@article{classificationofhigalaxyprofilesusing, title = {Classification of HI Galaxy Profiles Using Unsupervised Learning and Convolutional Neural Networks: A Comparative Analysis and Methodological Cases of Studies}, author = {Gabriel Jaimes-Illanes and Manuel Parra-Royon and Laura Darriba-Pol and Javier Moldón and Amidou Sorgho and Susana Sánchez-Expósito and Julián Garrido-Sánchez and Lourdes Verdes-Montenegro}, year = {2025}, eprint = {2501.11657}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2501.11657v1}, }