We explore a community-detection cellular automata algorithm inspired by human heuristics, based on information diffusion and a non-linear processing phase with a dynamics inspired by human heuristics. The main point of the methods is that of furnishing different “views” of the clustering levels from an individual point of view. We apply the method to networks with local connectivity and long-range rewiring.
Community-Detection Cellular Automata with Local and Long-Range Connectivity Cellular Automata / Franco Bagnoli;Emanuele Massaro;Andrea Guazzini. - STAMPA. - 7495:(2012), pp. 204-213. (Intervento presentato al convegno 10th International Conference on Cellular Automata for Research and Industry, ACRI 2012 tenutosi a Santorini Island, Greece nel September 24-27, 2012) [10.1007/978-3-642-33350-7_21].
Community-Detection Cellular Automata with Local and Long-Range Connectivity Cellular Automata
BAGNOLI, FRANCO;MASSARO, EMANUELE;GUAZZINI, ANDREA
2012
Abstract
We explore a community-detection cellular automata algorithm inspired by human heuristics, based on information diffusion and a non-linear processing phase with a dynamics inspired by human heuristics. The main point of the methods is that of furnishing different “views” of the clustering levels from an individual point of view. We apply the method to networks with local connectivity and long-range rewiring.
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