Marco Quartulli

51 papers B 1C 15Journal 26Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Surrogate model of a HVAC system for PV self-consumption maximisation. CoRR Breno Da Costa Paulo, Naiara Aginako, J. Ugartemendia, Iker Landa del Barrio, Marco Quartulli, Haritza Camblong
2025	J	`jnl`	Building surrogate models using trajectories of agents trained by Reinforcement Learning. CoRR Julen Cestero, Marco Quartulli, Marcello Restelli
2025	J	`jnl`	Limitations of Physics-Informed Neural Networks: a Study on Smart Grid Surrogation. CoRR Julen Cestero, Carmine Delle Femine, Kenji S. Muro, Marco Quartulli, Marcello Restelli
2025	J	`jnl`	Optimizing Energy Management of Smart Grid using Reinforcement Learning aided by Surrogate models built using Physics-informed Neural Networks. CoRR Julen Cestero, Carmine Delle Femine, Kenji S. Muro, Marco Quartulli, Marcello Restelli
2025	—	`conf`	Privacy-Preserving and Personalized AI Modules for E-Commerce Platforms. EANN (2) Arantzazu Florez Tapia, Izar Azpiroz, Ane Miren Florez-Tapia, Amaia Gil, Elena Zotova, Roger Solsona, Igor García Olaizola, Marco Quartulli
2024	C	`conf`	Adaptation of Diffusion Models for Remote Sensing Imagery. IGARSS Adriano Ettari, Antonio Nappa, Marco Quartulli, Izar Azpiroz, Giuseppe Longo
2024	—	`conf`	Building Surrogate Models Using Trajectories of Agents Trained by Reinforcement Learning. ICANN (4) Julen Cestero, Marco Quartulli, Marcello Restelli
2024	J	`jnl`	Integrated Water Resource Management in the Segura Hydrographic Basin: An Artificial Intelligence Approach. CoRR Urtzi Otamendi, Mikel Maiza, Igor G. Olaizola, Basilio Sierra, Markel Flores, Marco Quartulli
2024	C	`conf`	Pixel-Level Quality Indicator for Image Data Annotation. IGARSS Mikel de la Fuente, Paula Gonzalez, Izar Azpiroz, Mikel Maiza, Nagore Barrena, Marco Quartulli
2024	J	`jnl`	Probabilistic Bayesian Neural Networks for olive phenology prediction in precision agriculture. Ecol. Informatics Antonio Nappa, Marco Quartulli, Izar Azpiroz, Susanna Marchi, Diego Guidotti, Michele Staiano, Roberta Siciliano
2023	J	`jnl`	A Scalable Framework for Annotating Photovoltaic Cell Defects in Electroluminescence Images. IEEE Trans. Ind. Informatics Urtzi Otamendi, Iñigo Martinez, Igor García Olaizola, Marco Quartulli
2023	C	`conf`	Estimating NDVI from SAR Images Using Conditional Generative Adversarial Networks. IGARSS Pietro Soglia, Paula Gonzalez, Izar Azpiroz, Urtzi Otamendi, Marco Quartulli, Sergio Salata
2023	J	`jnl`	Visual Analytics Platform for Centralized COVID-19 Digital Contact Tracing. IEEE Computer Graphics and Applications Igor García Olaizola, Jan Lukas Bruse, Juan Odriozola, Arkaitz Artetxe, David Velásquez, Marco Quartulli, Jorge Posada
2022	J	`jnl`	A scalable framework for annotating photovoltaic cell defects in electroluminescence images. CoRR Urtzi Otamendi, Iñigo Martinez, Igor G. Olaizola, Marco Quartulli
2022	—	`conf`	Artificial Intelligence from Industry 5.0 perspective: Is the Technology Ready to Meet the Challenge? I-ESA Workshops Igor García Olaizola, Marco Quartulli, Ander García, Iñigo Barandiaran
2022	J	`jnl`	Geo-imagery management and statistical processing in a regional context using Open Data Cube. CoRR Urtzi Otamendi, Izar Azpiroz, Marco Quartulli, Igor G. Olaizola, Francisco J. Perez, David Alda, Xabier Garitano
