José Daniel Pascual-Triana

Orcid: 0000-0003-4106-3182

According to our database¹, José Daniel Pascual-Triana authored at least 4 papers between 2021 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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Bibliography

2024

Fair Overlap Number of Balls (Fair-ONB): A Data-Morphology-based Undersampling Method for Bias Reduction.

[BibT_eX]

[DOI]

José Daniel Pascual-Triana

Alberto Fernández

Paulo Novais

Francisco Herrera

CoRR, 2024

Overlap Number of Balls Model-Agnostic CounterFactuals (ONB-MACF): A Data-Morphology-based Counterfactual Generation Method for Trustworthy Artificial Intelligence.

[BibT_eX]

[DOI]

José Daniel Pascual-Triana

Alberto Fernández

Javier Del Ser

Francisco Herrera

CoRR, 2024

2021

Revisiting data complexity metrics based on morphology for overlap and imbalance: snapshot, new overlap number of balls metrics and singular problems prospect.

[BibT_eX]

[DOI]

José Daniel Pascual-Triana

Knowl. Inf. Syst., 2021

Learning interpretable multi-class models by means of hierarchical decomposition: Threshold Control for Nested Dichotomies.

[BibT_eX]

[DOI]

J. A. Fdez-Sánchez