81 items found

Tags: Network analysis

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  • Experiment

    Minimizing Hitting Time between Disparate Groups with Shortcut Edges

    Experiments on real-world datasets to evaluate the effectiveness of the algorithms proposed in paper...
    • Github
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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...
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  • Method

    Estimating Collective Wellbeing

    This method estimates the wellbeing of a country by using an alternative measure to GDP. The proposed measure is the average sophistication of the satisfiable needs of a...
    • ZIP
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  • Method

    Nowcasting well-being with human mobility data

    This method describes an analytical framework to nowcast well-being by using mobility measures extracted from mobile phone data.
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    Method

    Private Visualising community detection in networks

    A series of experimental techniques to visualize relational communities and their blurred boundaries in networks
  • Method

    Leader Detect

    Leader Detect is an algorithm that takes as input a social network and a table of actions performed by the people in the social networks and returns for each action the list...
    • Github
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  • Method

    Reducing Graph Structural Bias by Adding shortcut edges

    Algorithms that tackle the problem of minimizing average/maximum hitting time (BMAH/BMMH) between different social network groups, given fixed shortcut edges. The...
    • Data
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  • Method

    Visualizing the Results of Biclustering and Boolean Matrix Factorization Algo...

    This archive contains the code to visualize biclusters from the paper "Visualizing Overlapping Biclusterings and Boolean Matrix Factorizations" by Thibault Marette, Pauli...
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    Method

    Private TraffiCO2: a simulative framework to assess navigation systems' impact on CO2...

    TraffiCO2 is a simulation framework to assess the impact of GPS navigation apps on urban well-being in terms of carbon dioxide (CO2) emissions. TraffiCO2 uses GPS data to...
  • Method

    Generating Synthetic Mobility Networks with Generative Adversarial Networks

    The increasingly crucial role of human displacements in complex societal phenomena, such as traffic congestion, segregation, and the diffusion of epidemics, is attracting the...
  • Method

    STS-EPR - Trajectory generator

    Modelling human mobility is crucial in several scientific areas, from urban planning to epidemic modeling, traffic forecasting, and what-if analysis. Existing models focus on...
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  • Method

    GeoSim - Trajectory generator (integration in scikit-mobility)

    GeoSim, proposed by Toole et al. [1], is a mechanistic generative model for human mobility. GeoSim takes into account the social dimension between individuals during the...
    • HTML
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    Method

    Private Mobility Constrained Segregation Models

    Since the development of the original Schelling model of urban segregation, several enhancements have been proposed, but none have considered the impact of mobility constraints...
  • Experiment

    Validation for MoGAN

    We conduct extensive experiments on public datasets of bike and taxi rides to show that MoGAN outperforms the classical Gravity and Radiation models regarding the realism of...
  • Experiment

    Simulation of individual mobility using STS-EPR

    In this experiment we simulate the mobility of individuals in New York City, London, and Tokyo, using STS-EPR. For each city, we compare the synthetic trajectories generated...
    • PDF
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  • Experiment

    Studying the streaming of the Capitol Raid

    This experiment is part the project "Streams of conspiratorial folklore" that investigates online media as a stream of performances, rather than as archives of documents. Our...
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  • Method

    NetworkSNS

    NetworkSNS is a Python language software package for describing, model, and study complex and dynamic networks.
  • Method

    Graph-ensembles

    The graph ensemble package contains a set of methods to build fitness based graph ensembles from marginal information. These methods can be used to build randomized ensembles...
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  • Method

    NuMeTriS

    NuMeTris is a package for Maximum-Entropy models for triadic pattern detection. It contains known models such as DBCM and RBCM for binary motif analysis, and contain mixture...
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  • Method

    WBiCM

    The method implements a maximum entropy model tailored for weighted bipartite graphs. This model incorporates constraints on degree sequences/topology and strength sequences.
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