2022	C	`conf`	Integrating Pre-Processing Pipelines in ODC Based Framework. IGARSS Urtzi Otamendi, Izar Azpiroz, Marco Quartulli, Igor G. Olaizola
2022	J	`jnl`	Integrating pre-processing pipelines in ODC based framework. CoRR Urtzi Otamendi, Izar Azpiroz, Marco Quartulli, Igor G. Olaizola
2022	C	`conf`	Methodology for Online Phenology Prediction Service Creation. IGARSS Izar Azpiroz, Marco Quartulli, Igor G. Olaizola
2022	J	`jnl`	Refinery 4.0, a Review of the Main Challenges of the Industry 4.0 Paradigm in Oil & Gas Downstream. Sensors Igor G. Olaizola, Marco Quartulli, Elias Unzueta, Juan Goicolea, Julián Flórez
2022	—	`conf`	Relevance of Visualization and Interaction Technologies for Industry 5.0. I-ESA Workshops Ander García, Marco Quartulli, Igor G. Olaizola, Iñigo Barandiaran
2022	B	`conf`	Storehouse: a Reinforcement Learning Environment for Optimizing Warehouse Management. IJCNN Julen Cestero, Marco Quartulli, Alberto Maria Metelli, Marcello Restelli
2022	J	`jnl`	Storehouse: a Reinforcement Learning Environment for Optimizing Warehouse Management. CoRR Julen Cestero, Marco Quartulli, Alberto Maria Metelli, Marcello Restelli
2021	J	`jnl`	Comparison of Climate Reanalysis and Remote-Sensing Data for Predicting Olive Phenology through Machine-Learning Methods. Remote. Sens. Izar Azpiroz, Noelia Oses, Marco Quartulli, Igor G. Olaizola, Diego Guidotti, Susanna Marchi
2021	C	`conf`	Geo-Imagery Management and Statistical Processing in a Regional Context Using Open Data Cube. IGARSS Urtzi Otamendi, Izar Azpiroz, Marco Quartulli, Igor G. Olaizola, Francisco J. Perez, David Alda, Xabier Garitano
2021	J	`jnl`	Segmentation of cell-level anomalies in electroluminescence images of photovoltaic modules. CoRR Urtzi Otamendi, Iñigo Martinez, Marco Quartulli, Igor G. Olaizola, Elisabeth Viles, Werther Cambarau
2021	J	`jnl`	Towards Smart Data Selection From Time Series Using Statistical Methods. IEEE Access Amaia Gil, Marco Quartulli, Igor G. Olaizola, Basilio Sierra
2020	J	`jnl`	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 Noelia Oses, Izar Azpiroz, Susanna Marchi, Diego Guidotti, Marco Quartulli, Igor G. Olaizola
2020	—	`conf`	Machine Learning for olive phenology prediction and base temperature optimisation. GIoTS Noelia Oses, Izar Azpiroz, Marco Quartulli, Igor G. Olaizola, Susanna Marchi, Diego Guidotti
2019	C	`conf`	Determining input variable ranges given a trained regression model and an output range. INDIN Noelia Oses, Aritz Legarretaetxebarria, Marco Quartulli, Igor G. Olaizola, Mikel Serrano
2019	J	`jnl`	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 Noelia Oses, Aritz Legarretaetxebarria, Marco Quartulli, Igor García, Mikel Serrano
2018	J	`jnl`	Network Resource Allocation System for QoE-Aware Delivery of Media Services in 5G Networks. IEEE Trans. Broadcast. Ángel Martín, Jon Egana, Julián Flórez, Jon Montalban, Igor G. Olaizola, Marco Quartulli, Roberto Viola, Mikel Zorrilla
2016	—	`conf`	Machine Learning for Autonomic Network Management in a Connected Cars Scenario. Nets4Cars/Nets4Trains/Nets4Aircraft Gorka Vélez, Marco Quartulli, Ángel Martín, Oihana Otaegui, Haytham Assem
