Mauricio Araya

According to our database, Mauricio Araya authored at least 18 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Data Ingestion Procedure towards a Medical Images Repository.

Mauricio Solar, Victor Castañeda, Ricardo Ñanculef, Lioubov Dombrovskaia, Mauricio Araya

Sensors, August, 2024

Deciphering Deep Reinforcement Learning: Towards Explainable Decision-Making in Optical Networks.

Jorge Bermúdez Cedeño, Hermann Pemplefort, Patricia Morales, Mauricio Araya, Nicolás A. Jara

Proceedings of the 25th IEEE International Conference on High Performance Switching and Routing, 2024

ALPACS: Interoperable Repository of Medical Images.

Mauricio Solar, Mauricio Araya, Ricardo Ñanculef, Lioubov Dombrovskaia, Victor Castañeda, Ian Roberts

Proceedings of the L Latin American Computer Conference, 2024

Recovering Latent Hierarchical Relationships in Image Datasets Through Hyperbolic Embeddings.

Ian Roberts, Mauricio Araya, Ricardo Ñanculef, Mario Mallea

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2024

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

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

Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, 2023

Enhancing Intra-modal Similarity in a Cross-Modal Triplet Loss.

Mario Mallea, Ricardo Ñanculef, Mauricio Araya

Proceedings of the Discovery Science - 26th International Conference, 2023

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

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

Proceedings of 2021 International Conference on Medical Imaging and Computer-Aided Diagnosis, 2021

2020

A Digital Platform for the Management of Grapes and Wine Quality in the Winery.

Ricardo Luna, Mauricio Araya, José Caris, José Cuevas-Valenzuela

Proceedings of the 39th International Conference of the Chilean Computer Science Society, 2020

2019

Classical Machine Learning Techniques in the Search of Extrasolar Planets.

Francisco Alejandro Mena, Margarita Constanza Bugueño, Mauricio Araya

CLEI Electron. J., 2019

Compressed Data Structures for Astronomical Content-Aware Resource Search.

Mauricio Araya, Diego Arroyuelo, Camilo Saldías, Mauricio Solar

Proceedings of the 38th International Conference of the Chilean Computer Science Society, 2019

Retina-inspired Visual Module for Robot Navigation in Complex Environments.

Hans Lehnert, María-José Escobar, Mauricio Araya

Proceedings of the International Joint Conference on Neural Networks, 2019

2018

JOVIAL: Notebook-based astronomical data analysis in the cloud.

Mauricio Araya, Maximiliano Osorio, Matías Díaz, Carlos Ponce, Martín Villanueva, Camilo Valenzuela, Mauricio Solar

Astron. Comput., 2018

Unsupervised learning of structure in spectroscopic cubes.

Mauricio Araya, Marcelo Mendoza, Mauricio Solar, Diego Mardones, Amelia Bayo

Astron. Comput., 2018

Refining Exoplanet Detection Using Supervised Learning and Feature Engineering.

Margarita Constanza Bugueño, Francisco Alejandro Mena, Mauricio Araya

Proceedings of the XLIV Latin American Computer Conference, 2018

2017

Multiresolution and Hierarchical Analysis of Astronomical Spectroscopic Cubes using 3D Discrete Wavelet Transform.

Martín Villanueva, Mauricio Araya

CoRR, 2017

2016

Indexing data cubes for content-based searches in radio astronomy.

Mauricio Araya, Gabriel Candia, Rodrigo Gregorio, Marcelo Mendoza, Mauricio Solar

Astron. Comput., 2016