Machine Learning Computer Vision Data-science Astroinformatics Bioinformatics

Current Students
• Mabel Vidal, Ph.D. in Computer Science. Working on new machine learning tools for immunology. University of Concepción, estimated graduation date: 2021.
• Esteban Medina, M. Sc. in Computer Science. Working on de-biasing algorithms. University of Concepción, estimated graduation date: 2022.
• Valentina Hernández, M. Sc. in Computer Science. Working on automatic detection of image findings in COVID-19 computed tomography. University of Concepción, estimated graduation date: 2021.
• Alejandra Fernández, M. Sc. in Computer Science. Working on generative adversarial networks. University of Concepción, estimated graduation date: 2021.
• César Bolívar, M. Sc. in Computer Science. Working on domain adaptation. University of Concepción, estimated graduation date: 2021.
• Alexis Sánchez, M. Sc. in Computer Science. Working on Bayesian neural networks for light curves. University of Concepción, estimated graduation date: 2020.

Alumni:
Master Students:
• Constanza Vásquez, M.Sc. in Computer Science. Working on deep learning for segmentation of medical images for patients with cancer. University of Concepción, 2020.
• Jaime Jiménez, M.Sc. in Electrical Engineering. Working on deep learning for the extraction of entities from clinical information. University of Concepción, 2020.
• Monserrat Martínez, "Galaxy population identification with a Phylogenetic approach", thesis for M.Sc. in Astronomy, University of Concepción, 2020.
• Manuel Pérez, "Adversarial Variational Domain Adaptation For Semi-supervised Image Classification", thesis for M.Sc in Computer Science, University of Concepción, 2019.
• Cristóbal Donoso, "An Hybrid Supervised Model To Detect Anomalous Light Curves", thesis for M.Sc. in Computer Science, University of Concepción, 2019.
• Rodrigo Carrasco, "Image Sequence Simulation And Deep Learning For Astronomical Object Classification", thesis for M.Sc. in Electrical Engineer thesis. Working on convolutional recurrent neural networks. University of Chile, 2019.
• Aldo Concha, "Customer rating of a financial institution using data mining techniques on an incomplete dataset", thesis for M.Sc. in Computer Science, University of Concepción, 2019.
• Ignacio Reyes, “Monitoring and learning of neural networks using information measures and their application in the detection of transient astronomical events”, thesis for M.Sc. in Electrical Engineer thesis, University of Chile, 2019.

Engineer students:
• Éric Fernández, "Development of a framework to query light curves of astronomic objects from different sources", thesis for Computer Engineering. in Computer Science, University of Concepción, estimated graduation date: 2021.
• Daniel Ortega, "Tree density estimation using satellite imagery", thesis for Computer Engineering. in Computer Science, University of Concepción, 2020.
• Martín Pincheira, "Mobile application to estimate facial beauty through convolutional networks and user assessment", thesis for Computer Engineering, University of Concepción, 2019.
• Hector González, "Improvement Of Fire Detection Prototype On Images", thesis for Computer Engineering, University of Concepción, 2019.
• Joaquín Cárdenas, “Prediction of Potential Real Estate Customers for Aitué, Based on Historical Data of its Clients”, thesis for Computer Engineer degree, University of Concepción, Chile, 2018.
• Diego Mesa, “Design and implementation of a prototype of a non-relational database with efficient flow management in the context of astronomical alerts”, thesis for Computer Engineer degree, University of Concepción, Chile, 2018.
• Fernando Caro, “Algorithms for superresolution in astronomical images”, thesis for M.Sc. in Computer Science, University of Chile, 2016.
• Nicolás Miranda, “Molecular line association rules”, thesis for Computer Engineering, University of Chile, 2014.