Publicacions (18) Publicacions de Adrián Inés Armas

2024

  1. A topological approach for semi-supervised learning

    Journal of Computational Science, Vol. 82

  2. Analysing semi-supervised learning for image classification using compact networks in the biomedical context

    Soft Computing, Vol. 28, Núm. 15-16, pp. 8931-8943

  3. Semi-supervised Learning Methods for Semantic Segmentation of Polyps

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2023

  1. Evaluación y mejora de las competencias digitales en estudios universitarios

    CUICIID 2023. Congreso Universitario Internacional sobre Comunicación, Innovación, Investigación y Docencia: Libro de Actas

  2. Semi-supervised machine learning: A homological approach

    EACA 2022: XVII Encuentro de Álgebra Computacional y Aplicaciones

2022

  1. GitHub y Google Colaboratory para el desarrollo, comunicación y gestión de prácticas en los laboratorios de informática

    Actas de las Jornadas sobre la Enseñanza Universitaria de la Informática (JENUI), Núm. 7, pp. 183-190

  2. Rating the Severity of Diabetic Retinopathy on a Highly Imbalanced Dataset

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  3. Semi-Supervised Learning for Image Classification using Compact Networks in the BioMedical Context

    [depositado en Arxiv]

2021

  1. Biomedical image classification made easier thanks to transfer and semi-supervised learning

    Computer Methods and Programs in Biomedicine, Vol. 198

  2. MotilityJ: An open-source tool for the classification and segmentation of bacteria on motility images

    Computers in Biology and Medicine, Vol. 136

  3. Prediction of Epiretinal Membrane from Retinal Fundus Images Using Deep Learning

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  4. Towards Document Entity Recognition using Close Domain Transfer Learning.

    XIX Conference of the Spanish Association for Artificial Intelligence (CAEPIA 20/21) Septiembre 22-24, Málaga, España

2020

  1. DeepCompareJ: Comparing Image Classification Models

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2019

  1. Clodsa: A tool for augmentation in classification, localization, detection, semantic segmentation and instance segmentation tasks

    BMC Bioinformatics, Vol. 20, Núm. 1

  2. DeepClas4Bio: Connecting bioimaging tools with deep learning frameworks for image classification

    Computers in Biology and Medicine, Vol. 108, pp. 49-56

  3. Towards integrating imageJ with deep biomedical models

    Advances in Intelligent Systems and Computing

2018

  1. Creación de un servidor de integración continua para gestión y corrección de entregas de prácticas

    Actas de las Jornadas sobre la Enseñanza Universitaria de la Informática (JENUI), Núm. 3

  2. DetectionEvaluationJ: a tool to evaluate object detection algorithms

    Lecture Notes in Computer Science. Proceedings EUROCAST 2017 (Springer)