Mário Wedney de Lima Moreira

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 scientific area:	Networks and Multimedia
Group:	Network Architectures and Protocols – Cv

RESEARCHER ID SCOPUS SCHOLAR

Scientific Achievements

Academic Activities

Supervision of theses

1BSc Student

Solução Inteligente Baseada em Aprendizado de Máquina para a Classificação de Doenças Transmitidas pelo Vetor Aedes Aegypti, BSc Student, Oton Crispim Braga, Concluded 10-2017

Publications

6Papers in Journals

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, 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

13Papers in Conferences

M. Moreira, J. R. Rodrigues, V. F. Furtado, C. M. Mavromoustakis, N. K. Kumar, I. W. Woungang, Fetal Birth Weight Estimation in High-risk Pregnancies through Machine Learning Techniques, IEEE International Conference on Communications - ICC, Shanghai, China, Vol., pp. -, May, 2019 | BibTex
M. Moreira, J. R. Rodrigues, G. A.B.M. Marcondes, A. Neto Neto, V. F. Furtado, Predicting Neonatal Condition at Birth through Ensemble Learning Methods in Pregnancy Care, Congresso da Sociedade Brasileira de Computação (CSBC), Natal, RN, Brazil, Vol., pp. -, July, 2018 | BibTex
J. R. Rodrigues, M. Moreira, G. A.B.M. Marcondes, A. Neto Neto, N. K. Kumar, I. Torre-Díez, A Preterm Birth Risk Prediction System for Mobile Health Applications Based on the Support Vector Machine Algorithm, IEEE Communications Society IEEE International Conference on Communications ICC, Kansas City, United States, Vol., pp. -, May, 2018 | BibTex
M. Moreira, J. R. Rodrigues, N. K. Kumar, J. N. Niu, A. K. Sangaiah, Multilayer Perceptron Application for Diabetes Mellitus Prediction in Pregnancy Care, International Conference on Frontier Computing - FC, Osaka, Japan, Vol. 464, pp. 200 - 209, April, 2018,
| Abstract | BibTex
M. Moreira, J. R. Rodrigues, N. K. Kumar, J. N. Niu, I. W. Woungang, Performance Assessment of Decision Tree-based Predictive Classifiers for Risk Pregnancy Care, IEEE Global Communications Conference - GLOBECOM, Singapore, Singapore, Vol., pp. -, December, 2017,
| Abstract | Full text (PDF 535 KBs) | BibTex
R. R. Ramos, C. Silva, M. Moreira, J. R. Rodrigues, A. O. Oliveira, O. Monteiro, Using Predictive Classifiers to Prevent Infant Mortality in the Brazilian Northeast, IEEE ComSoc - International Conference on e-Health Networking, Applications and Services Healthcom, Dalian, China, Vol., pp. -, October, 2017,
| Abstract | Full text (PDF 887 KBs) | BibTex
M. Moreira, J. R. Rodrigues, A. O. Oliveira, K. S. Saleem, A. Neto Neto, Performance Evaluation of the Tree Augmented Naive Bayes Classifier for Knowledge Discovery in Healthcare Databases, Sociedade Brasileira de Computação - Workshop de Informática Médica WIM, São Paulo, Brazil, Vol., pp. -, July, 2017,
| Abstract | BibTex
M. Moreira, J. R. Rodrigues, A. O. Oliveira, K. S. Saleem, A. Neto Neto, Predicting Hypertensive Disorders in High-risk Pregnancy Using the Random Forest Approach, IEEE Communications Society IEEE International Conference on Communications ICC, Paris, France, Vol. 1, pp. 1 - 5, May, 2017,
| Abstract | BibTex
O. Braga, O. Castro, M. Moreira, J. R. Rodrigues, F. Silveira, A. O. Oliveira, A. Neto Neto, A Mobile Health Solution for Diseases Control Transmitted by Aedes Aegypti Mosquito using Predictive Classifiers, SBRC - CoUrb, Belém, PA, Brazil, Vol., pp. -, May, 2017,
| Abstract | Full text (PDF 635 KBs) | BibTex
M. Moreira, J. R. Rodrigues, A. O. Oliveira, K. S. Saleem, A. Neto Neto, Performance Evaluation of Predictive Classifiers for Pregnancy Care, IEEE Global Communications Conference - GLOBECOM, Washington, DC, United States, Vol. CD, pp. 1 - 5, December, 2016,
| Abstract | Full text (PDF 363 KBs) | BibTex
M. Moreira, J. R. Rodrigues, A. O. Oliveira, K. S. Saleem, A. Neto Neto, An Inference Mechanism Using Bayes-based Classifiers in Pregnancy Care, International Conf. on E-Health Networking, Applications and Services - HealthCom, Munich, Germany, Vol. CD, pp. 1 - 5, September, 2016,
| Abstract | Full text (PDF 627 KBs) | BibTex
M. Moreira, J. R. Rodrigues, A. O. Oliveira, R. R. Ramos, K. S. Saleem, A preeclampsia diagnosis approach using Bayesian networks, IEEE Communications Society IEEE International Conference on Communications ICC, Kuala Lumpur, Malaysia, Vol. CD, pp. 1 - 5, May, 2016,
| Abstract | Full text (PDF 1 MB) | BibTex
M. Moreira, J. R. Rodrigues, A. O. Oliveira, K. S. Saleem, Smart mobile system for pregnancy care using body sensors, International Conference on Selected Topics in Mobile & Wireless Networking MoWNeT, Cairo, Egypt, Vol. 1, pp. 1 - 4, April, 2016,
| Abstract | Full text (PDF 491 KBs) | BibTex

IT Alumni Profile

Mário Moreira

Scientific Achievements

Supervision of theses