TY  - JOUR
AU  - Marín Díaz, Gabriel
AU  - Gómez Medina, Raquel
AU  - Aijón Jiménez, José Alberto
PY  - 2024
DO  - 10.3390/math12182797
SN  - 2227-7390
UR  - https://hdl.handle.net/20.500.14352/129801
T2  - Mathematics
AB  - The classification of galaxies has significantly advanced using machine learning techniques, offering deeper insights into the universe. This study focuses on the typology of galaxies using data from the Galaxy Zoo project, where classifications are...
LA  - eng
M2  - 2797
PB  - MDPI
KW  - Fuzzy C-Means
KW  - explainable AI
KW  - XAI
KW  - SHAP values
KW  - LIME
KW  - citizen science
KW  - astronomy
KW  - machine learning (ML)
TI  - Integrating fuzzy C-means clustering and explainable AI for robust galaxy classification
TY  - journal article
VL  - 12
ER  -