4 items found

Groups: sobigdata-it Social Impact of AI and explainable ML

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  • Method

    Debiaser for Multiple Variables (DEMV)

    DEMV is a Debiaser for Multiple Variables that aims to increase Fairness in any given dataset, both binary and categorical, with one or more sensitive variables, while keeping...
    • ipynb
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  • Dataset

    GiveMeSomeCreditSC

    The GiveMeSomeCredit dataset - https://www.kaggle.com/c/GiveMeSomeCredit - contains different features of borrowers. The task is predicting the financial distress of a...
    • ZIP
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  • Dataset

    Frank Experiments

    Dataset with experimental results for the "Frank" hybrid decision-making system, with simulated users. Features: - CA. Co-evolutionary Accuracy. Accuracy reached by the user...
    • JSON
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  • Dataset

    HANSEN: Spoken Text Authorship Analysis

    HANSEN encom- passes meticulous curation of existing speech datasets accompanied by transcripts, along- side the creation of novel AI-generated spo- ken text datasets....
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