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Displaying 5 results.
    • Dissertation
    Distances, centralities and model estimation methods based on randomized shortest paths for network data analysis
    Kivimäki, Ilkka[UCL] (2018)
    • Journal article
    A bag-of-paths framework for network data analysis
    Françoisse, Kevin[UCL] Kivimäki, Ilkka[UCL] Mantrach, Amin Rossi, Fabrice Saerens, Marco[UCL] (2017) Neural Networks — Vol. 90, p. 90-111 (2017)
    • Journal article
    Randomized Optimal Transport on a Graph: Framework and New Distance Measures
    Guex, Guillaume[UCL] Kivimäki, Ilkka[UCL] Saerens, Marco[UCL] (2019) Network Science — Vol. 7, no. 1, p. 88-122 (2019)
    • Journal article
    Developments in the theory of randomized shortest paths with a comparison of graph node distances
    Kivimäki, Ilkka[UCL] Shimbo, Masashi Saerens, Marco (2014) Physica A: Statistical Mechanics and its Applications — Vol. 393, no.393, p. 600-616 (2014)
    • Speech
    A Graph-Based Approach to Skill Extraction from Text
    Panchenko, Alexander[UCL] Kivimäki, Ilkka[UCL] Dessy, Adrien[UCL] Verdegem, Dries[UCL] Francq, Pascal[UCL] Fairon, Cédrick[UCL] Bersini, Hugues Saerens, Marco[UCL] (2013) TextGraphs-8 Graph-based Methods for Natural Language Processing — Seattle, USA