Luiz G. A. Alves

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Haroldo V. RibeiroAssociate Professor of Physics, Universidade Estadual de Maringa, BrazilVerified email at dfi.uem.br
Ervin K. LenziProfessor de Física, Universidade Estadual de Ponta GrossaVerified email at uepg.br
Renio dos Santos MendesAssociate Professor of Physics, Universidade Estadual de MaringaVerified email at uem.br
Francisco A. RodriguesUniversidade de São PauloVerified email at icmc.usp.br
Yamir MorenoInstitute BIFI, Universidad de Zaragoza, Zaragoza, SpainVerified email at unizar.es
Luis A. Nunes AmaralE. O. Haven Professor of Chemical and Biological EngnVerified email at northwestern.edu
Giuseppe MangioniAssociate Professor, University of Catania, ItalyVerified email at unict.it
Matjaž PercProfessor of Physics, University of Maribor, SloveniaVerified email at um.si
Angel Akio TateishiUniversidade Tecnológica Federal do ParanáVerified email at utfpr.edu.br
Alvaro Franco MartinsUniversidade Estadual de MaringáVerified email at dfi.uem.br
Gabriel SpadonAssistant Professor, Faculty of Computer Science, Dalhousie UniversityVerified email at dal.ca
Jose F Rodrigues-JrICMC-USPVerified email at icmc.usp.br
André Carlos Ponce de Leon Ferreira...Artificial Intelligence Professor, University of São PauloVerified email at icmc.usp.br
Sergio PicoliUniversidade Estadual de MaringáVerified email at dfi.uem.br
Isabella CingolaniImperial College LondonVerified email at imperial.ac.uk
Manoel Messias Alvino de JesusAssociated Professor at Physics Department, Federal University of Technology - Paraná/Brazil (UTFPR)Verified email at utfpr.edu.br
Alberto AletaUniversity of ZaragozaVerified email at unizar.es
Higor Y. D. SigakiData Scientist at Grupo Boticário | Ph.D. in PhysicsVerified email at grupoboticario.com.br
Rafael ZolaUTFPRVerified email at kent.edu
Celso Vataru NakamuraProfessor, Universidade Estadual de MaringáVerified email at uem.br

Luiz G. A. Alves

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Data Science Machine Learning Complex Networks Complex Systems


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Crime prediction through urban metrics and statistical learning LGA Alves, HV Ribeiro, FA Rodrigues Physica A: Statistical Mechanics and its Applications 505, 435-443, 2018	203	2018
Distance to the scaling law: a useful approach for unveiling relationships between crime and urban metrics LGA Alves, HV Ribeiro, EK Lenzi, RS Mendes PLoS ONE 8, e69580, 2013	123	2013
The dynamical structure of political corruption networks HV Ribeiro, LGA Alves, AF Martins, EK Lenzi, M Perc Journal of Complex Networks 6, 989–1003, 2018	122	2018
Scale-adjusted metrics for predicting the evolution of urban indicators and quantifying the performance of cities LGA Alves, RS Mendes, EK Lenzi, HV Ribeiro PloS One 10 (9), e0134862, 2015	75	2015
Reconstructing commuters network using machine learning and urban indicators G Spadon, ACPLF Carvalho, JF Rodrigues-Jr, LGA Alves Scientific Reports 9, 11801, 2019	72	2019
Scaling laws in the dynamics of crime growth rate LGA Alves, HV Ribeiro, RS Mendes Physica A: Statistical Mechanics and its Applications 392 (11), 2672-2679, 2013	68	2013
Analogies between the cracking noise of ethanol-dampened charcoal and earthquakes HV Ribeiro, LS Costa, LGA Alves, PA Santoro, S Picoli, EK Lenzi, ... Physical Review Letters 115, 025503, 2015	65	2015
The nested structural organization of the worldwide trade multi-layer network LGA Alves, G Mangioni, I Cingolani, FA Rodrigues, P Panzarasa, ... Scientific Reports 9, 2866, 2019	63	2019
Characterization of river flow fluctuations via horizontal visibility graphs AC Braga, LGA Alves, LS Costa, AA Ribeiro, MMA De Jesus, AA Tateishi, ... Physica A: Statistical Mechanics and its Applications 444, 1003-1011, 2016	54	2016
Collective dynamics of stock market efficiency LGA Alves, HSD Sigaki, M Perc, HV Ribeiro Scientific Reports 10, 21992, 2020	44	2020
Unfolding the complexity of the global value chain: Strengths and entropy in the single-layer, multiplex, and multi-layer international trade networks LGA Alves, G Mangioni, FA Rodrigues, P Panzarasa, Y Moreno Entropy 20 (12), 909, 2018	44	2018
Investigating the interplay between mechanisms of anomalous diffusion via fractional Brownian walks on a comb-like structure HV Ribeiro, AA Tateishi, LGA Alves, RS Zola, EK Lenzi New Journal of Physics 16 (9), 093050, 2014	36	2014
Empirical analysis on the connection between power-law distributions and allometries for urban indicators LGA Alves, HV Ribeiro, EK Lenzi, RS Mendes Physica A: Statistical Mechanics and its Applications 409, 175-182, 2014	36	2014
Spatial correlations, clustering and percolation-like transitions in homicide crimes LGA Alves, EK Lenzi, RS Mendes, HV Ribeiro EPL (Europhysics Letters) 111, 18002, 2015	32	2015
Transient superdiffusion and long-range correlations in the motility patterns of trypanosomatid flagellate protozoa LGA Alves, DB Scariot, RR Guimarães, CV Nakamura, RS Mendes, ... PLoS ONE 11, e0152092, 2016	28	2016
Commuting network effect on urban wealth scaling LGA Alves, D Rybski, HV Ribeiro Scientific Report 11, 22918, 2021	25	2021
Forecasting the evolution of fast-changing transportation networks using machine learning W Lei, LGA Alves, LAN Amaral Nature Communications 13, 4252, 2022	23	2022
Centrality anomalies in complex networks as a result of model over-simplification LGA Alves, A Aleta, FA Rodrigues, Y Moreno, LAN Amaral New Journal of Physics 22, 013043, 2020	21	2020
Long-range correlations and fractal dynamics in C. elegans: Changes with aging and stress LGA Alves, PB Winter, LN Ferreira, RM Brielmann, RI Morimoto, ... Physical Review E 96, 022417, 2017	18	2017
The hidden traits of endemic illiteracy in cities LGA Alves, JS Andrade Jr, Q Hanley, HV Ribeiro Physica A: Statistical Mechanics and its Applications 515, 566-574, 2019	14	2019

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