5 citations · 7 across the 3 of their papers we have counts for
3 papers
On-board Remote-Sensing Foundation Models for Unsupervised Change Detection of Disaster Events
S. Ramírez-Gallego
Remote Sensing Foundation Models (RSFMs) have emerged as a powerful alternative to supervised models for Earth Observation, allowing satellites to autonomously trigger high-resolut…
BELIEF: A distance-based redundancy-proof feature selection method for Big Data
Sergio Ramírez-Gallego, Salvador García, Ning Xiong +1
With the advent of Big Data era, data reduction methods are highly demanded given its ability to simplify huge data, and ease complex learning processes. Concretely, algorithms tha…
An Information Theoretic Feature Selection Framework for Big Data under Apache Spark
Sergio Ramírez-Gallego, Héctor Mouriño-Talín, David Martínez-Rego +4
With the advent of extremely high dimensional datasets, dimensionality reduction techniques are becoming mandatory. Among many techniques, feature selection has been growing in int…