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Ara es mostren els items 7-26 de 39

    • Effects of temporal correlations in social multiplex networks 

      Starnini, Michele; Baronchelli, Andrea; Pastor Satorras, Romualdo (Macmillan Publishers, 2017-08-17)
      Article
      Accés obert
      Multi-layered networks represent a major advance in the description of natural complex systems, and their study has shed light on new physical phenomena. Despite its importance, however, the role of the temporal dimension ...

    • Emergence of metapopulations and echo chambers in mobile agents 

      Starnini, Michele; Frasca, Mattia; Baronchelli, Andrea (Nature, 2016-08-30)
      Article
      Accés obert
      Multi-agent models often describe populations segregated either in the physical space, i.e. subdivided in metapopulations, or in the ecology of opinions, i.e. partitioned in echo chambers. Here we show how both kinds of ...

    • Emergence of Polarized Ideological Opinions in Multidimensional Topic Spaces 

      Baumann, Fabian; Lorenz-Spreen, Philipp; Sokolov, Igor M.; Starnini, Michele (2021-01-20)
      Article
      Accés obert
      Opinion polarization is on the rise, causing concerns for the openness of public debates. Additionally, extreme opinions on different topics often show significant correlations. The dynamics leading to these polarized ...

    • Epidemic processes on self-propelled particles: Continuum and agent-based modeling 

      Rodríguez García, Jorge Pablo; Paoluzzi, Matteo; Levis, Demian; Starnini, Michele (American Physical Society, 2022-12-05)
      Article
      Accés obert
      Most spreading processes require spatial proximity between agents. The stationary state of spreading dynamics in a population of mobile agents thus depends on the interplay between the time and length scales involved in ...

    • Epidemic spreading in modular time-varying networks 

      Nadini, Matthieu; Sun, Kaiyuan; Ubaldi, Enrico; Starnini, Michele; Rizzo, Alessandro; Perra, Nicola (Nature, 2018-02-05)
      Article
      Accés obert
      We investigate the effects of modular and temporal connectivity patterns on epidemic spreading. To this end, we introduce and analytically characterise a model of time-varying networks with tunable modularity. Within this ...

    • Equivalence between Non-Markovian and Markovian Dynamics in Epidemic Spreading Processes 

      Gleeson, J P; Boguña Espinal, Marian; Starnini, Michele (American Institute of Physics (AIP), 2017-03-24)
      Article
      Accés obert
      A general formalism is introduced to allow the steady state of non-Markovian processes on networks to be reduced to equivalent Markovian processes on the same substrates. The example of an epidemic spreading process is ...

    • Flocking-enhanced social contagion 

      Levis, Demian; Díaz Guilera, Albert; Pagonabarraga Mora, Ignacio; Starnini, Michele (American Physical Society, 2020-09-01)
      Article
      Accés obert
      Background: Emergency Medical Services (EMS) plays a fundamental role in providing good quality healthcare services to citizens, as they are the first responders in distressing situations. Few studies have used available ...

    • Generalized voter-like models on heterogeneous networks 

      Moretti, Paolo; Baronchelli, Andrea; Starnini, Michele; Pastor Satorras, Romualdo (Springer, 2013)
      Capítol de llibre
      Accés restringit per política de l'editorial
      This Chapter presents a generalized model of consensus formation, which is able to encompass all previous formulations of copy/invasion processes inspired by variations on the voter model and the Moran process. It considered ...

    • Geometric randomization of real networks with prescribed degree sequence 

      Starnini, Michele; ortiz, elisenda; Serrano, M.Angels (2019-05-01)
      Article
      Accés obert
      We introduce a model for the randomization of complex networks with geometric structure. The geometric randomization (GR) model assumes a homogeneous distribution of the nodes in a hidden similarity space and uses rewirings ...

    • Global misinformation spillovers in the vaccination debate before and during the COVID-19 pandemic: multilingual Twitter study 

      Lenti, Jacopo; Mejova, Yelena; Kalimeri, Kyriaki; Panisson, André; Paolotti, Daniela; Tizzani, Michele; Starnini, Michele (2023-01-01)
      Article
      Accés obert
      Background: Antivaccination views pervade online social media, fueling distrust in scientific expertise and increasing the number of vaccine-hesitant individuals. Although previous studies focused on specific countries, ...

