Staff

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Publications

Publication

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Journal article

Oliveira, Marcos, Eraldo Ribeiro, Carmelo Bastos-Filho, and Ronaldo Menezes. 2018. "Spatio-temporal variations in the urban rhythm: The travelling waves of crime." EPJ Data Science (7:29): 1-13. doi: http://dx.doi.org/10.1140/epjds/s13688-018-0158-4.

Oliveira, Marcos, Bastos-Filho Carmelo, and Ronaldo Menezes. 2017. "The Scaling of Crime Concentration in Cities." PLoS ONE 12 (8): e0183110. https://doi.org/10.1371/journal.pone.0183110.

Oliveira, Marcos, Carmelo Bastos-Filho, and Ronaldo Menezes. 2015. "Using network science to assess particle swarm optimizers." doi: http://dx.doi.org/10.1007/s13278-015-0245-5.

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Contribution to edited volume

Taw, Lydia, Nishant Gurrapadi, Mariana Macedo, Marcos Oliveira, Diego Pinheiro, Ronaldo Menezes, and Carmelo Bastos-Filho. 2019. "Characterizing the Social Interactions in the Artificial Bee Colony Algorithm." In 2019 IEEE Congress on Evolutionary Computation (IEEE CEC), edited by IEEE Institute of Electrical and Electronics Engineers, 1243 - 1250. Piscataway, NJ: IEEE. doi: http://dx.doi.org/10.1109/CEC.2019.8789898.

Gurrapadi, Nishant, Lydia Taw, Mariana Macedo, Marcos Oliveira, Diego Pinheiro, Carmelo Bastos-Filho, and Ronaldo Menezes. 2019. "Modelling the Social Interactions in Ant Colony Optimization." In IDEAL 2019: Intelligent Data Engineering and Automated Learning – IDEAL 2019 , edited by Hujun Yin, David Camacho, Peter Tino, Antonio J. Tallón-Ballesteros, and Ronaldo Menezes, Lecture Notes in Computer Science 11872, 216-224. Cham: Springer. doi: http://dx.doi.org/10.1007/978-3-030-33617-2_23.

Oliveira, Marcos, Diego Pinheiro, Marian Macedo, Carmelo Bastos-Filho, and Ronaldo Menezes. 2017. "Better Exploration–Exploitation Pace, Better Swarm: Examining the Social Interactions." In 2017 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 1-6. doi: http://dx.doi.org/10.1109/LA-CCI.2017.8285712.

Elliott, David, Marcello Tomasini, Marcos Oliveira, and Ronaldo Menezes. 2017. "Tippers and Stiffers: an Analysis of Tipping Behavior in Taxi Trips." In IEEE Ubiquitous Intelligence and Computing, IEEE. doi: http://dx.doi.org/10.1109/UIC-ATC.2017.8397523.

Pacheco, Diogo, Marcos Oliveira, and Ronaldo Menezes. 2017. "Using Social Media to Assess Neighborhood Social Disorganization: a Case Study in the United Kingdom." In AI4BigData at the 30th International FLAIRS Conference, https://www.aaai.org/ocs/index.php/FLAIRS/FLAIRS17/paper/view/15497.

Oliveira, Marcos, Diego Pinheiro, Bruno Andrade, Ronaldo Menezes, and Carmelo Bastos-Filho. 2016. "Communication Diversity in Particle Swarm Optimizers." In ANTS 2016 Tenth International Conference on Swarm Intelligence, 77-88. doi: http://dx.doi.org/10.1007/978-3-319-44427-7_7. http://dx.doi.org/10.1007/978-3-319-44427-7_7.

Oliveira, Marcos, Hugo Serrano, Tobin Yehle, Sarah White, and Ronaldo Menezes. 2015. "From Criminal Spheres of Familiarity to Crime Networks." In Complex Networks VI, 219-230. Berlin: Springer. doi: http://dx.doi.org/10.1007/978-3-319-16112-9_22. http://dx.doi.org/10.1007/978-3-319-16112-9_22.

Oliveira, Marcos, Carmelo Bastos-Filho, and Ronaldo Menezes. 2014. "Political Social Networks Reveal Strong Party Loyalty in Brazil and Weak Regionalism." In The Sixth ASE International Conference on Social Computing, doi: http://dx.doi.org/10.13140/RG.2.2.35595.08489.

White, Sarah, Tobin Yehle, Marcos Oliveira, Hugo Serrano, and Ronaldo Menezes. 2014. "The Spatial Structure of Crime in Urban Environments." In The 6th International Conference on Social Informatics. First Workshop on Criminal Network Analysis and Mining., doi: http://dx.doi.org/10.1007/978-3-319-15168-7_14. http://dx.doi.org/10.1007/978-3-319-15168-7_14.

Oliveira, Marcos, Carmelo Bastos-Filho, and Ronaldo Menezes. 2014. "Towards a Network-based Approach to Analyze Particle Swarm Optimizers." In Proceedings of 2014 IEEE Swarm Intelligence Symposium, IEEE. doi: http://dx.doi.org/10.1109/SIS.2014.7011791. http://dx.doi.org/10.1109/SIS.2014.7011791.

Oliveira, Marcos, Carmelo Bastos-Filho, and Ronaldo Menezes. 2013. "Assessing Particle Swarm Optimizers Using Network Science Metrics." In Studies in Computational Intelligence, 476, 173-184. doi: http://dx.doi.org/10.1007/978-3-642-36844-8_17. http://dx.doi.org/10.1007/978-3-642-36844-8_17.

