Mr. Alberto Mario Ceballos-Arroyo Profile

Alberto Mario Ceballos-Arroyo

at Univ Nacional de Colombia

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Publications (2)

Proceedings Article | 3 January 2020 Paper

Towards a machine learning-based approach to forecasting Dengue virus outbreaks in Colombian cities: a case-study: Medellin, Antioquia

Alberto Ceballos-Arroyo, Daniel Maldonado-Perez, Hugo Mesa-Yepes, Laura Perez, Karl Ciuoderis, Guillermo Comach, Jorge Osorio-Benitez, Juan Hernandez-Ortiz, John Branch-Bedoya

Proceedings Volume 11330, 1133016 (2020) https://doi.org/10.1117/12.2547001

KEYWORDS: Data modeling, Neural networks, Climatology, Humidity, Atmospheric modeling, Neurons, Temperature metrology, Transform theory, Databases, Surveillance

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Proceedings Article | 3 January 2020 Paper

Melanoma detection on dermoscopic images using superpixels segmentation and shape-based features

Diego Patiño, Alberto Ceballos-Arroyo, Jairo Rodriguez-Rodriguez, German Sanchez-Torres, John Branch-Bedoya

Proceedings Volume 11330, 1133018 (2020) https://doi.org/10.1117/12.2545300

KEYWORDS: Image segmentation, Skin, Melanoma, Visualization, Neural networks, Feature extraction, Image processing algorithms and systems, Binary data, Image classification, Skin cancer

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