Zobrazeno 1 - 5
of 5
pro vyhledávání: '"Alisson S. C. Alencar"'
Publikováno v:
IEEE Signal Processing Letters. 29:962-966
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::035e8eb4864884c5f8e3f64d24d8cc2a
https://doi.org/10.1109/lsp.2022.3161122
https://doi.org/10.1109/lsp.2022.3161122
Publikováno v:
Applied Soft Computing. 44:101-107
Graphical abstractDisplay Omitted HighlightsWe propose a pruning method for ELM using genetic algorithms (GA).Our proposal estimates the leave-one-out (LOO) error using the PRESS statistic.Our proposal, called GAP-ELM, was tested on 7 real world data
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::dd3a339b1ef9c59074113e4abb604b2e
https://doi.org/10.1016/j.asoc.2016.03.019
https://doi.org/10.1016/j.asoc.2016.03.019
Autor:
Alisson S. C. Alencar, Nykolas Mayko Maia Barbosa, João P. P. Gomes, Diego Farias de Oliveira, Leonardo Ramos Rodrigues
Publikováno v:
BRACIS
Solving regression problems with interval-valued datasets is a challenging task that may arise in many real world applications. Motivated by that fact, many researchers have proposed nonlinear regression methods to handle interval-valued data in rece
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::21cb8f93a5e20d6bf1c059ce03b1fc41
https://doi.org/10.1109/bracis.2018.00040
https://doi.org/10.1109/bracis.2018.00040
Autor:
Rossana M. C. Andrade, Weslley L. Caldas, Alisson S. C. Alencar, Paulo Armando Cavalcante Aguilar, Cristiano Rodrigues, João P. P. Gomes, Amauri H. Souza, Miguel Franklin de Castro, Wellington Franco
Publikováno v:
BRACIS
Ranking is an important task in information retrieval and has gained much attention in recent years. Among the most used strategies, machine learning has achieved important results. The current work proposes a new machine learning based ranking algor
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::05d418438845fd1ab780e3748916a461
https://doi.org/10.1109/bracis.2015.39
https://doi.org/10.1109/bracis.2015.39
Autor:
Miguel Franklin de Castro, Rossana M. C. Andrade, Lívio A. M. Freire, Alisson S. C. Alencar, José Wellington Franco da Silva, João P. P. Gomes, Amauri H. Souza
Publikováno v:
BRACIS
Short-text classification is a challenging natural language processing problem. Beyond classification accuracy, another issue refers to the dimensionality of the feature vectors used for classification. This is especially important for embedded appli
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::68141b99ffaf92879f890b539c5f7666
https://doi.org/10.1109/bracis.2014.47
https://doi.org/10.1109/bracis.2014.47