Miguel
García Torres
![Foto de Miguel](/img/nophoto.png)
![Foto de Universidad Nacional de Asunción](/img/noimage_org.png)
Universidad Nacional de Asunción
San Lorenzo, ParaguayPublicaciones en colaboración con investigadores/as de Universidad Nacional de Asunción (27)
2024
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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
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Feature selection: a perspective on inter-attribute cooperation
International Journal of Data Science and Analytics, Vol. 17, Núm. 2, pp. 139-151
2023
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Dataset of fundus images for the diagnosis of ocular toxoplasmosis
Data in Brief
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Multiclass Classification of Ocular Toxoplasmosis from Fundus Images with Residual Neural Networks
Iberian Conference on Information Systems and Technologies, CISTI
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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
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Automatic Diagnosis of Diabetic Retinopathy from Fundus Images Using Neuro-Evolutionary Algorithms
Studies in Health Technology and Informatics
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Distribution level electric current consumption and meteorological data set of the east region of Paraguay
Data in Brief
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Measuring Interactions in Categorical Datasets Using Multivariate Symmetrical Uncertainty
Entropy, Vol. 24, Núm. 1
2021
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A mathematical model for covid-19 with variable transmissibility and hospitalizations: A case study in paraguay
Applied Sciences (Switzerland), Vol. 11, Núm. 20
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A trust-based methodology to evaluate deep learning models for automatic diagnosis of ocular toxoplasmosis from fundus images
Diagnostics, Vol. 11, Núm. 11
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Automatic Diagnosis of Ocular Toxoplasmosis from Fundus Images with Residual Neural Networks
Studies in health technology and informatics, Vol. 281, pp. 173-177
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Dataset from fundus images for the study of diabetic retinopathy
Data in Brief
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Dermoscopy images enhancement via multi-scale morphological operations
Applied Sciences (Switzerland), Vol. 11, Núm. 19
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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
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Redundancy is not necessarily detrimental in classification problems
Mathematics, Vol. 9, Núm. 22
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Technical analysis strategy optimization using a machine learning approach in stock market indices[Formula presented]
Knowledge-Based Systems, Vol. 225
2020
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A multi-objective approach for designing optimized operation sequence on binary image processing
Heliyon, Vol. 6, Núm. 4
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Analysis of Teacher Training in Mathematics in Paraguay’s Elementary Education System Using Machine Learning Techniques
Advances in Intelligent Systems and Computing
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Multi-Objective Pareto Histogram Equalization
Electronic Notes in Theoretical Computer Science, Vol. 349, pp. 3-23
2019
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A multivariate approach to the symmetrical uncertainty measure: Application to feature selection problem
Information Sciences, Vol. 494, pp. 1-20