Marcos Cunha Oliveira Júnior, da

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dr. Marcos Oliveira, MSc

 https://orcid.org/0000-0003-3407-5361
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  • 2024

    Towards the Identification of Money Laundering in Bank Transactions using Recurrent Neural Networks

    Xavier, I., Veiga, E., Ribeiro, A. M. N. C., De Paula Monteiro, R., Oliveira, M., Amaro, R. & Pinheiro, D., 2024, 2024 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2024 - Proceedings. Orjuela-Canon, A. D. (ed.). Institute of Electrical and Electronics Engineers Inc., (2024 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2024 - Proceedings).

    Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  • 2023

    Getting the Boot? Predicting the Dismissal of Managers in Football

    Attié, M., Pacheco, D. & Oliveira, M., 2023, Complex Networks XIV - Proceedings of the 14th Conference on Complex Networks, CompleNet 2023. Teixeira, A. S., Botta, F., Menezes, R., Mendes, J. F. & Mangioni, G. (eds.). Springer Science and Business Media B.V., p. 132-140 9 p. (Springer Proceedings in Complexity).

    Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  • Regularizing Neural Networks with Noise Injection for Classification of Brain Tumor in Magnetic Resonance Imaging

    de Barros Filho, U. T., Rocha, P., Oliveira, M., Nogueira, A. M., Ribeiro, C., de Paula Monteiro, R. & Pinheiro, D., 2023, 2023 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2023. Institute of Electrical and Electronics Engineers Inc., (2023 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2023).

    Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  • Using Vector Fields in the Modelling of Movements as Flows: A Case Study with Cattle Trade Networks

    Farokhnejad, S., Oliveira, M., Ribeiro, E. & Menezes, R., 2023, Complex Networks XIV - Proceedings of the 14th Conference on Complex Networks, CompleNet 2023. Teixeira, A. S., Botta, F., Menezes, R., Mendes, J. F. & Mangioni, G. (eds.). Springer Science and Business Media B.V., p. 155-167 13 p. (Springer Proceedings in Complexity).

    Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  • 2021

    Fishing for interactions: A network science approach to modeling fish school search

    Macedo, M., Taw, L., Gurrapadi, N., Lira, R. C., Pinheiro, D., Oliveira, M., Bastos-Filho, C. & Menezes, R., 26 Jun 2021, GECCO 2021 - Proceedings of the 2021 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, Inc, p. 40-48 9 p. (GECCO 2021 - Proceedings of the 2021 Genetic and Evolutionary Computation Conference).

    Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
  • 2019

    Characterizing the Social Interactions in the Artificial Bee Colony Algorithm

    Taw, L., Gurrapadi, N., MacEdo, M., Oliveira, M., Pinheiro, D., Bastos-Filho, C. & Menezes, R., Jun 2019, 2019 IEEE Congress on Evolutionary Computation, CEC 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1243-1250 8 p. 8789898. (2019 IEEE Congress on Evolutionary Computation, CEC 2019 - Proceedings).

    Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

    Open Access

  • Modelling the Social Interactions in Ant Colony Optimization

    Gurrapadi, N., Taw, L., Macedo, M., Oliveira, M., Pinheiro, D., Bastos-Filho, C. & Menezes, R., 2019, Intelligent Data Engineering and Automated Learning – IDEAL 2019 - 20th International Conference, Proceedings. Yin, H., Allmendinger, R., Camacho, D., Tino, P., Tallón-Ballesteros, A. J. & Menezes, R. (eds.). Springer, p. 216-224 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11872 LNCS).

    Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  • 2018

    Tippers and stiffers: An analysis of tipping behavior in taxi trips

    Elliott, D., Tomasini, M., Oliveira, M. & Menezes, R., 26 Jun 2018, 2017 IEEE SmartWorld Ubiquitous Intelligence and Computing, Advanced and Trusted Computed, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People and Smart City Innovation, SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1-8 8 p. (2017 IEEE SmartWorld Ubiquitous Intelligence and Computing, Advanced and Trusted Computed, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People and Smart City Innovation, SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017 - Conference Proceedings).

    Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  • 2017

    Better exploration-exploitation pace, better swarm: Examining the social interactions

    Oliveira, M., Pinheiro, D., MacEdo, M., Bastos-Filho, C. & Menezes, R., 2 Jul 2017, 2017 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. (2017 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2017 - Proceedings; vol. 2017-November).

    Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  • Using social media to assess neighborhood social disorganization: A case study in the United Kingdom

    Pacheco, D. F., Oliveira, M. & Menezes, R., 2017, FLAIRS 2017 - Proceedings of the 30th International Florida Artificial Intelligence Research Society Conference. Rus, V. & Markov, Z. (eds.). AAAI Press, p. 341-346 6 p. (FLAIRS 2017 - Proceedings of the 30th International Florida Artificial Intelligence Research Society Conference).

    Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  • 2016

    Communication diversity in particle swarm optimizers

    Oliveira, M., Pinheiro, D., Andrade, B., Bastos-Filho, C. & Menezes, R., 2016, Swarm Intelligence - 10th International Conference, ANTS 2016, Proceedings. Li, X., López-Ibáñez, M., Pinciroli, C., Dorigo, M., Birattari, M., Stützle, T. & Ohkura, K. (eds.). Springer Verlag, p. 77-88 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9882 LNCS).

    Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  • 2015

    Towards a network-based approach to analyze particle swarm optimizers

    Oliveira, M., Bastos-Filho, C. J. A. & Menezes, R., 15 Jan 2015, IEEE SSCI 2014 - 2014 IEEE Symposium Series on Computational Intelligence - SIS 2014: 2014 IEEE Symposium on Swarm Intelligence, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 166-173 8 p. 7011791. (IEEE SSCI 2014 - 2014 IEEE Symposium Series on Computational Intelligence - SIS 2014: 2014 IEEE Symposium on Swarm Intelligence, Proceedings).

    Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  • The spatial structure of crime in urban environments

    White, S., Oliveira, M. & Menezes, R., 2015, Social Informatics - SocInfo 2014 International Workshops, Revised Selected Papers. McFarland, D. & Aiello, L. M. (eds.). Springer Verlag, p. 102-111 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8852).

    Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  • 2013

    Using Network science to define a dynamic communication topology for particle swarm optimizers

    Junior, M. A. C. O., Bastos Filho, C. J. A. & Menezes, R., 2013, Complex Networks. Springer Verlag, p. 39-47 9 p. (Studies in Computational Intelligence; vol. 424).

    Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  • 2011

    Optimizing a routing algorithm based on hopfield neural networks for graphic processing units

    Bastos-Filho, C. J. A., Oliveira, M. A. C., Silva, D. R. C. & Santana, R. A., 2011, IEEE SSCI 2011 - Symposium Series on Computational Intelligence - FOCI 2011: 2011 IEEE Symposium on Foundations of Computational Intelligence. p. 88-93 6 p. 5949470. (IEEE SSCI 2011 - Symposium Series on Computational Intelligence - FOCI 2011: 2011 IEEE Symposium on Foundations of Computational Intelligence).

    Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

  • 2010

    Impact of the random number generator quality on particle swarm optimization algorithm running on Graphic Processor Units

    Bastos-Filho, C. J. A., Junior, M. A. C. O., Nascimento, D. N. O. & Ramos, A. D., 2010, 2010 10th International Conference on Hybrid Intelligent Systems, HIS 2010. p. 85-90 6 p. 5601073. (2010 10th International Conference on Hybrid Intelligent Systems, HIS 2010).

    Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review