2 papers
cs.CL2025
Enhancing Omics Cohort Discovery for Research on Neurodegeneration through Ontology-Augmented Embedding Models
José A. Pardo, Alicia Gómez-Pascual, José T. Palma +1
The growing volume of omics and clinical data generated for neurodegenerative diseases (NDs) requires new approaches for their curation so they can be ready-to-use in bioinformatic…
cs.LG2025
FILM: Framework for Imbalanced Learning Machines based on a new unbiased performance measure and a new ensemble-based technique
Antonio Guillén-Teruel, Marcos Caracena, Jose A. Pardo +3
This research addresses the challenges of handling unbalanced datasets for binary classification tasks. In such scenarios, standard evaluation metrics are often biased by the dispr…