11 items found

Availability: On-Line Tags: Ethics

Filter Results
  • 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
      The resource: 'Tutorial Notebook' is not accessible as guest user. You must login to access it!
  • Dataset

    Synthetic Dataset for Causal Analysis

    The dataset is a synthetic version of the well-known German Credit dataset (https://archive.ics.uci.edu/dataset/144/statlog+german+credit+data). It includes variables such as...
    • CSV
      The resource: 'synthetic german data' is not accessible as guest user. You must login to access it!
  • Dataset

    Papers on Gender Bias in Academic Promotions

    This dataset contains the result of a systematic mapping study conducted to analyse how the issue of gender bias in academic promotions has been addressed by the literature....
    • CSV
      The resource: 'Dataset' is not accessible as guest user. You must login to access it!
  • Method

    Workshopping on social big data and adversarial publics

    This report is based on an empirical case study on content moderation, whose objective is to interrogate whether content moderation can be reclaimed by users as a practice...
    • PDF
      The resource: 'Report and workshop protocol' is not accessible as guest user. You must login to access it!
  • Method

    XAI Library

    A suite of methods for explainable AI for different Ai models
  • Dataset

    Interaction bias. Experiments dataset

    Artificial Intelligence (AI) is increasingly used to build Decision Support Systems (DSS) across many domains. In our work, we conducted a series of experiments designed to...
    • JSON
      The resource: 'Dataset' is not accessible as guest user. You must login to access it!
  • Method

    Python library for direct and indirect discrimination prevention in data mining

    This python library implements the discrimination discovery and prevention method proposed in the paper: “A methodology for direct and indirect discrimination prevention in...
    • GitHub
      The resource: 'Link to library' is not accessible as guest user. You must login to access it!
  • TrainingMaterial

    Tutorials on anonymization and antidiscrimination of datasets

    These tutorials show how to use the already implemented libraries for the anonymization and antidiscrimination of data sets: - Anonymization library:...
    • The resource: 'Anonymization library ...' is not accessible as guest user. You must login to access it!
    • The resource: 'Antidiscrimination library ...' is not accessible as guest user. You must login to access it!
    • ipynb
      The resource: 'anonymization_training' is not accessible as guest user. You must login to access it!
    • ipynb
      The resource: 'antiDiscrimination_training' is not accessible as guest user. You must login to access it!
  • Dataset

    Multi-Task Faces (MTF) dataset

    The Multi-Task Faces (MTF) dataset consists of cropped human faces for classification tasks or other research purposes. Each image in the dataset is labelled according to four...
    • ZIP
      The resource: 'MTF_dataset_20230701' is not accessible as guest user. You must login to access it!
    • HTML
      The resource: 'Unnamed resource' is not accessible as guest user. You must login to access it!
  • TrainingMaterial

    Second SoBigData Plus Plus Awareness Panel R. I. Platforms Data Protection an...

    This webinar, which took place on 10 November 2020, was aimed at exploring the theme of data protection and intellectual property issues in platforms. The first speaker was...
    • HTML
      The resource: 'Second SoBigData++ ...' is not accessible as guest user. You must login to access it!
You can also access this registry using the API (see API Docs).