Marco Quartulli

Orcid: 0000-0001-5735-2072

According to our database1, Marco Quartulli authored at least 41 papers between 2002 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Probabilistic Bayesian Neural Networks for olive phenology prediction in precision agriculture.
Ecol. Informatics, 2024

Pixel-Level Quality Indicator for Image Data Annotation.
Proceedings of the IGARSS 2024, 2024

Adaptation of Diffusion Models for Remote Sensing Imagery.
Proceedings of the IGARSS 2024, 2024

Building Surrogate Models Using Trajectories of Agents Trained by Reinforcement Learning.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

2023
A Scalable Framework for Annotating Photovoltaic Cell Defects in Electroluminescence Images.
IEEE Trans. Ind. Informatics, 2023

Visual Analytics Platform for Centralized COVID-19 Digital Contact Tracing.
IEEE Computer Graphics and Applications, 2023

Estimating NDVI from SAR Images Using Conditional Generative Adversarial Networks.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022
Refinery 4.0, a Review of the Main Challenges of the Industry 4.0 Paradigm in Oil & Gas Downstream.
Sensors, 2022

Storehouse: a Reinforcement Learning Environment for Optimizing Warehouse Management.
Proceedings of the International Joint Conference on Neural Networks, 2022

Integrating Pre-Processing Pipelines in ODC Based Framework.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Methodology for Online Phenology Prediction Service Creation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Artificial Intelligence from Industry 5.0 perspective: Is the Technology Ready to Meet the Challenge?
Proceedings of Interoperability for Enterprise Systems and Applications Workshops co-located with 11th International Conference on Interoperability for Enterprise Systems and Applications (I-ESA 2022), 2022

Relevance of Visualization and Interaction Technologies for Industry 5.0.
Proceedings of Interoperability for Enterprise Systems and Applications Workshops co-located with 11th International Conference on Interoperability for Enterprise Systems and Applications (I-ESA 2022), 2022

2021
Comparison of Climate Reanalysis and Remote-Sensing Data for Predicting Olive Phenology through Machine-Learning Methods.
Remote. Sens., 2021

Segmentation of cell-level anomalies in electroluminescence images of photovoltaic modules.
CoRR, 2021

Towards Smart Data Selection From Time Series Using Statistical Methods.
IEEE Access, 2021

Geo-Imagery Management and Statistical Processing in a Regional Context Using Open Data Cube.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
Analysis of Copernicus' ERA5 Climate Reanalysis Data as a Replacement for Weather Station Temperature Measurements in Machine Learning Models for Olive Phenology Phase Prediction.
Sensors, 2020

Machine Learning for olive phenology prediction and base temperature optimisation.
Proceedings of the 2020 Global Internet of Things Summit, 2020

2019
Determining input variable ranges in Industry 4.0: A heuristic for estimating the domain of a real-valued function or trained regression model given an output range.
CoRR, 2019

Determining input variable ranges given a trained regression model and an output range.
Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019

2018
Network Resource Allocation System for QoE-Aware Delivery of Media Services in 5G Networks.
IEEE Trans. Broadcast., 2018

2016
Machine Learning for Autonomic Network Management in a Connected Cars Scenario.
Proceedings of the Communication Technologies for Vehicles - 10th International Workshop, 2016

2015
Web-Based Supervised Thematic Mapping.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Distributed mining of large scale remote sensing image archives on public computing infrastructures.
CoRR, 2015

BIG-SKY-EARTH: Reinforcing the bridge between astro- and geo-informatics.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Beyond the lambda architecture: Effective scheduling for large scale EO information mining and interactive thematic mapping.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Optimised data structures for large scale content-based geo-indexing.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Large scale thematic mapping by supervised machine learning on 'big data' distributed cluster computing frameworks.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Linked open data for raster and vector geospatial information processing.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
Trace Transform Based Method for Color Image Domain Identification.
IEEE Trans. Multim., 2014

Identification of plant species on large botanical image datasets.
Proceedings of the 1st International Workshop on Environnmental Multimedia Retrieval co-located with ACM International Conference on Multimedia Retrieval, 2014

2012
A review of EO Mining
CoRR, 2012

Query by example in Earth-Observation image archive using data compression-based approach.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2007
Integrating point, curve and area descriptors into geospatial databases for metric resolution SAR image analysis.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

2005
Hierarchical Bayesian analysis of high complexity data for the inversion of metric InSAR in urban environments
PhD thesis, 2005

2004
Stochastic geometrical modeling for built-up area understanding from a single SAR intensity image with meter resolution.
IEEE Trans. Geosci. Remote. Sens., 2004

2003
Information fusion for scene understanding from interferometric SAR data in urban environments.
IEEE Trans. Geosci. Remote. Sens., 2003

Information mining in remote sensing image archives: system concepts.
IEEE Trans. Geosci. Remote. Sens., 2003

Stochastic modelling for structure reconstruction from high-resolution SAR data.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

2002
Information extraction from high resolution SAR data.
Proceedings of the 11th European Signal Processing Conference, 2002


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