Listar DIAN-Artículos, capítulos... por autor "1e314ab2-9c5f-4c3c-9f4b-c008e575ce3e"
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Graph-Based Feature Selection Approach for Molecular Activity Prediction
Cerruela García, Gonzalo; Cuevas-Muñoz, José Manuel; García Pedrajas, Nicolás (ACS, 2022)In the construction of QSAR models for the prediction of molecular activity, feature selection is a common task aimed at improving the results and understanding of the problem. The selection of features allows elimination ... -
ML-k’sNN: Label Dependent k Values for Multi-Label k-Nearest Neighbor Rule
Cuevas-Muñoz, José Manuel; García Pedrajas, Nicolás (MDPI, 2023)Multi-label classification as a data mining task has recently attracted increasing interest from researchers. Many current data mining applications address problems with instances that belong to more than one category. ... -
PARIS: Partial instance and training set selection. A new scalable approach to multi-label classification
García Pedrajas, Nicolás; Cuevas-Muñoz, José Manuel; Romero-del-Castillo, Juan A.; Haro García, Aída de (Elsevier, 2023)Multi-label classification has recently attracted research interest as a data mining task. Many current applications in data mining address problems that have instances belonging to more than one class. This requires the ...