Pubblicazioni

Towards a Holistic ICT Platform for Protecting Intimate Partner Violence Survivors Based on the IoT Paradigm

2020 - SYMMETRY
Rodríguez-Rodríguez, Ignacio; Rodríguez, José-Víctor; Elizondo-Moreno, Aránzazu; Heras-González, Purificación; Gentili, Michele

Predictive model for the degradation state of a hydraulic system with dimensionality reduction

2020 - PROCEDIA MANUFACTURING
Quatrini, Elena; Costantino, Francesco; Pocci, Cesare; Tronci, Massimo

A random forest algorithm to improve the Lee–Carter mortality forecasting: impact on q-forward

2020 - SOFT COMPUTING
Levantesi, S.; Nigri, A.

A Critical Reflection on Automated Science

2020 -
Bertolaso, M.; Sterpetti, F.

Introduction. Human perspectives on the quest for knowledge

2020 - A Critical Reflection on Automated Science
Bertolaso, M.; Sterpetti, F.

Considering patient clinical history impacts performance of machine learning models in predicting course of multiple sclerosis

2020 - PLOS ONE
Seccia, R.; Gammelli, D.; Dominici, F.; Romano, S.; Landi, A. C.; Salvetti, M.; Tacchella, A.; Zaccaria, A.; Crisanti, A.; Grassi, F.; Palagi, L.

Essential oils against bacterial isolates from cystic fibrosis patients by means of antimicrobial and unsupervised machine learning approaches

2020 - SCIENTIFIC REPORTS
Ragno, Rino; Papa, Rosanna; Patsilinakos, Alexandros; Vrenna, Gianluca; Garzoli, Stefania; VanessaTuccio, ; Fiscarelli, ErsiliaVita; Selan, Laura; MarcoArtini,

Machine learning-based classification of vector vortex beams

2020 - PHYSICAL REVIEW LETTERS
Giordani, Taira; Suprano, Alessia; Polino, Emanuele; Acanfora, Francesca; Innocenti, Luca; Ferraro, Alessandro; Paternostro, Mauro; Spagnolo, Nicolò; Sciarrino, Fabio

Explainable inference on sequential data via memory-tracking

2020 - Proceedings of the 29th International Joint Conference on Artificial Intelligence
La Rosa, Biagio; Capobianco, Roberto; Nardi, Daniele

Experimental data based machine learning classification models with predictive ability to select in vitro active antiviral and non-toxic essential oils

2020 - MOLECULES
Sabatino, M.; Fabiani, M.; Božović, M.; Garzoli, S.; Antonini, L.; Marcocci, M. E.; Palamara, A. T.; De Chiara, G.; Ragno, R.

Coronavirus disease (COVID-19): a machine learning bibliometric analysis

2020 - IN VIVO
DE Felice, Francesca; Polimeni, Antonella

Machine learning for anomaly detection and process phase classification to improve safety and maintenance activities

2020 - JOURNAL OF MANUFACTURING SYSTEMS
Quatrini, Elena; Costantino, Francesco; Di Gravio, Giulio; Patriarca, Riccardo

AndroDFA: Android Malware Classification Based on Resource Consumption

2020 - INFORMATION
Massarelli, Luca; Aniello, Leonardo; Ciccotelli, Claudio; Querzoni, Leonardo; Ucci, Daniele; Baldoni, Roberto

Going beyond diffServ in IP traffic classification

2020 - NOMS 2020 - 2020 IEEE/IFIP Network Operations and Management Symposium
Aureli, Davide; Cianfrani, Antonio; Diamanti, Alessio; Sanchez Vilchez, Jose Manuel; Secci, Stefano

Detecting cardiac pathologies via machine learning on heart-rate variability time series and related markers

2020 - SCIENTIFIC REPORTS
Agliari, E.; Barra, A.; Barra, O. A.; Fachechi, A.; Franceschi Vento, L.; Moretti, L.

Adherence to Vaccination Policy among Public Health Professionals. Results of a National Survey in Italy

2020 - VACCINES
Montagna, Maria Teresa; De Giglio, Osvalda; Napoli, Christian; Fasano, Fabrizio; Diella, Giusy; Donnoli, Rosalba; Caggiano, Giuseppina; Tafuri, Silvio; Lopalco, Pier Luigi; Agodi, Antonella; Gisio-SItI Working Group, Null

Advanced sound classifiers and performance analyses for accurate audio-based construction project monitoring

2020 - JOURNAL OF COMPUTING IN CIVIL ENGINEERING
Lee, Y. -C.; Scarpiniti, M.; Uncini, A.

A generalized framework for ANFIS synthesis procedures by clustering techniques

2020 - APPLIED SOFT COMPUTING
Leonori, Stefano; Martino, Alessio; Luzi, Massimiliano; Frattale Mascioli, Fabio Massimo; Rizzi, Antonello

A Hierarchical Machine Learning Approach for Multi-Level and Multi-Resolution 3D Point Cloud Classification

2020 - REMOTE SENSING
Teruggi, Simone; Grilli, Eleonora; Russo, Michele; Fassi, Francesco; Remondino, Fabio

Predicting lorawan behavior. How machine learning can help

2020 - COMPUTERS
Cuomo, F.; Garlisi, D.; Martino, A.; Martino, A.

Open data and energy analytics

2020 - ENERGIES
Nastasi, B.; Manfren, M.; Noussan, M.

Digital epigraphy. Tra automazione e singolarizzazione

2020 - LEXICON PHILOSOPHICUM
Orlandi, Silvia

Living optical random neural network with three dimensional tumor spheroids for cancer morphodynamics

2020 - COMMUNICATIONS PHYSICS
Pierangeli, D.; Palmieri, V.; Marcucci, G.; Moriconi, C.; Perini, G.; De Spirito, M.; Papi, M.; Conti, C.

Theory of neuromorphic computing by waves: machine learning by rogue waves, dispersive shocks, and solitons

2020 - PHYSICAL REVIEW LETTERS
Marcucci, G.; Pierangeli, D.; Conti, C.

Machine Learning for analysis of GPR images and electromagnetic diagnostics

2020 - Proc. URSI GASS 2020
Barbuto, F.; Di Gregorio, P. P.; Dinia, L.; Frezza, F.; Mangini, F.; Ponti, F.; Troiano, M.; Simeoni, P.

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