121 items found

Organisations: SoBigData Catalogue

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  • Method

    Maximum entropy network reconstruction

    This method reconstructs a bipartite network by using the Maximum Entropy principle. This method is useful to assess aggregated and single bank's systemicness and vulnerability...
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  • Method

    Download mobility data with scikit-mobility

    The data module of scikit-mobility provides users with an easy way to: 1) Download ready-to-use mobility data (e.g., trajectories, flows, spatial tessellations, and auxiliary...
    • The resource: 'Link to the library' is not accessible as guest user. You must login to access it!
  • Method

    QuickRank

    QuickRank is an efficient Learning to Rank toolkit providing multi-threaded C++ implementation of several algorithms: GBRT, LambdaMART, Oblivious GBRT / LambdaMART,...
    • URL
      The resource: 'Quick Rank Test' is not accessible as guest user. You must login to access it!
    • URL
      The resource: 'Quick Rank Train' is not accessible as guest user. You must login to access it!
    • URL
      The resource: 'Quick Rank Train No Validation' is not accessible as guest user. You must login to access it!
  • Dataset

    IMDB Network

    Network built upon the entire IMDb database
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  • Method

    Ariadne English Archaeology Named Entity Recognizer

    Identifies terms and phrases in English for analysing archaeological text. The method delivers named entities of archaeological context, physical object, material, time...
    • method-engine
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  • Method

    Graph-ensembles

    The graph ensemble package contains a set of methods to build fitness based graph ensembles from marginal information. These methods can be used to build randomized ensembles...
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  • Method

    F1-Communities

    F1-Communities is a novel approach to evaluate community detection algorithms on ground truth. It leverages precision and recall to provide a scalable measure that allows to...
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  • Method

    NuMeTriS

    NuMeTris is a package for Maximum-Entropy models for triadic pattern detection. It contains known models such as DBCM and RBCM for binary motif analysis, and contain mixture...
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  • Dataset

    Wikinews dataset

    This dataset consists of a sample of 365 news published by Wikinews from November 2004 to June 2014 and annotated with about 5000 entities, each associated with a saliency...
    • JSON
      The resource: 'entity-saliency' is not accessible as guest user. You must login to access it!
  • Method

    CDlib

    Community Discovery library
  • Method

    Structify-Net

    Structify_net is a python library allowing to create networks with a predefined structure, and a chosen number of nodes and links.
    • ZIP
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    Method

    Private Ecology of the digital world of Wikipedia

    Wikipedia, a paradigmatic example of online knowledge space is organized in a collaborative, bottom-up way with voluntary contributions, yet it maintains a level of reliability...
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    Method

    Private Morningness–eveningness assessment from mobile phone communication analysis

    Human behaviour follows a 24-h rhythm and is known to be governed by the individual chronotypes. Due to the widespread use of technology in our daily lives, it is possible to...
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    Method

    Private Human-agent coordination in a group formation game

    Coordination and cooperation between humans and autonomous agents in cooperative games raise interesting questions on human decision making and behaviour changes. Here we report...
  • Experiment

    Membership Inference Attacks on ML Models

    This collection of Jupyter notebooks implements membership inference attacks found in Salem et al. "ML-Leaks: Model and Data Independent Membership Inference Attacks and...
    • ipynb
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    • ipynb
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  • Method

    Attributed Sream Hypergraphs

    ash_model is a Python software package that allows to represent and analyze dynamic hypergraphs enriched with node attributes.
  • Method

    The Propagation of Misinformation in Social Media

    There is growing awareness about how social media circulate extreme viewpoints and turn up the temperature of public debate. Posts that exhibit agitation garner...
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  • Method

    How to Make Meme Collections

    How to guide to make meme collections by querying and extracting memes from four key sites: the meme database Know Your Meme, the web search engine Google Images, the meme...
    • PDF
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  • Method

    What is a meme, technically speaking?

    This contribution seeks to demonstrate how studying memes as a collection depends on the website or platform where they are sourced. To do so, we compare how memes,...
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