”
Get full text

Concept-wise granular computing for explainable artificial intelligence by Alfeo, Antonio Luca, Cimino, Mario G. C. A., Gagliardi, Guido

“…Artificial neural networks offer great classification performances, but their internal model works as a black box. This can prevent their outcomes to be…”
Get full text

Implementing Enhanced Recovery After Surgery for hysterectomy in a hospital network with audit and feedback: A stepped‐wedge cluster randomised trial by Piovano, Elisa, Puppo, Andrea, Camanni, Marco, Castiglione, Anna, Delpiano, Elena Maria, Giacometti, Lisa, Rolfo, Monica, Rizzo, Alessio, Zola, Paolo, Ciccone, Giovannino, Pagano, Eva, Aguggia, Vittorio, Borromeo, Federica, Schipani, Katia, Surico, Daniela, Badellino, Enrico, Ferrero, Annamaria, Franzoso, Barbara, Ponzone, Riccardo, Marocco, Francesco, Uccella, Stefano, Violino, Chiara, Torello, Monica, Bianciotto, Andrea, Canestrelli, Marco, Dompè, Daniela, Molina, Gabriele, Bocci, Carlo, Ferraris, Paola, Fiorentino, Riccardo, Brusati, Maurizio, Alfeo, Antonio, Gallo, Mario, Geranio, Romeo, Bogliatto, Fabrizio, Mossetti, Massimo, Vaudano, Giacomo, Carus, Alice Peroglio, Sciandra, Marta, Montironi, Pier Luigi, Tuo, Federico, Bar, Enrica, Buda, Alessandro Antonio, Zorzetti, Stefania Cigna, Lemut, Francesco, Garetto, Alessio, Mascher, Monica, Negrone, Enrico, Sorbilli, Elvira, Biggiogera, Roberto, Mastrantuono, Donato, Plazzotta, Claudio, Del Piano, Elena, Coata, Paola, De Magistris, Anna, Mitola, Barbara, Giannone, Laura Ceretto, Bongiovanni, Daria, Scoletta, Andrea, Orlando, Anna, Bertetto, Oscar, Aglietta, Massimo, Airoldi, Mario, Comandone, Alessandro, Brunetti, Francesco, Defilè, Corinna, Martins, Vitor Hugo, Papurello, Matteo, Saccona, Fabio, Turco, Danila

“…Objective To evaluate the effectiveness of implementing the Enhanced Recovery After Surgery (ERAS) protocol in patients undergoing elective hysterectomy in a…”
Get full text

Assessing Refugees' Integration via Spatio-Temporal Similarities of Mobility and Calling Behaviors by Alfeo, Antonio Luca, Cimino, Mario G. C. A., Lepri, Bruno, Pentland, Alexander Sandy, Vaglini, Gigliola

“…In Turkey, the increasing tension, due to the presence of 3.4 million Syrian refugees, demands the formulation of effective integration policies. Moreover,…”
Get full text

Using Contrastive Learning to Inject Domain-Knowledge Into Neural Networks for Recognizing Emotions by Gagliardi, Guido, Alfeo, Antonio Luca, Catrambone, Vincenzo, Cimino, Mario G.C.A., De Vos, Maarten, Valenza, Gaetano

“…With application contexts ranging from psychophysiology to neuromarketing, electroencephalography (EEG)-based emotion recognition is a fundamental technology…”
Get full text

Fine-Grained Emotion Recognition Using Brain-Heart Interplay Measurements and eXplainable Convolutional Neural Networks by Gagliardi, Guido, Alfeo, Antonio Luca, Catrambone, Vincenzo, Cimino, Mario G.C.A., De Vos, Maarten, Valenzal, Gaetano

“…Emotion recognition from electro-physiological signals is an important research topic in multiple scientific domains. While a multimodal input may lead to…”
Get full text

Urban Swarms: A new approach for autonomous waste management by Alfeo, Antonio Luca, Ferrer, Eduardo Castello, Carrillo, Yago Lizarribar, Grignard, Arnaud, Pastor, Luis Alonso, Sleeper, Dylan T., Cimino, Mario G.C.A., Lepri, Bruno, Vaglini, Gigliola, Larson, Kent, Dorigo, Marco, Pentland, Alex

“…Modern cities are growing ecosystems that face new challenges due to the increasing population demands. One of the many problems they face nowadays is waste…”
Get full text

Detecting Permanent and Intermittent Purchase Hotspots via Computational Stigmergy by Alfeo, Antonio L, Cimino, Mario G. C. A, Lepri, Bruno, Pentland, Alex "Sandy", Vaglini, Gigliola

“…in Proc. ICPRAM The 8th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2019) The analysis of credit card transactions allows…”
Get full text

Assessing Refugees' Integration via Spatio-temporal Similarities of Mobility and Calling Behaviors by Alfeo, Antonio L, Cimino, Mario G. C. A, Lepri, Bruno, Pentland, Alex 'Sandy', Vaglini, Gigliola

“…IEEE Transactions on Computational Social Systems, pp 1 - 13, Electronic ISSN: 2329-924X, Date of Publication: 09 July 2019 In Turkey the increasing tension,…”
Get full text

A stigmergy-based analysis of city hotspots to discover trends and anomalies in urban transportation usage by Alfeo, Antonio L, Cimino, Mario G. C. A, Egidi, Sara, Lepri, Bruno, Vaglini, Gigliola

“…IEEE Transactions on Intelligent Transportation Systems, IEEE, Vol. 19, Issue 7, Pages 2258-2267, 2018, (ISSN 1524-9050) A key aspect of a sustainable urban…”
Get full text