121 items found

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  • SoBigData.eu: Dataset

    Public data set of spatio-temporal match events in soccer competitions

    Soccer analytics is attracting increasing interest in academia and industry, thanks to the availability of sensing technologies that provide high-fidelity data streams for...
  • SoBigData.eu: Method

    Urban Mobility Atlas

    The framework provides a visual interface to a series of analytical processes for the comprehension of human mobility patterns. The framework is feeded with a series of models...
    • HTML
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  • SoBigData.eu: Method

    LORE

    The recent years have witnessed the rise of accurate but obscure decision systems which hide the logic of their internal decision processes to the users. The lack of...
    • python
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  • SoBigData.eu: Method

    MARLENA

    MARLENA is novel technique able to explain the reasons behind any black-box multi-label classifier decision. It will generate an explanation in the form of a decision rule....
    • python
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  • SoBigData.eu: Dataset

    Yeast

    The yeast dataset is a collection of yeast microarray expressions and phylogenetic profiles which can be used to learn the yeast gene functional categories. One row of this...
    • arff
      The resource: 'Yeast Dataset' is not accessible as guest user. You must login to access it!
  • SoBigData.eu: 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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    • CSV
      The resource: 'Churn Dataset' is not accessible as guest user. You must login to access it!
  • SoBigData.eu: 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,...
    • CSV
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  • SoBigData.eu: 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
      The resource: 'https://www' is not accessible as guest user. You must login to access it!
  • SoBigData.eu: 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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  • SoBigData.eu: Application

    SMAPH Query Entity Linker

    The SMAPH system links queries to the entities it mentions, disambiguating mentions if needed. Entities are Wikipedia pages. This problem is known as "entity recognition and...
    • HTML
      The resource: 'SMAPH documentation' is not accessible as guest user. You must login to access it!
  • SoBigData.eu: Dataset

    UCR Time Series Classification Archive

    The archive contains many interesting datasets, including a gesture dataset featuring the same two actors, but recorded 16 years apart! (we are nothing if not patient!). The...
  • SoBigData.eu: Application

    NervousNet

    The planetary nervous system is a large-scale distributed research platform that provides real-time social sensing services as a public good. Existing Big Data systems...
    • url
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    SoBigData.eu: TrainingMaterial

    Private Data Journalism and Story Telling

    The module aims to teach how to present the knowledge extracted from big data using multimedia story telling. It also shows some of the most recent and meaningful experiences...
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    SoBigData.eu: TrainingMaterial

    Private Social Network Analysis

    Social Network Analysis course @ Master SoBigData This course introduces students to the theories, concepts and measures of Social Network Analysis (SNA), that is aimed at...
  • SoBigData.eu: TrainingMaterial

    Social Network Analysis with Python

    This set of tutorials provides an introduction to Social Network Analysis in Python with networkx. Topics covered: Introduction to NetworkX NDlib: Network Diffusion library...
    • ipynb
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    • ipynb
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    • ipynb
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    • ipynb
      The resource: 'Community Discovery' is not accessible as guest user. You must login to access it!
  • SoBigData.eu: TrainingMaterial

    Introduction to Data science for Social Scientists

    This course, initially designed for social scientists, covers several topics of data science. Python programming Data Cleaning and Transformation Classification Clustering...
    • ipynb
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    • ipynb
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    • ipynb
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    • HTML
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    SoBigData.eu: Dataset

    Private Soccer Data Challenge dataset

  • SoBigData.eu: Application

    TagMe

    TAGME identifies meaningful sequences of terms in an unstructured text and links them to the Wikipedia page describing the mentioned entity, in a fast and effective way. This...
    • HTML
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  • SoBigData.eu: Method

    Distance Calculator

    The program is intended for calculating semantic distances between input texts. As a commandline script it takes a list of tab-separated text pairs (line-per-pair) and returns...
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