54 items found

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  • ConferencePaper

    Efficient detection of Byzantine attacks in federated learning using last lay...

    Federated learning (FL) is an alternative to centralized machine learning (ML) that builds a model across multiple decentralized edge devices (a.k.a. workers) that own the...
    • PDF
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  • ConferencePaper

    Fair detection of poisoning attacks in federated learning

    Federated learning is a decentralized machine learning technique that aggregates partial models trained by a set of clients on their own private data to obtain a global model....
    • PDF
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  • JournalArticle

    Conformity a Path-Aware Homophily measure for Node-Attributed Networks

    Unveil the homophilic/heterophilic behaviors that characterize the wiring patterns of complex networks is an important task in social network analysis, often approached...
    • PDF
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  • JournalArticle

    Co Bridges Pair wise Visual Connection and Comparison for Multi item Data Str...

    In various domains, there are abundant streams or sequences of multi-item data of various kinds, e.g. streams of news and social media texts, sequences of genes and sports...
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  • Method

    Sociometer

    The Sociometer is an analytical framework based on data mining methods that analizes users’ call habits, and classifies people into behavioral categories, among residents,...
    • PDF
      The resource: 'City users’ classification ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Use of mobile phone data ...' is not accessible as guest user. You must login to access it!
    • TAR
      The resource: 'Sociometer source code' is not accessible as guest user. You must login to access it!
  • Access required...

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    Experiment

    Private Annotazione semantica di delibere comunali

    Progetto POC per l'uso delle tecniche di text mining su documenti della pubblica amministrazione per migliorare la trasparenza e l’accesso alle informazioni da parte dei...
  • Method

    Exploration of time use by citizens based on their movement tracks

    This resource consists of a visual analytics framework and a set of supporting tools for deriving place meaning and reconstructing personal mobility diaries from episodic...
    • PDF
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    • mp4
      The resource: 'Exploration of time' is not accessible as guest user. You must login to access it!
    • rep
      The resource: 'V-Analytics - source code' is not accessible as guest user. You must login to access it!
  • Method

    Borders

    It is a general method to determine the influence of social and mobility behavior over a specific geographical area in order to evaluate to what extent the current...
    • PDF
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  • Method

    Carpooling

    Carpooling, i.e., the act where two or more travelers share the same car for a common trip, is one of the possibilities brought forward to reduce traffic and its...
    • PDF
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    • ZIP
      The resource: 'CarPooling - source code' is not accessible as guest user. You must login to access it!
  • Method

    MyWay - Trajectory Prediction

    MyWay is a prediction system which exploits the individual systematic behaviors modeled by mobility profiles to predict human movements. MyWay provides three strategies: the...
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    • ZIP
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  • Method

    Carpooling Network Analysis

    Our method analyzes the potential impact of carpooling as a collective phenomenon emerging from people׳s mobility, by network analytics. Based on big mobility data from...
    • PDF
      The resource: 'DEMON' is not accessible as guest user. You must login to access it!
    • rep
      The resource: 'DEMON - github repository' is not accessible as guest user. You must login to access it!
  • Method

    Privacy Risk on Sociometer

    This method provides a Privacy Risk Assessment on CDR data, aggregated through the presence vectors used by the Sociometer.
    • PDF
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    • TXT
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    • jar
      The resource: 'RiskEvaluation.jar' is not accessible as guest user. You must login to access it!
  • Method

    Mobility Profile

    This algorithm allows to create a mobility profile of the users' mobility. A mobility profile is a set of representative trips selected from the entire set of trips of a user.
    • PDF
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    • ZIP
      The resource: 'MobilityProfile - Source Code' is not accessible as guest user. You must login to access it!
  • Method

    Web Archive Collection Extractor

    This method extracts event-centric collections of Web Archives through a focused crawling method. The key of this method is to adapt focused Web crawling to previously collected...
    • PDF
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    • PDF
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