Abstract: Highlights•Classification framework proposal that uses mathematical morphology.•Mathematical morphology is sensitive to shapes, density and fractal information in datasets.•Experiments indicate that morphological approaches are tangible.•Generated predictive models are fast and visual oriented.
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