Mauricio Araya

25 papers B 2C 4Journal 13Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
A transformer approach for predicting transitions in emotional trajectory directly from music audio.
Neural Comput. Appl.
Pascal A. Stoller, Mauricio Araya
2025 — conf
Assessing GPT as a Weak Oracle for Annotating Radiological Studies.
AIME (1)
Joaquín De Ferrari, Ricardo Ñanculef, Domingo Benoit, Mauricio Araya, Mauricio Solar
2025 J jnl
Intramodal consistency in triplet-based cross-modal learning for image retrieval.
Mach. Learn.
Mario Mallea, Ricardo Ñanculef, Mauricio Araya
2025 J jnl
Negative dataset selection impacts machine learning-based predictors for multiple bacterial species promoters.
Bioinform.
Marcelo González, Roberto E. Durán, Michael Seeger, Mauricio Araya, Nicolás A. Jara
2025 J jnl
Understanding deep reinforcement learning: Enhancing explainable decision-making in optical networks.
ICT Express
Jorge A. Bermúdez, Patricia Morales, Hermann Pempelfort, Mauricio Araya, Nicolás A. Jara
2024 J jnl
A Data Ingestion Procedure towards a Medical Images Repository.
Sensors
Mauricio Solar, Victor Castañeda, Ricardo Ñanculef, Lioubov Dombrovskaia, Mauricio Araya
2024 C conf
ALPACS: Interoperable Repository of Medical Images.
CLEI
Mauricio Solar, Mauricio Araya, Ricardo Ñanculef, Lioubov Dombrovskaia, Victor Castañeda, Ian Roberts
2024 C conf
Deciphering Deep Reinforcement Learning: Towards Explainable Decision-Making in Optical Networks.
HPSR
Jorge Bermúdez Cedeño, Hermann Pemplefort, Patricia Morales, Mauricio Araya, Nicolás A. Jara
2024 — conf
Recovering Latent Hierarchical Relationships in Image Datasets Through Hyperbolic Embeddings.
CIARP (1)
Ian Roberts, Mauricio Araya, Ricardo Ñanculef, Mario Mallea
2024 — conf
Towards Reconstructing the Filamentary Structure of an Only Partially Visible Cosmic Web with Deep Learning and 3D Cosmological Simulations.
ISCMI
Gonzalo Aichele, Mauricio Araya, Rory Smith
2023 C conf
Deep Learning Semi-Supervised Strategy for Gamma/Hadron Classification of Imaging Atmospheric Cherenkov Telescope Events.
ICPRAM
Diego Riquelme, Mauricio Araya, Sebastian Borquez, Boris Panes, Edson Carquin
2023 B conf
Enhancing Intra-modal Similarity in a Cross-Modal Triplet Loss.
DS
Mario Mallea, Ricardo Ñanculef, Mauricio Araya
2023 J jnl
GenoVi, an open-source automated circular genome visualizer for bacteria and archaea.
PLoS Comput. Biol.
Andrés Cumsille, Roberto E. Durán, Andrea Rodríguez-Delherbe, Vicente Saona-Urmeneta, Beatriz Cámara, Michael Seeger, Mauricio Araya, Nicolás A. Jara, Carlos Buil-Aranda
2021 — conf
A New Content-Based Image Retrieval System for SARS-CoV-2 Computer-Aided Diagnosis.
MICAD
Gabriel Molina, Marcelo Mendoza, Ignacio Loayza, Camilo Núñez, Mauricio Araya, Victor Castañeda, Mauricio Solar
2021 J jnl
Harnessing the power of CNNs for unevenly-sampled light-curves using Markov Transition Field.
Astron. Comput.
Margarita Constanza Bugueño, Gabriel Molina, Francisco Alejandro Mena, Patricio Olivares, Mauricio Araya
2020 — conf
A Digital Platform for the Management of Grapes and Wine Quality in the Winery.
SCCC
Ricardo Luna, Mauricio Araya, José Caris, José Cuevas-Valenzuela
2019 J jnl
Classical Machine Learning Techniques in the Search of Extrasolar Planets.
CLEI Electron. J.
Francisco Alejandro Mena, Margarita Constanza Bugueño, Mauricio Araya
2019 — conf
Compressed Data Structures for Astronomical Content-Aware Resource Search.
SCCC
Mauricio Araya, Diego Arroyuelo, Camilo Saldías, Mauricio Solar
2019 B conf
Retina-inspired Visual Module for Robot Navigation in Complex Environments.
IJCNN
Hans Lehnert, María-José Escobar, Mauricio Araya
2018 J jnl
JOVIAL: Notebook-based Astronomical Data Analysis in the Cloud.
CoRR
Mauricio Araya, Maximiliano Osorio, Matías Díaz, Carlos Ponce, Martín Villanueva, Camilo Valenzuela, Mauricio Solar
2018 J jnl
JOVIAL: Notebook-based astronomical data analysis in the cloud.
Astron. Comput.
Mauricio Araya, Maximiliano Osorio, Matías Díaz, Carlos Ponce, Martín Villanueva, Camilo Valenzuela, Mauricio Solar
2018 C conf
Refining Exoplanet Detection Using Supervised Learning and Feature Engineering.
CLEI
Margarita Constanza Bugueño, Francisco Alejandro Mena, Mauricio Araya
2018 J jnl
Unsupervised learning of structure in spectroscopic cubes.
Astron. Comput.
Mauricio Araya, Marcelo Mendoza, Mauricio Solar, Diego Mardones, Amelia Bayo
2017 J jnl
Multiresolution and Hierarchical Analysis of Astronomical Spectroscopic Cubes using 3D Discrete Wavelet Transform.
CoRR
Martín Villanueva, Mauricio Araya
2016 J jnl
Indexing data cubes for content-based searches in radio astronomy.
Astron. Comput.
Mauricio Araya, Gabriel Candia, Rodrigo Gregorio, Marcelo Mendoza, Mauricio Solar