Следене
Nicholas Fiorentini
Nicholas Fiorentini
Department of Civil and Industrial Engineering, The University of Pisa, Largo Lucio Lazzarino 1
Потвърден имейл адрес: ing.unipi.it - Начална страница
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Позовавания
Позовавания
Година
Crumb rubber modifier in road asphalt pavements: State of the art and statistics
S Bressi, N Fiorentini, J Huang, M Losa
Coatings 9 (6), 384, 2019
1432019
Handling Imbalanced Data in Road Crash Severity Prediction by Machine Learning Algorithms
N Fiorentini, M Losa
Infrastructures 5 (7), 61, 2020
1022020
Surface Motion Prediction and Mapping for Road Infrastructures Management by PS-InSAR Measurements and Machine Learning Algorithms
N Fiorentini, M Maboudi, P Leandri, M Losa, M Gerke
Remote Sensing 12 (23), 3976, 2020
272020
Can Machine Learning and PS-InSAR Reliably Stand in for Road Profilometric Surveys?
N Fiorentini, M Mehdi, P Leandri, L Massimo
Sensors 21 (10), 3377, 2021
172021
Overfitting Prevention in Accident Prediction Models: Bayesian Regularization of Artificial Neural Networks
N Fiorentini, D Pellegrini, M Losa
Transportation Research Record: Journal of the Trasportation Research Board, 2022
152022
Long-Term-Based Road Blackspot Screening Procedures by Machine Learning Algorithms
N Fiorentini, M Losa
Sustainability 12 (15), 5972, 2020
102020
ASSESSING RESILIENCE OF INFRASTRUCTURES TOWARDS EXOGENOUS EVENTS BY USING PS-INSAR-BASED SURFACE MOTION ESTIMATES AND MACHINE LEARNING REGRESSION TECHNIQUES
N Fiorentini, M Maboudi, M Losa, M Gerke
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2020
92020
Defining machine learning algorithms as accident prediction models for Italian two-lane rural, suburban, and urban roads
N Fiorentini, P Leandri, M Losa
International Journal of Injury Control and Safety Promotion, 2022
42022
Ensemble learning models to predict the compressive strength of geopolymer concrete: a comparative study for geopolymer composition design
Q Tian, Z Su, N Fiorentini, J Zhou, H Luo, Y Lu, X Xu, C Chen, J Huang
Multiscale and Multidisciplinary Modeling, Experiments and Design, 1-14, 2023
32023
A New Region-Based Minimal Path Selection Algorithm for Crack Detection and Ground Truth Labeling Exploiting Gabor Filters
L Gonzalo, F Nicholas, L Pietro, L Massimo
Remote Sensing 15 (11), 2722, 2023
32023
Predicting international roughness index by deep neural networks with Levenberg-Marquardt backpropagation learning algorithm
N Fiorentini, P Leandri, M Losa
Proceedings of SPIE 11863, Earth Resources and Environmental Remote Sensing …, 2021
32021
Comparing the Performance of Historical and Regular Stone Pavement Structures in Urban Trafficked Areas through the Finite Element Method (FEM)
F Nicholas, H Jiandong, C Giacomo, L Pietro, L Massimo
Infrastructures 8 (7), 115, 2023
12023
Criteri per la definizione di una lista di priorità di intervento per l'adeguamento funzionale delle strade regionali
N FIORENTINI
12017
Co-design and e-governance tools for sustainable land and water management in rural areas: the experience within the DESIRA H2020 project
F Lepore, L Ortolani, A Ferrari, N Fiorentini, C Mannari, M Bacco, ...
2023 IEEE International Workshop on Metrology for Agriculture and Forestry …, 2023
2023
Remote Sensing and Machine Learning for Riparian Vegetation Detection and Classification
N Fiorentini, M Bacco, A Ferrari, M Rovai, G Brunori
2023 IEEE International Workshop on Metrology for Agriculture and Forestry …, 2023
2023
Interpreting the effects of firefly algorithm (FA) to optimize varying machine learning models for the prediction of rock joint shear strength
Q Wang, J Qi, B Wu, T Cheng, Y Xie, G Nie, Y Zheng, Z Chen, K Wu, ...
2023
A Concurrent Approach for Infrastructure Monitoring and Risks Prevention Using Space, Aerial and Ground Measurements
D Latini, C Clementini, D De Santis, F Del Frate, V Gagliardi, LB Campoli, ...
IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023
2023
Come l’Intelligenza Artificiale rende le strade più sicure
N Fiorentini, M Losa
Strade & Autostrade, 2023
2023
Definition of a low-cost pavement management method based on a dual analytic hierarchy process
N Fiorentini, G Cuciniello, P Leandri, M Losa
Roads and Airports Pavement Surface Characteristics, 490-499, 2023
2023
Intelligent solutions for supporting decision-making processes in road management: A general framework accounting for environment, road serviceability, and user’s safety
N Fiorentini
University of Pisa, University of Florence, Technische Universität Braunschweig, 2022
2022
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