Search Results - Pascual-Triana, José Daniel

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

    Revisiting data complexity metrics based on morphology for overlap and imbalance: snapshot, new overlap number of balls metrics and singular problems prospect by Pascual-Triana, José Daniel, Charte, David, Andrés Arroyo, Marta, Fernández, Alberto, Herrera, Francisco

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  2. 2
    Fair Overlap Number of Balls (Fair-ONB): A Data-Morphology-based Undersampling Method for Bias Reduction

    Fair Overlap Number of Balls (Fair-ONB): A Data-Morphology-based Undersampling Method for Bias Reduction by Pascual-Triana, José Daniel, Fernández, Alberto, Novais, Paulo, Herrera, Francisco

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  3. 3
    Revisiting Data Complexity Metrics Based on Morphology for Overlap and Imbalance: Snapshot, New Overlap Number of Balls Metrics and Singular Problems Prospect

    Revisiting Data Complexity Metrics Based on Morphology for Overlap and Imbalance: Snapshot, New Overlap Number of Balls Metrics and Singular Problems Prospect by Pascual-Triana, José Daniel, Charte, David, Marta Andrés Arroyo, Fernández, Alberto, Herrera, Francisco

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  4. 4
    Overlap Number of Balls Model-Agnostic CounterFactuals (ONB-MACF): A Data-Morphology-based Counterfactual Generation Method for Trustworthy Artificial Intelligence

    Overlap Number of Balls Model-Agnostic CounterFactuals (ONB-MACF): A Data-Morphology-based Counterfactual Generation Method for Trustworthy Artificial Intelligence by Pascual-Triana, José Daniel, Fernández, Alberto, Javier Del Ser, Herrera, Francisco

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