25 items found

Licenses: MIT License Organisations: SoBigData Catalogue

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  • Method

    Graph-Informed Neural Networks

    In this repository, we publish the codes necessary to implement the Graph-Informed Neural Networks (GINNs), presented for the first time in the paper: Graph-Informed Neural...
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    Method

    Private Multi-Start Optimization Neural Networks

    In this repository, we publish the codes necessary to implement the Multi-Start Optimization Neural Networks (MSO-NNs), presented fin the paper: Automatic...

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    Method

    Private Alternate Training for Multi-Task Neural Networks

    In this repository, we publish the code used to implement the Alternate Training through the Epochs (ATE) procedure for training Multi-Task Neural Networks (MTNN) presented in...
  • Dataset

    Twitter dataset on coordinated behavior in 2019 UK General Election

    This dataset contains ~11M tweets related to the 2019 United Kingdom General Election, published and collected between November 12, 2019, and December 12, 2019. In addition,...
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  • Dataset

    Twitter dataset on coordinated behavior in 2020 USA Presidential Election

    This dataset contains ~140M tweets related to the 2020 United States Presidential Election, published and collected between October 2, 2020, and December 2, 2020. In addition,...
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  • Dataset

    Twitter Conspiracy Dataset

    This repository contains the Twitter dataset used to investigate the traits of 7,394 conspiracy users and 7,394 random users collected in 2022. Both the profile's info and the...
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  • Dataset

    Dataset on online cryptocurrency discussion on Twitter, Telegram, and Discord

    This Dataset contains Twitter, Telegram and Discord data on online discussions on cryptocurrency. Starting from tweets mentioning cryptocurrencies, we leveraged and followed...
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  • Dataset

    UNI Fake Giveaway Dataset

    Dataset and study related to a scam originated on Twitter that lured users into sending their Uniswap (UNI) tokens to a fake giveaway.
    • ZIP
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  • Dataset

    Twitter Newcomers Dataset

    Twitter accounts detected right after registration and monitored for 21 days
    • ZIP
      The resource: 'New Accounts Dataset' is not accessible as guest user. You must login to access it!
  • Method

    GeoTopics - A method and system to explore urban activity

    GeoTopics is a system to explore geographical patterns of urban activity. The system collects publicly shared check-ins generated by Foursquare users, that reveal who spends...
    • HTML
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    • python
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  • Method

    TriplEx - Explaining with Triples

    TRIPLEX is an explainability package for Transformer-based models fine-tuned on Natural Language Inference, Semantic Text Similarity, or Text Classification tasks. TRIPLEX...
  • Dataset

    Fake Twitter Accounts Dataset

    • ZIP
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  • Method

    Ephemerality metric

    https://github.com/HPAI-BSC/ephemerality Code for calculating the ephemerality metrics that can be used to estimate how "ephemeral" discussion topics are based on their...
    • ZIP
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  • Dataset

    Covid infodemic in Italy -- Most retweeted accounts

    Top 10 most retweeted accounts on Covid-related keywords, between Jan 30 and Mar 20, 2020.
    • ZIP
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  • Method

    Mobility-emissions

    A collection of methods (relying on the scikit-mobility and OSMnx Python libraries) to compute emissions starting from vehicles' mobility trajectories. In particular, methods...
    • GitHub
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  • Method

    Quantum Distance-Based Classifier

    The Quantum Distance-Based Classifier is a technique inspired by the classical k-Nearest Neighbors that leverages quantum properties to perform prediction.
  • Method

    Focus Metric

    https://github.com/HPAI-BSC/Focus-Metric Implementation of the Focus metric. This metric is able to evaluate explainability methods and quantify their coherency to the task...
    • github
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  • Method

    Fast-Forward Indexes

    Efficient interpolation-based ranking on CPUs
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  • Method

    Retweet cascade estimation and analysis

    A collection of scripts for the estimation and analysis of a "retweet cascade", i.e., the tree structure describing how the original tweet was spread by retweeters.
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  • Method

    Twitter Monitor Library for Twitter API v2

    A library to ease the creation and management of social media listening campaigns using the Twitter API v2.
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