19 items found

Groups: Social Impact of AI and explainable ML

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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...
  • Dataset

    EVALITA 2020 HT

    This dataset is obtained by transforming the training and test data of the two EVALITA tasks into an LLM prompt following a template. The tasks involved are AMI2020 (misogyny...
    • ZIP
      The resource: 'EVALITA_2020_bloom_it' is not accessible as guest user. You must login to access it!
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    Dataset

    Private Battery State of Health in smart grids Dataset

    Smart Grids are the evolution of traditional electric grids and allow two-way flows of electricity and information between different actors. At the edge of this network,...
  • 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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    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”...
  • Dataset

    Bark Beetle Outbreak Czech Republic

    Repository containing satellite dataset created for bark beetle outbreak detection in satellite (Sentinel-1 and Sentinel-2) images. The dataset refer to scenes observed in...
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    Dataset

    Private Vegetation of a basin of the Po river Dataset

    We provide two climatological dataset composed by D = 136 (with 1038 samples) and D = 1991 (with 981 samples) continuous climatological features and a scalar target, which...
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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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    Method

    Private Dynamical Linear Upper Confidence Bound (DynLin-UCB)

    The repository contains the code to run DynLin-UCB (Dynamical Linear Upper Confidence Bound). DynLin-UCB is an optimistic regret-minimization algorithm that can be used to...
  • 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...
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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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    • CSV
      The resource: 'Churn Dataset' is not accessible as guest user. You must login to access it!
  • Dataset

    Medical Dataset

    The medical dataset contains a corpus of fully anonymized clinical text. Each document in the corpus is associated with a set of ICD-9 codes which represents the diagnosis...
    • ZIP
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  • Dataset

    Dataset Adult

    The adult dataset includes $48,842$ instances with demographic information like age, workclass, marital-status, race, capital-loss, capital-gain etc. The income attribute...
    • CSV
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  • Dataset

    German Credit

    In the german credit dataset each one of the 1,000 persons is classified as a good or bad creditor according to attributes like age, sex, checking_account, credit_amount,...
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  • Dataset

    Compas

    The compas dataset contains the features used by the COMPAS algorithm for scoring defendants and their risk (Low, Medium and High), for over $4,000$ individuals. We considered...
    • CSV
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  • Experiment

    Minimizing Hitting Time between Disparate Groups with Shortcut Edges

    Experiments on real-world datasets to evaluate the effectiveness of the algorithms proposed in paper...
    • Github
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