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  1. Chapter and Conference Paper

    Social Data Mining and Seasonal Influenza Forecasts: The FluOutlook Platform

    FluOutlook is an online platform where multiple data sources are integrated to initialize and train a portfolio of epidemic models for influenza forecast. During the 2014/15 season, the system has been used to...

    Qian Zhang, Corrado Gioannini in Machine Learning and Knowledge Discovery i… (2015)

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    Article

    Algorithmic Computation and Approximation of Semantic Similarity

    Automatic extraction of semantic information from text and links in Web pages is key to improving the quality of search results. However, the assessment of automatic semantic measures is limited by the coverag...

    Ana G. Maguitman, Filippo Menczer, Fulya Erdinc, Heather Roinestad in World Wide Web (2006)

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    Chapter and Conference Paper

    Traceroute-Like Exploration of Unknown Networks: A Statistical Analysis

    Map** the Internet generally consists in sampling the network from a limited set of sources by using traceroute-like probes. This methodology has been argued to introduce uncontrolled sampling biases that might...

    Luca Dall’Asta, Ignacio Alvarez-Hamelin in Combinatorial and Algorithmic Aspects of N… (2005)

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    Chapter and Conference Paper

    Traffic-Driven Model of the World Wide Web Graph

    We propose a model for the World Wide Web graph that couples the topological growth with the traffic’s dynamical evolution. The model is based on a simple traffic-driven dynamics and generates weighted directe...

    Alain Barrat, Marc Barthélemy in Algorithms and Models for the Web-Graph (2004)