8 items found

Organisations: SoBigData Services and Products Groups: sobigdata-it Social Impact of AI and explainable ML

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  • Experiment

    Experimental results from the Empirical Investigation of the Completeness of ...

    This is the raw data from the empirical investigation of the paper “Completeness of Datasets Documentation on ML/AI repositories: an Empirical Investigation”. This work aim of...
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    • .pdf
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    Dataset

    Private Highway driving simulation

    The SUMO simulator is used to model scenarios with diferent road topologies and traffc intensities, randomizing the fow of vehicles, to ensure the generation of sufciently...
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    Dataset

    Private Twitter users retweet

    The dataset was collected using the tweepy API (http://docs.tweepy.org), a Python library for accessing the Twitter API. We selected 14 Twitter accounts, and we obtained all...
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    Experiment

    Private Optimizing Empty Container Repositioning and Fleet Deployment via Configurabl...

    We introduce a novel framework, Configurable SemiPOMDPs, to model this type of problems. Furthermore, we provide a two-stage learning algorithm, “Configure & Conquer”...
  • 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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