Pubblicazioni

Transfer learning in magnetic resonance brain imaging: A systematic review

2021 - JOURNAL OF IMAGING

Valverde, J. M.; Imani, V.; Abdollahzadeh, A.; De Feo, R.; Prakash, M.; Ciszek, R.; Tohka, J.

Training Gaussian boson sampling by quantum machine learning

2021 - QUANTUM MACHINE INTELLIGENCE

Conti, Claudio

Towards a Novel Tiered Approach to Assess the Resilience Level in the Safety Domain

2021 - Proceedings of the 31st European Safety and Reliability Conference, ESREL 2021

Stefana, Elena; Strazzari, Carolina; Marciano, Filippo; Carnevale, Claudio

Machine learning based prediction of squamous cell carcinoma in ex vivo confocal laser scanning microscopy

2021 - CANCERS

Ruini, C.; Schlingmann, S.; Jonke, Z.; Avci, P.; Padron-Laso, V.; Neumeier, F.; Koveshazi, I.; Ikeliani, I. U.; Patzer, K.; Kunrad, E.; Kendziora, B.; Sattler, E.; French, L. E.; Hartmann, D.

Classification-Based Screening of Parkinsonâs Disease Patients through Graph and Handwriting Signals

2021 - ENGINEERING PROCEEDINGS

Fratello, Maria; Cordella, Fulvio; Albani, Giovanni; Veneziano, Giuseppe; Marano, Giuseppe; Paffi, Alessandra; Pallotti, Antonio

Machine Learning Predicts the Timing and Shear Stress Evolution of Lab Earthquakes Using Active Seismic Monitoring of Fault Zone Processes

2021 - JOURNAL OF GEOPHYSICAL RESEARCH. SOLID EARTH

Shreedharan, S.; Bolton, D. C.; Riviere, J.; Marone, C. J.

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

2020 - SYMMETRY

RodrÃguez-RodrÃguez, Ignacio; RodrÃguez, JosÃ©-VÃctor; Elizondo-Moreno, ArÃ¡nzazu; Heras-GonzÃ¡lez, PurificaciÃ³n; 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 LeeâCarter 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, NicolÃ²; 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.; BoÅ¾oviÄ, 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