Automatic Recommendation Method for Classifier Ensemble Structure Using Meta-Learning

Autor: Robercy Alves Da Silva, Anne Magaly De Paula Canuto, Cephas Alves Da Silveira Barreto, Joao Carlos Xavier-Junior

Publikováno v: IEEE Access, Vol 9, Pp 106254-106268 (2021)

Machine Learning (ML) is a field that aims to develop efficient techniques to provide intelligent decision making solutions to complex real problems. Among the different ML structures, a classifier ensemble has been successfully applied to several cl

Externí odkaz: https://doaj.org/article/3809148bccd6497badf6f102cc662126

The application of Models Portability to predict undergraduate students’ performance by using Transfer Learning

Autor: Carlos Antonio R. Beltran, João Carlos Xavier Júnior, Cephas Alves da Silveira Barreto, Arthur Costa Gorgônio, Song Jong Márcio Simioni da Costa

Publikováno v: Research, Society and Development; Vol. 11 No. 5; e6511527938
Research, Society and Development; Vol. 11 Núm. 5; e6511527938
Research, Society and Development; v. 11 n. 5; e6511527938
Research, Society and Development
Universidade Federal de Itajubá (UNIFEI)
instacron:UNIFEI

One of the great challenges of education in recent years has been to accurately and reliably predict students’ performance in order to apply different strategies in order to help them with their academic deficiencies. Based on this fact, the main g

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0daf8615c761a9e01ca60e81d62bee09
https://rsdjournal.org/index.php/rsd/article/view/27938