2015	C	`conf`	BIG-SKY-EARTH: Reinforcing the bridge between astro- and geo-informatics. IGARSS Dejan Vinkovic, Marco Quartulli
2015	C	`conf`	Beyond the lambda architecture: Effective scheduling for large scale EO information mining and interactive thematic mapping. IGARSS Marco Quartulli, Javier Lozano, Igor G. Olaizola
2015	J	`jnl`	Distributed mining of large scale remote sensing image archives on public computing infrastructures. CoRR Luigi Mascolo, Marco Quartulli, Pietro Guccione, Giovanni Nico, Igor G. Olaizola
2015	C	`conf`	Large scale thematic mapping by supervised machine learning on 'big data' distributed cluster computing frameworks. IGARSS Javier Lozano, Naiara Aginako, Marco Quartulli, Igor G. Olaizola, Ekaitz Zulueta Guerrero, Pedro M. Iriondo
2015	C	`conf`	Linked open data for raster and vector geospatial information processing. IGARSS Jon Arocena, Javier Lozano, Marco Quartulli, Igor G. Olaizola, Jesús Bermúdez
2015	C	`conf`	Optimised data structures for large scale content-based geo-indexing. IGARSS Luigi Mascolo, Marco Quartulli, Giovanni Nico, Pietro Guccione, Igor G. Olaizola
2015	J	`jnl`	Web-Based Supervised Thematic Mapping. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Javier Lozano Silva, Naiara Aginako, Marco Quartulli, Igor G. Olaizola, Ekaitz Zulueta Guerrero
2014	—	`conf`	Identification of plant species on large botanical image datasets. EMR@ICMR Naiara Aginako, Javier Lozano, Marco Quartulli, Basilio Sierra, Igor G. Olaizola
2014	J	`jnl`	Trace Transform Based Method for Color Image Domain Identification. IEEE Trans. Multim. Igor G. Olaizola, Marco Quartulli, Julián Flórez, Basilio Sierra
2012	J	`jnl`	A review of EO Mining CoRR Marco Quartulli, Igor G. Olaizola
2012	C	`conf`	Query by example in Earth-Observation image archive using data compression-based approach. IGARSS Daniela Espinoza-Molina, Marco Quartulli, Mihai Datcu
2007	C	`conf`	Integrating point, curve and area descriptors into geospatial databases for metric resolution SAR image analysis. IGARSS Serena Avolio, Luca Galli, Davide Passaro, Marco Quartulli, Manuela Sagona, Giusy Sinatra, Carlo Zelli
2005	—	`—`	Hierarchical Bayesian analysis of high complexity data for the inversion of metric InSAR in urban environments Marco Quartulli
2004	J	`jnl`	Stochastic geometrical modeling for built-up area understanding from a single SAR intensity image with meter resolution. IEEE Trans. Geosci. Remote. Sens. Marco Quartulli, Mihai Datcu
2003	J	`jnl`	Information fusion for scene understanding from interferometric SAR data in urban environments. IEEE Trans. Geosci. Remote. Sens. Marco Quartulli, Mihai Datcu
2003	J	`jnl`	Information mining in remote sensing image archives: system concepts. IEEE Trans. Geosci. Remote. Sens. Mihai Datcu, Herbert Daschiel, Andrea Pelizzari, Marco Quartulli, Annalisa Galoppo, Andrea Colapicchioni, Marco Pastori, Klaus Seidel, Pier Giorgio Marchetti, Sergio d'Elia
2003	C	`conf`	Stochastic modelling for structure reconstruction from high-resolution SAR data. IGARSS Marco Quartulli, Mihai Datcu
2002	—	`conf`	Information extraction from high resolution SAR data. EUSIPCO Frédéric Adragna, Mihai Datcu, Irena Hajnsek, Jordi Inglada, Kostas Papathanassiou, David Petit, Marco Quartulli, Jean-Claude Souyris