Creating and sharing knowledge for telecommunications
... Mário Wedney de Lima Moreira

PhD Student

Mário Moreira

Former IT academic position: External Author
Joining/Leaving IT dates: 31-07-2015 / 31-03-2019
Roles held in IT: PhD Student
Former IT thematic line: Networks and Services
Group: Network Architectures and Protocols – Cv

Scientific Achievements

  • A. Silva, S. Pereira, M. Moreira, J. R. Rodrigues, R. Rabêlo, K. S. Saleem, Performance Evaluation of Recurrent Neural Networks for Short-Term Investment Decision in Stock Market, Chapter in, Applied Soft Computing and Communication Networks, Springer, Singapore, 2020
  • M. Moreira, J. R. Rodrigues, K. S. Saleem, V. Korotaev, Computational Learning Approaches for Personalized Pregnancy Care, IEEE Network, Vol. 34, No. 2, pp. 106 - 111, March, 2020 | BibTex
  • M. Moreira, J. R. Rodrigues, F. E. C. Carvalho, J. M. Al-Muhtadi, S. K. Kozlov, R. Rabêlo, Classification of risk areas using a bootstrap-aggregated ensemble approach for reducing Zika virus infection in pregnant women, Pattern Recognition Letters, Vol. 125, No. 1, pp. 289 - 194, July, 2019 | BibTex
  • M. Moreira, J. R. Rodrigues, V. F. Furtado, N. K. Kumar, V. Korotaev, Averaged one-dependence estimators on edge devices for smart pregnancy data analysis, Computers and Electrical Engineering, Vol. 77, No. -, pp. 435 - 444, July, 2019 | BibTex
  • M. Moreira, J. R. Rodrigues, N. K. Kumar, K. S. Saleem, I. Illin, Postpartum Depression Prediction through Pregnancy Data Analysis for Emotion-aware Smart Systems, Information Fusion, Vol. 47, No. 1, pp. 23 - 31, May, 2019 | Full text (PDF 987 KBs) | BibTex
  • M. Moreira, J. R. Rodrigues, A. K. Sangaiah, J. M. Al-Muhtadi, V. K Korotaev, Semantic interoperability and pattern classification for a service-oriented architecture in pregnancy care, Future Generation Computer Systems, Vol. 89, No. 1, pp. 137 - 147, December, 2018,
    | Abstract
    | Full text (PDF 1 MB) | BibTex
  • M. Moreira, J. R. Rodrigues, N. K. Kumar, J. M. Al-Muhtadi, V. K Korotaev, Evolutionary Radial Basis Function Network for Gestational Diabetes Data Analytics, Journal of Computational Science, Vol. 27, No. 1, pp. 410 - 417, July, 2018 | BibTex
  • M. Moreira, J. R. Rodrigues, J. M. Al-Muhtadi, V. K Korotaev, V. Albuquerque, Neuro-fuzzy model for HELLP syndrome prediction in mobile cloud computing environments, Concurrency and Computation: Practice and Experience, Vol. n/a, No. 1, pp. e4651 - e4651, July, 2018 | BibTex
  • M. Moreira, J. R. Rodrigues, N. K. Kumar, J. M. Al-Muhtadi, V. K Korotaev, Nature-Inspired Algorithm for Training Multilayer Perceptron Networks in e-health Environments for High-Risk Pregnancy Care, Journal of Medical Systems, Vol. 42, No. 3, pp. 1 - 10, February, 2018,
    | Abstract
    | BibTex