Beatriz Souza Leite Pires de Lima

Deep learning for stock market prediction from financial news articles

Manuel Vargas, Beatriz Souza Leite Pires de Lima, Alexandre G. Evsukoff · 2017 · 225 citations

Engineering, Machine Learning, Financial Data +20

A KNN Undersampling Approach for Data Balancing

Marcelo Beckmann, Nelson F. F. Ebecken, Beatriz Souza Leite Pires de Lima · Journal of Intelligent Learning Systems and Applications · 2015 · 129 citations · Full text

Load Balancing (Computing), Engineering, Machine Learning +21

ANN-based surrogate models for the analysis of mooring lines and risers

Aloísio Carlos de Pina, Aline Aparecida de Pina, Carl Horst Albrecht et al. · Applied Ocean Research · 2013 · 86 citations

Numerical Analysis, Subsea System, Coastal Engineering +8

Optimal design of submarine pipeline routes by genetic algorithm with different constraint handling techniques

Rodrigo Ribeiro de Lucena, Juliana Souza Baioco, Beatriz Souza Leite Pires de Lima et al. · Advances in Engineering Software · 2014 · 61 citations

Engineering, Industrial Engineering, Intelligent Optimization +11

A rank-based constraint handling technique for engineering design optimization problems solved by genetic algorithms

Rafael de Paula Garcia, Beatriz Souza Leite Pires de Lima, Afonso Celso de Castro Lemonge et al. · Computers & Structures · 2017 · 57 citations

Engineering, Genetic Algorithms, Industrial Engineering +9