Classification of HI Galaxy Profiles Using Unsupervised Learning and Convolutional Neural Networks: A Comparative Analysis and Methodological Cases of Studies. - Gabriel Jaimes-Illanes; Manuel Parra-Royon; Laura Darriba-Pol; Javier Moldón; Amidou Sorgho; Susana Sánchez-Expósito; Julián Garrido-Sánchez; Lourdes Verdes-Montenegro (CoRR, 2025)