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 thematic line:	Networks and Services
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

1Books Chapters

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

8Papers in Journals

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

20Papers in Conferences

M. Ribeiro, R. Monteiro, M. Moreira, J. R. Rodrigues, Instance Segmentation in Mobile Computing Environments for Identification of Specific Characteristics in Endangered Species, International Wireless Communications & Mobile Computing Conference - IWCMC, Conference online, Vol. -, pp. - - -, July, 2021 | BibTex
M. Ribeiro, R. Monteiro, M. Moreira, J. R. Rodrigues, Instance Segmentation in Mobile Computing Environments for Identification of Specific Characteristics in Endangered Species, International Wireless Communications & Mobile Computing Conference - IWCMC, Harbin, China, June, 2021 | BibTex
M. Carneiro, M. Moreira, S. Pereira, E. Gallindo, J. R. Rodrigues, Recommender System for Postpartum Depression Monitoring based on Sentiment Analysis, IEEE Healthcom, Shenzhen, China, March, 2021 | BibTex
A. Moura, S. Pereira, M. Moreira, J. R. Rodrigues, Video Monitoring System using Facial Recognition: A Facenet-based Approach, IEEE Global Communications Conference - GLOBECOM, Taipai, Taiwan, December, 2020 | BibTex
M. Carneiro, M. Moreira, S. Pereira, E. Gallindo, J. R. Rodrigues, Recommender System for Postpartum Depression Monitoring based on Sentiment Analysis, IEEE Healthcom, Shenzhen, China, December, 2020 | BibTex
R. Monteiro, M. Moreira, J. R. Rodrigues, G. Araújo, Application of Ubiquitous Devices for Fishery Control of Endangered Species, CSBC Simpósio Brasileiro de Computação Ubíqua e Pervasiva - SBCUP, Cuiabá, Brazil, November, 2020 | BibTex
S. Pereira, R. Filho, R. Ramos, M. Oliveira, M. Moreira, J. R. Rodrigues, P. S. Solic, Improving Maternal Risk Analysis in Public Health Systems, International Multidisciplinary Conference on Computer and Energy Science SpliTech, Split, Croatia, September, 2020 | BibTex
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, Shanghai, China, May, 2019 | BibTex
M. Moreira, J. R. Rodrigues, G. A.B.M. Marcondes, A. 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, July, 2018 | BibTex
J. R. Rodrigues, M. Moreira, G. A.B.M. Marcondes, A. 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, 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, 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, October, 2017,
| Abstract | Full text (PDF 887 KBs) | BibTex
M. Moreira, J. R. Rodrigues, A. O. Oliveira, K. S. Saleem, A. 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, July, 2017,
| Abstract | BibTex
M. Moreira, J. R. Rodrigues, A. O. Oliveira, K. S. Saleem, A. 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, A Mobile Health Solution for Diseases Control Transmitted by Aedes Aegypti Mosquito using Predictive Classifiers, SBRC - CoUrb, Belém, PA, Brazil, May, 2017,
| Abstract | Full text (PDF 635 KBs) | BibTex
M. Moreira, J. R. Rodrigues, A. O. Oliveira, K. S. Saleem, A. 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, 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