    • Immunization strategies for epidemic processes in time-varying contact networks 

      Starnini, Michele; Machens, Anna; Cattuto, Ciro; Barrat, Alain; Pastor Satorras, Romualdo (2013)
      Article
      Accés obert
      preading processes represent a very efficient tool to investigate the structural properties of networks and the relative importance of their constituents, and have been widely used to this aim in static networks. Here we ...

    • Impact of data accuracy on the evaluation of COVID-19 mitigation policies 

      Starnini, Michele; Aleta, Alberto; Tizzoni, Michele; Moreno, Yamir (Cambridge University Press, 2021-10-28)
      Article
      Accés obert
      Evaluating the effectiveness of nonpharmaceutical interventions (NPIs) to mitigate the COVID-19 pandemic is crucial to maximize the epidemic containment while minimizing the social and economic impact of these measures. ...

    • Link prediction in multiplex networks via triadic closure 

      Tuninetti, Marta; Aleta, Alberto; Paolotti, Daniela; Moreno, Yamir; Starnini, Michele (American Physical Society, 2020-11-16)
      Article
      Accés obert
      Link prediction algorithms can help to understand the structure and dynamics of complex systems, to reconstruct networks from incomplete data sets, and to forecast future interactions in evolving networks. Available ...

    • Machine learning model as a useful tool for prediction of thyroid nodules histology, aggressiveness and treatment-related complications 

      Dell'Era, Valeria; Perotti, Alan; Starnini, Michele; Campagnoli, Massimo; Silvia Rosa, Maria; Saino, Irene; Aluffi Valletti, Paolo; Garzaro, Massimiliano (Multidisciplinary Digital Publishing Institute (MDPI), 2023-11-01)
      Article
      Accés obert
      Thyroid nodules are very common, 5–15% of which are malignant. Despite the low mortality rate of well-differentiated thyroid cancer, some variants may behave aggressively, making nodule differentiation mandatory. Ultrasound ...

    • Model reproduces individual, group and collective dynamics of human contact networks 

      Starnini, Michele; Baronchelli, Andrea; Pastor Satorras, Romualdo (2016-10-01)
      Article
      Accés obert
      Empirical data on the dynamics of human face-to-face interactions across a variety of social venues have recently revealed a number of context-independent structural and temporal properties of human contact networks. This ...

    • Modeling explosive opinion depolarization in interdependent topics 

      Ojer Ferrer, Jaume; Starnini, Michele; Pastor Satorras, Romualdo (American Institute of Physics (AIP), 2023-05-17)
      Article
      Accés obert
      Understanding the dynamics of opinion depolarization is pivotal to reducing the political divide in our society. We propose an opinion dynamics model, which we name the social compass model, for interdependent topics ...

    • Modeling human dynamics of face-to-face interaction networks 

      Starnini, Michele; Baronchelli, Andrea; Pastor Satorras, Romualdo (American Institute of Physics (AIP), 2013-04-15)
      Article
      Accés obert
      Face-to-face interaction networks describe social interactions in human gatherings, and are the substrate for processes such as epidemic spreading and gossip propagation. The bursty nature of human behavior characterizes ...

    • Modeling partial lockdowns in multiplex networks using partition strategies 

      Plazas,, Adrià; Malvestio, Irene; Starnini, Michele; Díaz Guilera, Albert (Springer Nature, 2021-04-01)
      Article
      Accés obert
      National stay-at-home orders, or lockdowns, were imposed in several countries to drastically reduce the social interactions mainly responsible for the transmission of the SARS-CoV-2 virus. Despite being essential to slow ...

    • Navigability of temporal networks in hyperbolic space 

      ortiz, elisenda; Starnini, Michele; Serrano, M. Angels (Nature, 2017-11-08)
      Article
      Accés obert
      Information routing is one of the main tasks in many complex networks with a communication function. Maps produced by embedding the networks in hyperbolic space can assist this task enabling the implementation of efficient ...

    • No echo in the chambers of political interactions on Reddit 

      De Francisci Morales, Gianmarco; Monti, Corrado; Starnini, Michele (Nature, 2021-02-02)
      Article
      Accés obert
      Echo chambers in online social networks, whereby users’ beliefs are reinforced by interactions with like-minded peers and insulation from others’ points of view, have been decried as a cause of political polarization. Here, ...