41 items found

Types: SoBigData.eu: Method

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  • SoBigData.eu: Method

    Matlas - TClustering

    Ordering points to identify the clustering structure (OPTICS) is an algorithm for finding density-based clusters in spatial data. Its basic idea is similar to DBSCAN,but it...
  • SoBigData.eu: Method

    Dictionary creator

    Creates a dictionary with inverse document frequency (idf) values from the Google NGrams dataset
  • SoBigData.eu: Method

    Web Archive Collection Extractor

    Extracts event-centric collections of Web Archives through a focused crawling method.
  • SoBigData.eu: Method

    Privacy Risk on Trajectories

    Privacy Risk Assessment on mobility data, in terms of trajectories or aggregation of trajectories, i.e., locations with frequency of visit and locations with probability of visit
  • SoBigData.eu: Method


    Segregation discovery method from both tabular and social network data
  • SoBigData.eu: Method

    Tail granger causality network construction

    Construct a causality network by implementing Granger-causality tests for extreme events in multivariate time series
  • SoBigData.eu: Method

    Maximum entropy network reconstruction

    Reconstruct a bipartite network via entropy maximization
  • SoBigData.eu: Method

    Statistical validation

    a method to filter a large complex network to its backbone structure by means of statistical hypothesis testing. This method is available as a downloadable software and via the...
  • SoBigData.eu: Method


    DEMON is a local-first approach to community discovery, able to unveil the modular organization of real complex networks. This is achieved by democratically letting each node...
  • SoBigData.eu: Method

    DebtRank Systemic Risk Estimation Method

    Method to assess the distress of nodes in an interbank network
  • SoBigData.eu: Method

    MaxAndSam Network Recontruction Method

    Method to reconstruct socio-economic and financial networks from partial information
  • SoBigData.eu: Method

    Privacy Risk on Sociometer

    Privacy Risk Assessment on CDR data, aggregated through presence vectors used by Sociometer
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    SoBigData.eu: Method

    Private Digital DNA fingerprinting

    The "Digital DNA fingerprinting" is a spambot detection technique based on the "Digital DNA" online behavioral modeling technique. Given a set of Twitter user timelines, it is...
  • SoBigData.eu: Method


    QuickRank is an efficient Learning to Rank toolkit providing multithreaded C++ implementation of several algorithms: GBRT, LambdaMART, Oblivious GBRT / LambdaMART,...
  • SoBigData.eu: Method

    Polarized User and Topic Tracking

    Digital traces of conversations in micro-blogging platforms and in OSNs provide information about user opinion with a high degree of resolution. These information sources can...
  • SoBigData.eu: Method

    Origin Destination Matrix

    For most kind of analyses in the field of traffic planning, there is a need for origin– destination (OD) matrices, which specify the travel demands between the origin and...
  • SoBigData.eu: Method

    Nowcasting migration stocks and flows

    Using Twitter data we build a model that is able to nowcast migration stocks and flows. Under development.
  • SoBigData.eu: Method


    Network Diffusion Library REST Service. This project offers a REST interface for the NDlib Python library.
  • SoBigData.eu: Method


    Network diffusion library: set of models to simulate disease spreading and opinion dynamics
  • SoBigData.eu: Method

    Modelling Scientific Migration

    Adapting general migration models to understand scientific migration. Under development.
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