• CovMulNet19, Integrating Proteins, Diseases, Drugs, and Symptoms: A Network Medicine Approach to COVID-19 

      Verstraete, Nina; Jurman, Giuseppe; Bertagnolli, Giulia; Ghavasieh, Arsham; Pancaldi, Vera; Domenico, Manlio De (Mary Ann Liebert, 2020)
      Article
      Accés obert
      Introduction: We introduce in this study CovMulNet19, a comprehensive COVID-19 network containing all available known interactions involving SARS-CoV-2 proteins, interacting-human proteins, diseases and symptoms that are ...
    • Evolutionary game theory in complex interconnected networks 

      Matamalas Llodrà, Joan Tomàs (Universitat Politècnica de Catalunya, 2014-11-28)
      Projecte Final de Màster Oficial
      Accés obert
      We focus here on the impact of the structure of a multiplex network, a new way of representing information about interaction, on the evolution of cooperation, using for that propose concepts of Evolutionary Game Theory.
    • Outlier Mining Methods Based on Graph Structure Analysis 

      Amil Marletti, Pablo; Almeira, Nahuel; Masoller Alonso, Cristina (Frontiers Media SA, 2019-11-26)
      Article
      Accés obert
      Outlier detection in high-dimensional datasets is a fundamental and challenging problem across disciplines that has also practical implications, as removing outliers from the training set improves the performance of machine ...
    • Self-similar non-clustered planar graphs as models for complex networks 

      Comellas Padró, Francesc de Paula; Zhang, Zhongzhi; Chen, Lichao (2008-10-10)
      Article
      Accés obert
      In this paper we introduce a family of planar, modular and self-similar graphs which have small-world and scale-free properties. The main parameters of this family are comparable to those of networks associated with complex ...
    • Spatial networks, thresholded random geometric graphs, and applications in electric vehicle infrastructure networks 

      Maclean, Cole (Universitat Politècnica de Catalunya, 2017-06-16)
      Projecte Final de Màster Oficial
      Accés obert
      In this paper, we explore the recent advances in Spatial Network modeling and provide 3 main contributions: 1. A new classification of existing Spatial Network models 2. The introduction of a new Spatial Network model and ...
    • Spectral properties of the connectivity matrix and the SIS-epidemic threshold for mid-size metapopulations 

      Juher Barrot, David; Mañosa Fernández, Víctor (2013-05-10)
      Report de recerca
      Accés obert
      We consider the spread of an infectious disease on a heterogeneous metapopulation defined by any (correlated or uncorrelated) network. The infection evolves under transmission, recovering and migration mechanisms. We study ...
    • Spectral properties of the connectivity matrix and the SIS-epidemic threshold for mid-size metapopulations 

      Juher Barrot, David; Mañosa Fernández, Víctor (2014-04-24)
      Article
      Accés obert
      We consider the spread of an infectious disease on a heterogeneous metapopulation defined by any (correlated or uncorrelated) network. The infection evolves under transmission, recovery and migration mechanisms. We study ...
    • The number of spanning trees in Apollonian networks 

      Zhang, Zhongzhi; Wu, Bin; Comellas Padró, Francesc de Paula (2014-05-31)
      Article
      Accés obert
      In this paper we find an exact analytical expression for the number of spanning trees in Apollonian networks. This parameter can be related to significant topological and dynamic properties of the networks, including ...