Search Results for author: Antonio Lopez-Martinez-Carrasco

Found 2 papers, 2 papers with code

VLSD—An Efficient Subgroup Discovery Algorithm Based on Equivalence Classes and Optimistic Estimate

1 code implementation Algorithms 2023 Antonio Lopez-Martinez-Carrasco, Jose M. Juarez, Manuel Campos, Bernardo Canovas-Segura

Subgroup Discovery (SD) is a supervised data mining technique for identifying a set of relations (subgroups) among attributes from a dataset with respect to a target attribute.

Attribute Subgroup Discovery

A methodology based on Trace-based clustering for patient phenotyping

1 code implementation Knowledge-Based Systems 2021 Antonio Lopez-Martinez-Carrasco, Jose M. Juarez, Manuel Campos, Bernardo Canovas-Segura

Methods: We propose a new unsupervised machine learning technique, denominated as Trace-based clustering, and a 5-step methodology in order to support clinicians when identifying patient phenotypes.

Clustering Data Mining +2

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