Oliveira, Marcos, Carmelo Bastos-Filho, and Ronaldo Menezes. 2013. "Using Network Science to Define a Dynamic Communication Topology for Particle Swarm Optimizers." In Studies in Computational Intelligence, 424, 39-47. doi: http://dx.doi.org/10.1007/978-3-642-30287-9_5. http://dx.doi.org/10.1007/978-3-642-30287-9_5.

Oliveira, Marcos, Marcelo Lacerda, Erick Barboza, Paulo Cordeiro, and Carmelo Bastos-Filho. 2011. "Car Setup Optimization Using Multi-Objective Swarm Algorithms." In Anais do X Congresso Brasileiro de Inteligência Computacional, doi: http://dx.doi.org/10.21528/CBIC2011-26.3. http://dx.doi.org/10.21528/CBIC2011-26.3.

Bastos-Filho, Carmelo, Marcos Oliveira, Dennis Silva, and Robson Santana. 2011. "Optimizing a Routing Algorithm Based on Hopfield Neural Networks for Graphic Processing Units." In Foundations of Computational Intelligence (FOCI), 2011 IEEE Symposium on, doi: http://dx.doi.org/10.1109/FOCI.2011.5949470. https://doi.org/10.1109/FOCI.2011.5949470.

Bastos-Filho, Carmelo, Marcos Oliveira, and Debora Nascimento. 2011. "Running particle swarm optimization on graphic processing units." In Search Algorithms and Applications, 47-68. InTech. doi: http://dx.doi.org/10.5772/14694. http://dx.doi.org/10.5772/14694.

Oliveira, Marcos, and Carmelo Bastos-Filho. 2011. "Uma Implementação em FPGA de Redes Neurais de Hopfield para Roteamento em Redes de Comunicação." In Anais do X Congresso Brasileiro de Inteligência Computacional, doi: http://dx.doi.org/10.21528/CBIC2011-14.3. http://dx.doi.org/10.21528/CBIC2011-14.3.

Bastos-Filho, Carmelo, Marcos Oliveira, Debora Nascimento, and Alex Ramos. 2010. "Impact of the Random Number generator quality on particle swarm optimization algorithm running on graphic processor units." In Proceedings of the Tenth International Conference on Hybrid Intelligent Systems, IEEE. doi: http://dx.doi.org/10.1109/HIS.2010.5601073. http://dx.doi.org/10.1109/HIS.2010.5601073.

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Monograph

Oliveira, Marcos. 2017. The growth, structure, and dynamics of crime in cities: Dissertation. Florida Institute of Technology, School of Computing.

Oliveira, Marcos. 2013. Utilizando Ciência das Redes para Avaliar e Modificar o Fluxo de Informação de um Otimizador por Enxames de Partículas (Assessing and Modifying Information Flows in Particle Swarm Optimizers): Master. https://macoj.github.io/files/master_thesis.pdf.

Oliveira, Marcos. 2011. Redes Neurais de Hopfield para Roteamento de Redes de Comunicação em FPGA (Hopfield Neural Networks for Network Routing using FPGA): Undergrad final project. University of Pernambuco, Computer Engineering Department. https://macoj.github.io/files/tcc.pdf.

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Other article

Lins, Anthony, Carmelo Bastos-Filho, Marcos Oliveira, Debora Nascimento, and Fernando Lima-Neto. 2012. Analysis of the Performance of the Fish School Search Algorithm Running in Graphic Processing Units. doi: http://dx.doi.org/10.5772/30360. http://dx.doi.org/10.5772/30360.

Talk

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Conference contribution

Oliveira, Marcos. 2018. "The child-pornography space in the dark web." 3rd Symposium on the Structure and Mobility of Crime, NetSci2018 Satellite, 12.06.2018.

Oliveira, Marcos. 2018. "The travelling waves of crime." 3rd Symposium on the Structure and Mobility of Crime, NetSci2018 Satellite, 12.06.2018.

Pinheiro, Diego, Josemar Faustino, Diogo Pacheco, Marcos Oliveira, Ronaldo Menezes, and Henilton Menezes. 2017. "On the Effect of Tax Incentives to the Cultural Space of Co-Sponsorship in Brazil: A Network-Centric Approach." 8th Workshop on Complex Networks (Complenet).

Pinheiro, Diego, Marcos Oliveira, Carmelo Bastos-Filho, and Ronaldo Menezes. 2015. "Network-based Assessment of Swarm Algorithms." NetSci 2015.

Oliveira, Marcos, and Ronaldo Menezes. 2015. "The Scaling Laws of Crime." NetSci 2015.

Organisation

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Event

Oliveira, Marcos, Ronaldo Menezes, Toby Davies, and Bruno Requião. 2018. "NetCrime: 3rd Symposium on the Structure and Mobility of Crime." NetSci 2018, 11.06.2018 - 15.06.2018. https://netcrime.weebly.com.

Oliveira, Marcos, Ronaldo Menezes, and Hugo Serrano. 2017. "NetCrime: 2nd Symposium on the Structure and Mobility of Crime." NetSci 2017. http://biocomplexlab.org/NetCrime/.

Menezes, Ronaldo, Marcos Oliveira, Hugo Serrano, Fernando Lima-Neto, and Carmelo Bastos-Filho. 2015. "NetCrime: Structure and Mobility of Crime Symposium." NetSci 2015, Zaragoza. http://biocomplexlab.org/NetCrime2015/.