Publicaciones en colaboración con investigadores/as de Universidad Nacional de Asunción (28)

2024

  1. Feature selection applied to QoS/QoE modeling on video and web-based mobile data services: An ordinal approach

    Computer Communications, Vol. 217, pp. 230-245

  2. Feature selection: a perspective on inter-attribute cooperation

    International Journal of Data Science and Analytics, Vol. 17, Núm. 2, pp. 139-151

2023

  1. Dataset of fundus images for the diagnosis of ocular toxoplasmosis

    Data in Brief

  2. Electric Energy Charge Biclustering A Genetic Algorithms Approach

    Proceedings - IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, ChileCon

  3. Multiclass Classification of Ocular Toxoplasmosis from Fundus Images with Residual Neural Networks

    Iberian Conference on Information Systems and Technologies, CISTI

  4. Multiclass Diabetic Retinopathy Classification of Eye Fundus Images Small Datasets Performance Improvement - A Neuroevolution Approach

    Proceedings - 2023 49th Latin American Computing Conference, CLEI 2023

2022

  1. Automatic Diagnosis of Diabetic Retinopathy from Fundus Images Using Neuro-Evolutionary Algorithms

    Studies in Health Technology and Informatics

  2. Distribution level electric current consumption and meteorological data set of the east region of Paraguay

    Data in Brief

  3. Measuring Interactions in Categorical Datasets Using Multivariate Symmetrical Uncertainty

    Entropy, Vol. 24, Núm. 1

2021

  1. A mathematical model for covid-19 with variable transmissibility and hospitalizations: A case study in paraguay

    Applied Sciences (Switzerland), Vol. 11, Núm. 20

  2. A trust-based methodology to evaluate deep learning models for automatic diagnosis of ocular toxoplasmosis from fundus images

    Diagnostics, Vol. 11, Núm. 11

  3. Automatic Diagnosis of Ocular Toxoplasmosis from Fundus Images with Residual Neural Networks

    Studies in health technology and informatics, Vol. 281, pp. 173-177

  4. Dataset from fundus images for the study of diabetic retinopathy

    Data in Brief

  5. Dermoscopy images enhancement via multi-scale morphological operations

    Applied Sciences (Switzerland), Vol. 11, Núm. 19

  6. Impact of melanocytic lesion image databases on the pre-Training of segmentation tasks using the UNET architecture

    2021 22nd Symposium on Image, Signal Processing and Artificial Vision, STSIVA 2021 - Conference Proceedings

  7. Redundancy is not necessarily detrimental in classification problems

    Mathematics, Vol. 9, Núm. 22

  8. Technical analysis strategy optimization using a machine learning approach in stock market indices[Formula presented]

    Knowledge-Based Systems, Vol. 225

2020

  1. A multi-objective approach for designing optimized operation sequence on binary image processing

    Heliyon, Vol. 6, Núm. 4

  2. Analysis of Teacher Training in Mathematics in Paraguay’s Elementary Education System Using Machine Learning Techniques

    Advances in Intelligent Systems and Computing

  3. Multi-Objective Pareto Histogram Equalization

    Electronic Notes in Theoretical Computer Science, Vol. 349, pp. 3-23