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 | 143 | 2019 |
Handling Imbalanced Data in Road Crash Severity Prediction by Machine Learning Algorithms N Fiorentini, M Losa Infrastructures 5 (7), 61, 2020 | 102 | 2020 |
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 | 27 | 2020 |
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 | 17 | 2021 |
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 | 15 | 2022 |
Long-Term-Based Road Blackspot Screening Procedures by Machine Learning Algorithms N Fiorentini, M Losa Sustainability 12 (15), 5972, 2020 | 10 | 2020 |
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 | 9 | 2020 |
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 | 4 | 2022 |
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 | 3 | 2023 |
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 | 3 | 2023 |
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 | 3 | 2021 |
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 | 1 | 2023 |
Criteri per la definizione di una lista di priorità di intervento per l'adeguamento funzionale delle strade regionali N FIORENTINI | 1 | 2017 |
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 |