Luca Barco

Ph.D. candidate in Ingegneria Informatica E Dei Sistemi , 40^th cycle (2024-2027)
Department of Control and Computer Engineering (DAUIN)

Docente esterno e/o collaboratore didattico
Department of Control and Computer Engineering (DAUIN)

luca.barco@polito.it

Profile

PhD

Research topic

Spatio-Temporal Data Analytics on Heterogeneous Data

Tutors

Paolo Garza
Edoardo Arnaudo

Research interests

Data science, Computer vision and AI

Biography

Luca Barco is a researcher at the LINKS Foundation, specializing in Computer Vision applications and Earth Observation data analysis. He graduated in Computer Engineering with a specialization in Data Analytics in December 2021. In 2024, he started his PhD at the Database and Data Mining Group (DBDMG) at the Polytechnic University of Turin. His research focuses on the development of Artificial Intelligence algorithms and models for analyzing heterogeneous spatio-temporal data, such as satellite images, sensor time series, and texts. The main goal is to explore how integrating data of different natures can improve the performance of predictive and descriptive algorithms, contributing to a deeper understanding and innovative solutions for complex problems.

Teaching

Teachings

Master of Science

Applied data science project. A.A. 2024/25, DATA SCIENCE AND ENGINEERING. Collaboratore del corso

Research

Research groups

DBDM - Database and Data Mining Group (DAUIN)

Publications

Latest publications View all publications in Porto@Iris

Arnaudo, Edoardo; Barco, Luca; Merlo, Matteo; Rossi, Claudio (In stampa)
Robust Burned Area Delineation through Multitask Learning. In: International Workshops of ECML PKDD 2023, Torino (IT), September 18 -22 2023
Contributo in Atti di Convegno (Proceeding)
Arnaudo, Edoardo; Lungo Vaschetti, Jacopo; Innocenti, Lorenzo; Barco, Luca; Lisi, ... (2024)
FMARS: Annotating Remote Sensing Images for Disaster Management using Foundation Models. In: IEEE International Symposium on Geoscience and Remote Sensing (IGARSS) 2024, Athens (GR), 7-12 July 2024, pp. 3920-3924. ISBN: 979-8-3503-6032-5
Contributo in Atti di Convegno (Proceeding)
Urbanelli, Angelica; Barco, Luca; Arnaudo, Edoardo; Rossi, Claudio (2023)
A Multimodal Supervised Machine Learning Approach for Satellite-based Wildfire Identification in Europe. In: 2023 IEEE International Symposium on Geoscience and Remote Sensing (IGARSS 2023), Pasadena (USA), 16 - 21 July, 2023, pp. 608-611. ISBN: 979-8-3503-2010-7
Contributo in Atti di Convegno (Proceeding)
Galatola, Marco; Arnaudo, Edoardo; Barco, Luca; Rossi, Claudio; Dominici, Fabrizio (2023)
Land Cover Segmentation with Sparse Annotations from Sentinel-2 Imagery. In: 2023 IEEE International Symposium on Geoscience and Remote Sensing (IGARSS 2023), Pasadena (USA), 16 - 21 July, 2023, pp. 6952-6955. ISBN: 979-8-3503-2010-7
Contributo in Atti di Convegno (Proceeding)