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A Distance-Based Tool-Set to Track Inconsistent Urban Structures Through Complex-Networks

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Autor(es):
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Spadon, Gabriel ; Machado, Bruno B. ; Eler, Danilo M. ; Rodrigues Jr, Jose F. ; Shi, Y ; Fu, H ; Tian, Y ; Krzhizhanovskaya, VV ; Lees, MH ; Dongarra, J ; Sloot, PMA
Número total de Autores: 11
Tipo de documento: Artigo Científico
Fonte: COMPUTATIONAL SCIENCE - ICCS 2018, PT I; v. 10860, p. 14-pg., 2018-01-01.
Resumo

Complex networks can be used for modeling street meshes and urban agglomerates. With such a model, many aspects of a city can be investigated to promote a better quality of life to its citizens. Along these lines, this paper proposes a set of distance-based pattern-discovery algorithmic instruments to improve urban structures modeled as complex networks, detecting nodes that lack access from/to points of interest in a given city. Furthermore, we introduce a greedy algorithm that is able to recommend improvements to the structure of a city by suggesting where points of interest are to be placed. We contribute to a thorough process to deal with complex networks, including mathematical modeling and algorithmic innovation. The set of our contributions introduces a systematic manner to treat a recurrent problem of broad interest in cities. (AU)

Processo FAPESP: 16/17078-0 - Mineração, indexação e visualização de Big Data no contexto de sistemas de apoio à decisão clínica (MIVisBD)
Beneficiário:Agma Juci Machado Traina
Modalidade de apoio: Auxílio à Pesquisa - Temático
Processo FAPESP: 17/08376-0 - Análise e aperfeiçoamento de sistemas urbanos por meio de mapas digitais representados por redes complexas
Beneficiário:Gabriel Spadon de Souza
Modalidade de apoio: Bolsas no Brasil - Doutorado