2023/10/12: Our paper "A Spatial-Spectral Classification Method Based on Deep Learning for Controlling Pelagic Fish Landings in Chile" has been accepted for publication in Sensors Journal [accepted]
2023/10/12: Our paper "A Spatial-Spectral Classification Method Based on Deep Learning for Controlling Pelagic Fish Landings in Chile" has been accepted for publication in Sensors Journal [accepted]
2023/09/10: Our paper "Combining Regular Expressions and Supervised Algorithms for Clinical Text Classification" has been accepted for presentation in the 24th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL), Évora, Portugal [link]
2023/09/10: Our paper "Combining Regular Expressions and Supervised Algorithms for Clinical Text Classification" has been accepted for presentation in the 24th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL), Évora, Portugal [link]
2023/02/14: Our paper entitled "An Automated Assessment of Early Math Abilities Based on Digital Games" has been accepted for presentation in the 11th International Conference on Information and Education Technology (ICIET 2023), Fujisawa, Japan [link]
2023/02/14: Our paper entitled "An Automated Assessment of Early Math Abilities Based on Digital Games" has been accepted for presentation in the 11th International Conference on Information and Education Technology (ICIET 2023), Fujisawa, Japan [link]
2023/02/06: Our paper entitled "A Physician's Perspective on the Incorporation of Pictograms as a Supplement to Medical Instructions in Chile: A Pilot Study" has been published in the journal Innovation and Research in BioMedical engineering (IRBM) [link]
2023/02/06: Our paper entitled "A Physician's Perspective on the Incorporation of Pictograms as a Supplement to Medical Instructions in Chile: A Pilot Study" has been published in the journal Innovation and Research in BioMedical engineering (IRBM) [link]
2022/12/23: The project entitled "Active learning algorithms for automatic image classification" has been selected for the undergraduate research fund at the Universidad de O'Higgins [link]
2022/12/23: The project entitled "Active learning algorithms for automatic image classification" has been selected for the undergraduate research fund at the Universidad de O'Higgins [link]
2022/12/21: Thrilled to announce that the work entitled "Accurate prediction of microRNA using machine learning algorithms" has been awarded second place in ChileWic 2022 [link]
2022/12/21: Thrilled to announce that the work entitled "Accurate prediction of microRNA using machine learning algorithms" has been awarded second place in ChileWic 2022 [link]
2022/11/26: Available projects (closed): Fondo de Investigación para Estudiantes de Pregrado 2023 - UOH [link]
2022/11/26: Available projects (closed): Fondo de Investigación para Estudiantes de Pregrado 2023 - UOH [link]
Active learning algorithms for automatic image classification
Main goal:
Implement active learning algorithms for automatic image classification
Specific goals:
Create labeled databases in the image domain
Implement classification algorithms and active learning curves
Skills: Python (Scikit-learn, Keras/Pytorch, and OpenCV/skimage libraries)
Semi-supervised learning algorithms for automatic image classification
Main goal:
Implement semi-supervised learning algorithms for automatic image classification
Specific goals:
Create labeled databases in the image domain
Implement classification algorithms and semi-supervised learning curves