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  • 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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  • ConferencePaper

    Heterogeneous Document Embeddings for Cross-Lingual Text Classification

    Funnelling (Fun) is a method for cross-lingual text classification (CLC) based on a two-tier ensemble for heterogeneous transfer learning. In Fun, 1st-tier classifiers, each...
    • HTML
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  • Method

    DebtRank Systemic Risk Estimation Method

    The DebtRank algorithm is used to estimate the impact of shocks in financial networks, as it overcomes the limitations of the traditional default-cascade approaches.The method...
    • RAR
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    • HTML
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  • JournalArticle

    A decade of social bot detection

    Bots increasingly tamper with political elections and economic discussions. Tracing trends in detection strategies and key suggestions on how to win the fight.
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  • JournalArticle

    How the machine thinks. Understanding opacity in machine learning algorithms

    This article considers the issue of opacity as a problem for socially consequential mechanisms of classification and ranking, such as spam filters, credit card fraud...
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    • BibTeX
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  • JournalArticle

    The role of bot squads in the political propaganda on Twitter

    Nowadays, Social Media are a privileged channel for news spreading, information exchange, and fact checking. Unexpectedly for many users, automated accounts, known as social...
    • HTML
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  • JournalArticle

    Seeing without knowing. Limitations of transparency and its application to al...

    Models for understanding and holding systems accountable have long rested upon ideals and logics of transparency. Being able to see a system is sometimes equated with being able...
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  • JournalArticle

    Measuring objective and subjective well-being dimensions and data sources

    Well-being is an important value for people’s lives, and it could be considered as an index of societal progress. Researchers have suggested two main approaches for the...
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  • JournalArticle

    GLocalX-From Local to Global Explanations of Black Box AI Models

    Artificial Intelligence (AI) has come to prominence as one of the major components of our society, with applications in most aspects of our lives. In this field, complex and...
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  • JournalArticle

    Change of direction asymmetry across different age categories in youth soccer

    Background: In youth, the development of change of direction (COD) and sprint performance is a key component for successfully competing in soccer across age. During a COD, the...
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  • Dataset

    WIRE dataset

    This dataset consists of 503 pairs of Wikipedia entities drawn from the New York Times dataset with a human assigned relatedness score. The domain experts based their...
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    • CSV
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  • Dataset

    Amazon Network

    Network was collected by crawling Amazon website. It is based on Customers Who Bought This Item Also Bought feature of the Amazon website. If a product i is frequently...
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  • Dataset

    Amazon reviews

    This (link to the) dataset contains product reviews and metadata from Amazon, including 142.8 million reviews spanning May 1996 - July 2014. This dataset includes reviews...
    • HTML
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  • Dataset

    DBLP Network

    The DBLP computer science bibliography provides a comprehensive list of research papers in computer science. This dataset is a co-authorship network constructed upon the DBLP...
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  • Method

    DEMON

    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...
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  • Method

    NDlib

    Ndlib is a Network diffusion library that contains a set of models to simulate disease spreading and opinion dynamics.
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  • Dataset

    Facebook - New Orleans regional network

    This dataset contains information about 90,269 users and 3,646,662 friendship links between those users. These users belong to the New Orleans Facebook regional network. The...
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  • ExternalService

    Network-based signal resonance for food-source identification in foodborne di...

    Model for identification of food-source in foodborne disease outbreaks.
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  • TerritoriAperti: Experiment

    Sars_Cov2 in aree fragili

    Caso studio dei crateri dei sismi 2009 - 2016/17
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  • TerritoriAperti: Application

    Sistema di monitoraggio a distanza delle persone in quarantena

    Le persone sottoposte a test COVID-19 risultate positive al tampone e quelle entrate in contatto con esse sono messe in quarantena e sottoposte a monitoraggio a distanza da...
    • HTML
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