Indexing data cubes for content-based searches in radio astronomy. - Mauricio Araya; Gabriel Candia; Rodrigo Gregorio; Marcelo Mendoza; Mauricio Solar (Astron. Comput., 2016)

Multiresolution and Hierarchical Analysis of Astronomical Spectroscopic Cubes using 3D Discrete Wavelet Transform. - Martín Villanueva; Mauricio Araya (CoRR, 2017)

Refining Exoplanet Detection Using Supervised Learning and Feature Engineering. - Margarita Constanza Bugueño; Francisco Alejandro Mena; Mauricio Araya (CLEI, 2018)

Unsupervised learning of structure in spectroscopic cubes. - Mauricio Araya; Marcelo Mendoza; Mauricio Solar; Diego Mardones; Amelia Bayo (Astron. Comput., 2018)

JOVIAL: Notebook-based astronomical data analysis in the cloud. - Mauricio Araya; Maximiliano Osorio; Matías Díaz 002; Carlos Ponce; Martín Villanueva; Camilo Valenzuela; Mauricio Solar (Astron. Comput., 2018)

Retina-inspired Visual Module for Robot Navigation in Complex Environments. - Hans Lehnert; María-José Escobar; Mauricio Araya (IJCNN, 2019)

Compressed Data Structures for Astronomical Content-Aware Resource Search. - Mauricio Araya; Diego Arroyuelo; Camilo Saldías; Mauricio Solar (SCCC, 2019)

Classical Machine Learning Techniques in the Search of Extrasolar Planets. - Francisco Alejandro Mena; Margarita Constanza Bugueño; Mauricio Araya (CLEI Electron. J., 2019)

A Digital Platform for the Management of Grapes and Wine Quality in the Winery. - Ricardo Luna 002; Mauricio Araya; José Caris; José Cuevas-Valenzuela (SCCC, 2020)

A New Content-Based Image Retrieval System for SARS-CoV-2 Computer-Aided Diagnosis. - Gabriel Molina; Marcelo Mendoza; Ignacio Loayza; Camilo Núñez; Mauricio Araya; Victor Castañeda; Mauricio Solar (MICAD, 2021)

Harnessing the power of CNNs for unevenly-sampled light-curves using Markov Transition Field. - Margarita Constanza Bugueño; Gabriel Molina; Francisco Alejandro Mena; P. Olivares; Mauricio Araya (Astron. Comput., 2021)

Enhancing Intra-modal Similarity in a Cross-Modal Triplet Loss. - Mario Mallea; Ricardo Ñanculef; Mauricio Araya (DS, 2023)

Deep Learning Semi-Supervised Strategy for Gamma/Hadron Classification of Imaging Atmospheric Cherenkov Telescope Events. - Diego Riquelme; Mauricio Araya; Sebastian Borquez; Boris Panes; Edson Carquin (ICPRAM, 2023)

GenoVi, an open-source automated circular genome visualizer for bacteria and archaea. - Andrés Cumsille; Roberto E. Durán; Andrea Rodríguez-Delherbe; Vicente Saona-Urmeneta; Beatriz Cámara; Michael Seeger; Mauricio Araya; Nicolás A. Jara; Carlos Buil-Aranda (PLoS Comput. Biol., 2023)

Recovering Latent Hierarchical Relationships in Image Datasets Through Hyperbolic Embeddings. - Ian Roberts; Mauricio Araya; Ricardo Ñanculef; Mario Mallea (CIARP (1), 2024)

ALPACS: Interoperable Repository of Medical Images. - Mauricio Solar; Mauricio Araya; Ricardo Ñanculef; Lioubov Dombrovskaia; Victor Castañeda; Ian Roberts (CLEI, 2024)

Deciphering Deep Reinforcement Learning: Towards Explainable Decision-Making in Optical Networks. - Jorge Bermúdez Cedeño; Hermann Pemplefort; Patricia Morales; Mauricio Araya; Nicolás A. Jara (HPSR, 2024)

Towards Reconstructing the Filamentary Structure of an Only Partially Visible Cosmic Web with Deep Learning and 3D Cosmological Simulations. - Gonzalo Aichele; Mauricio Araya; Rory Smith (ISCMI, 2024)

A Data Ingestion Procedure towards a Medical Images Repository. - Mauricio Solar; Victor Castañeda; Ricardo Ñanculef; Lioubov Dombrovskaia; Mauricio Araya (Sensors, 2024)

Assessing GPT as a Weak Oracle for Annotating Radiological Studies. - Joaquín De Ferrari; Ricardo Ñanculef; Domingo Benoit; Mauricio Araya; Mauricio Solar (AIME (1), 2025)

Intramodal consistency in triplet-based cross-modal learning for image retrieval. - Mario Mallea; Ricardo Ñanculef; Mauricio Araya (Mach. Learn., 2025)

A transformer approach for predicting transitions in emotional trajectory directly from music audio. - Pascal A. Stoller; Mauricio Araya (Neural Comput. Appl., 2025)