Marco Marchetti

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 12

Top Topics

Decision Tree Learners

Machine Learning Algorithms

Robust Estimators

Top Venues

Int. J. Appl. Earth Obs. Geoinformation

Publications

Cesar Alvites, Hannah O'Sullivan, Saverio Francini, Marco Marchetti, Giovanni Santopuoli, Gherardo Chirici, Bruno Lasserre, Michela Marignani, Erika Bazzato
High-Resolution Canopy Height Mapping: Integrating NASA's Global Ecosystem Dynamics Investigation (GEDI) with Multi-Source Remote Sensing Data. Remote. Sens. 16 (7) (2024)
Elia Vangi, Giovanni D'Amico, Saverio Francini, Costanza Borghi, Francesca Giannetti, Piermaria Corona, Marco Marchetti, Davide Travaglini, Guido Pellis, Marina Vitullo, Gherardo Chirici
Large-scale high-resolution yearly modeling of forest growing stock volume and above-ground carbon pool. Environ. Model. Softw. 159 (2023)
Cesar Alvites, Mauro Maesano, Juan Alberto Molina-Valero, Bruno Lasserre, Marco Marchetti, Giovanni Santopuoli
Discrimination of Leaves in a Multi-Layered Mediterranean Forest through Machine Learning Algorithms. Remote. Sens. 15 (18) (2023)
Cesar Alvites, Marco Marchetti, Bruno Lasserre, Giovanni Santopuoli
LiDAR as a Tool for Assessing Timber Assortments: A Systematic Literature Review. Remote. Sens. 14 (18) (2022)
Saverio Francini, Ronald E. McRoberts, Giovanni D'Amico, Nicholas C. Coops, Txomin Hermosilla, Joanne C. White, Michael A. Wulder, Marco Marchetti, Giuseppe Scarascia Mugnozza, Gherardo Chirici
An open science and open data approach for the statistically robust estimation of forest disturbance areas. Int. J. Appl. Earth Obs. Geoinformation 106 (2022)
Marco Marchetti, Edmond S. L. Ho
Improving Deep Learning Model Robustness Against Adversarial Attack by Increasing the Network Capacity. CoRR (2022)
Cesar Alvites, Giovanni Santopuoli, Markus Hollaus, Norbert Pfeifer, Mauro Maesano, Federico Valerio Moresi, Marco Marchetti, Bruno Lasserre
Terrestrial Laser Scanning for Quantifying Timber Assortments from Standing Trees in a Mixed and Multi-Layered Mediterranean Forest. Remote. Sens. 13 (21) (2021)
Elia Vangi, Giovanni D'Amico, Saverio Francini, Francesca Giannetti, Bruno Lasserre, Marco Marchetti, Gherardo Chirici
The New Hyperspectral Satellite PRISMA: Imagery for Forest Types Discrimination. Sensors 21 (4) (2021)
Elia Vangi, Giovanni D'Amico, Saverio Francini, Francesca Giannetti, Bruno Lasserre, Marco Marchetti, Ronald E. McRoberts, Gherardo Chirici
The Effect of Forest Mask Quality in the Wall-to-Wall Estimation of Growing Stock Volume. Remote. Sens. 13 (5) (2021)
Francesca Giannetti, Raffaello Pegna, Saverio Francini, Ronald E. McRoberts, Davide Travaglini, Marco Marchetti, Giuseppe Scarascia Mugnozza, Gherardo Chirici
A New Method for Automated Clearcut Disturbance Detection in Mediterranean Coppice Forests Using Landsat Time Series. Remote. Sens. 12 (22) (2020)
Giovanni Santopuoli, Mirko Di Febbraro, Mauro Maesano, Marco Balsi, Marco Marchetti, Bruno Lasserre
Machine Learning Algorithms to Predict Tree-Related Microhabitats using Airborne Laser Scanning. Remote. Sens. 12 (13) (2020)
Luca Bernasconi, Gherardo Chirici, Marco Marchetti
Biomass Estimation of Xerophytic Forests Using Visible Aerial Imagery: Contrasting Single-Tree and Area-Based Approaches. Remote. Sens. 9 (4) (2017)
Fabio Maselli, Marta Chiesi, Matteo Mura, Marco Marchetti, Piermaria Corona, Gherardo Chirici
Combination of optical and LiDAR satellite imagery with forest inventory data to improve wall-to-wall assessment of growing stock in Italy. Int. J. Appl. Earth Obs. Geoinformation 26 (2014)
Salvatore Esposito, Matteo Mura, Paolo Fallavollita, Marco Balsi, Gherardo Chirici, Arturo Oradini, Marco Marchetti
Performance evaluation of lightweight LiDAR for UAV applications. IGARSS (2014)
Gherardo Chirici, Roberto Scotti, Alessandro Montaghi, Anna Barbati, Rosaria Cartisano, Giovanni Lopez, Marco Marchetti, Ronald E. McRoberts, Håkan Olsson, Piermaria Corona
Stochastic gradient boosting classification trees for forest fuel types mapping through airborne laser scanning and IRS LISS-III imagery. Int. J. Appl. Earth Obs. Geoinformation 25 (2013)
Elena Baralis, Luca Cagliero, Tania Cerquitelli, Paolo Garza, Marco Marchetti
CAS-Mine: providing personalized services in context-aware applications by means of generalized rules. Knowl. Inf. Syst. 28 (2) (2011)
Elena Baralis, Luca Cagliero, Tania Cerquitelli, Paolo Garza, Marco Marchetti
Generalized Association Rules to Support Context-aware User and Service Profiling. SEBD (2009)
Elena Baralis, Luca Cagliero, Tania Cerquitelli, Paolo Garza, Marco Marchetti
Context-Aware User and Service Profiling by Means of Generalized Association Rules. KES (2) (2009)
Jordi Docter, Carlo Alberto Licciardi, Marco Marchetti
The Telecom Industry and Context Awareness. ICMB (2007)
Luca Buriano, Marco Marchetti, Francesca Carmagnola, Federica Cena, Cristina Gena, Ilaria Torre
The Role of Ontologies in Context-Aware Recommender Systems. MDM (2006)
Carlo Ricotta, Piermaria Corona, Marco Marchetti, Gherardo Chirici, S. Innamorati
LaDy: software for assessing local landscape diversity profiles of raster land cover maps using geographic windows. Environ. Model. Softw. 18 (3-4) (2003)