Pubblicazioni

How to improve compliance with protective health measures during the covid-19 outbreak. Testing a moderated mediation model and machine learning algorithms

2020 - INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH
Roma, P.; Monaro, M.; Muzi, L.; Colasanti, M.; Ricci, E.; Biondi, S.; Napoli, C.; Ferracuti, S.; Mazza, C.

Fault diagnosis of a granulator operating under time-varying conditions using canonical variate analysis

2020 - ENERGIES
Quatrini, E.; Li, X.; Mba, D.; Costantino, F.

The Importance of Economic Variables on London Real Estate Market: A Random Forest Approach

2020 - RISKS
Levantesi, Susanna; Piscopo, Gabriella

Preliminary attempt to predict risk of invasive pulmonary aspergillosis in patients with influenza. Decision trees may help?

2020 - ANTIBIOTICS
Bellelli, V.; Siccardi, G.; Conte, L.; Celani, L.; Congeduti, E.; Borrazzo, C.; Santinelli, L.; Innocenti, G. P.; Pinacchio, C.; Ceccarelli, G.; Venditti, M.; D'ettorre, G.

Facing Big Data by an agent-based multimodal evolutionary approach to classification

2020 - Proceedings of the International Joint Conference on Neural Networks
Giampieri, Mauro; Baldini, Luca; De Santis, Enrico; Rizzi, Antonello

Development of a data-driven model for turbulent heat transfer in turbomachinery

2020 - E3S WEB OF CONFERENCES
Tucci, Francesco Aldo; Delibra, Giovanni; Corsini, Alessandro

Proposal and investigation of an artificial intelligence (Ai)-based cloud resource allocation algorithm in network function virtualization architectures

2020 - FUTURE INTERNET
Eramo, V.; Lavacca, F. G.; Catena, T.; Salazar, P. J. P.

A parallel hardware implementation for 2D hierarchical clustering based on fuzzy logic

2020 - IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS
Cardarilli, G. C.; Nunzio, L. D.; Fazzolari, R.; Panella, M.; Re, M.; Rosato, A.; Spano, S.

An energy-aware hardware implementation of 2D hierarchical clustering

2020 -
Cardarilli, G. C.; Fazzolari, R.; Matta, M.; Panella, M.; Rosato, A.; Spano, S.

Machine learning in cardiovascular radiology: ESCR position statement on design requirements, quality assessment, current applications, opportunities, and challenges

2020 - EUROPEAN RADIOLOGY
Weikert, Thomas; Francone, Marco; Abbara, Suhny; Baessler, Bettina; Choi, Byoung Wook; Gutberlet, Matthias; Hecht, Elizabeth M; Loewe, Christian; Mousseaux, Elie; Natale, Luigi; Nikolaou, Konstantin; Ordovas, Karen G; Peebles, Charles; Prieto, Claudia; Salgado, Rodrigo; Velthuis, Birgitta; Vliegenthart, Rozemarijn; Bremerich, Jens; Leiner, Tim

Classification and calibration techniques in predictive maintenance: A comparison between GMM and a custom one-class classifier

2020 - Proceedings of the 12th International Joint Conference on Computational Intelligence - Volume 1: CI4EMS
De Santis, Enrico; Capillo, Antonino; Frattale Mascioli, Fabio Massimo; Rizzi, Antonello

Essential oils biofilm modulation activity, chemical and machine learning analysis. Application on staphylococcus aureus isolates from cystic fibrosis patients

2020 - INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES
Papa, Rosanna; Garzoli, Stefania; Vrenna, Gianluca; Sabatino, Manuela; Sapienza, Filippo Umberto; Relucenti, Michela; Donfrancesco, Orlando; Vita Fiscarelli, Ersilia; Artini, Marco; Selan, Laura; Ragno, Rino

Imputation techniques for the reconstruction of missing interconnected data from higher Educational Institutions

2020 - KNOWLEDGE-BASED SYSTEMS
Bruni, R.; Daraio, C.; Aureli, D.

Machine-learning analysis of voice samples recorded through smartphones: the combined effect of ageing and gender

2020 - SENSORS
Asci, F.; Costantini, G.; Di Leo, P.; Zampogna, A.; Ruoppolo, G.; Berardelli, A.; Saggio, G.; Suppa, A.

Machine learning and statistical physics: preface

2020 - JOURNAL OF PHYSICS. A, MATHEMATICAL AND THEORETICAL
Agliari, E; Barra, A; Sollich, P; Zdeborova, L

Intelligent energy flow management of a nanogrid fast charging station equipped with second life batteries

2020 - INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
Leonori, Stefano; Rizzoni, Giorgio.; Frattale Mascioli, Fabio Massimo; Rizzi, Antonello

Molecular design aided by random forests and synthesis of potent trypanocidal agents as cruzain inhibitors for Chagas disease treatment

2020 - CHEMICAL BIOLOGY & DRUG DESIGN
de Albuquerque, S.; Cianni, L.; de Vita, D.; Duque, C.; Gomes, A. S. M.; Gomes, P.; Laughton, C.; Leitao, A.; Montanari, C. A.; Montanari, R.; Ribeiro, J. F. R.; da Silva, J. S.; Teixeira, C.

Efficacia e limiti dell'intelligenza artificiale nell'era delle incertezze

2020 - SVILUPPO & ORGANIZZAZIONE
Castaldo, Francesca

Automatic Transportation Mode Recognition on Smartphone Data Based on Deep Neural Networks

2020 - SENSORS
Delli Priscoli, Francesco; Giuseppi, Alessandro; Lisi, Federico

Topological signal processing: Making sense of data building on multiway relations

2020 - IEEE SIGNAL PROCESSING MAGAZINE
Barbarossa, S.; Sardellitti, S.

Validating multi-photon quantum interference with finite data

2020 - QUANTUM SCIENCE AND TECHNOLOGY
Flamini, F.; Walschaers, M.; Spagnolo, N.; Wiebe, N.; Buchleitner, A.; Sciarrino, F.

Jenna Sutela

2020 - Writing by Drawing. When Language Seeks Its Other
De Chiara, Sara

Digital biomarker-based individualized prognosis for people at risk of dementia

2020 - ALZHEIMER'S & DEMENTIA: DIAGNOSIS, ASSESSMENT & DISEASE MONITORING
Buegler, M.; Harms, R. L.; Balasa, M.; Meier, I. B.; Exarchos, T.; Rai, L.; Boyle, R.; Tort, A.; Kozori, M.; Lazarou, E.; Rampini, M.; Cavaliere, C.; Vlamos, P.; Tsolaki, M.; Babiloni, C.; Soricelli, A.; Frisoni, G.; Sanchez-Valle, R.; Whelan, R.; Merlo-Pich, E.; Tarnanas, I.

Fast Data-Driven Simulation of Cherenkov Detectors Using Generative Adversarial Networks

2020 - JOURNAL OF PHYSICS. CONFERENCE SERIES
Maevskiy, A; Derkach, D; Kazeev, N; Ustyuzhanin, A; Artemev, M; Anderlini, L

Design in the digital age. Technology, nature, culture

2020 -
Perriccioli, Massimo; Rigillo, Marina; Russo Ermolli, Sergio; Tucci, Fabrizio

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