1
Material Type:
Artigo
Using the one-vs-one decomposition to improve the performance of class noise filters via an aggregation strategy in multi-class classification problems
Luís P. F Garcia José A Sáez; Julián Luengo; Ana C Lorena; André Carlos Ponce de Leon Ferreira de Carvalho; Francisco Herrera
Knowledge-Based Systems Amsterdam : Elsevier v. 90, p. 153-164, Dec. 2015
Amsterdam 2015
Localização:
ICMC - Inst. Ciên. Mat. Computação
(PROD-2721161 ) (Acessar)
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2
Material Type:
Artigo
Online adaptive decision trees based on concentration inequalities
Isvani Frías-Blanco José del Campo-Ávila; Gonzalo Ramos-Jiménez; André Carlos Ponce de Leon Ferreira de Carvalho; Agustín Ortiz-Díaz; Rafael Morales-Bueno
Knowledge-Based Systems Amsterdam : Elsevier v. 104, p. 179-194, Jul. 2016
Amsterdam 2016
Localização:
ICMC - Inst. Ciên. Mat. Computação
(PROD-2756039 ) (Acessar)
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3
Material Type:
Artigo
Simultaneous co-clustering and learning to address the cold start problem in recommender systems
Andre Luiz Vizine Pereira Eduardo Raul Hruschka 1972-
Knowledge-Based Systems Amsterdam : Elsevier v. 82, p. 11-19, jul. 2015
Amsterdam 2015
Localização:
ICMC - Inst. Ciên. Mat. Computação
(PROD-2681091 ) (Acessar)
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4
Material Type:
Artigo
New label noise injection methods for the evaluation of noise filters
Luís P. F Garcia Jens Lehmann; André Carlos Ponce de Leon Ferreira de Carvalho; Ana Carolina Lorena
Knowledge-Based Systems Amsterdam : Elsevier v. 163, p. 693-704, Jan. 2019
Amsterdam 2019
Localização:
ICMC - Inst. Ciên. Mat. Computação
(PROD-2922435 ) (Acessar)
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5
Material Type:
Artigo
A meta-learning approach for recommending the number of clusters for clustering algorithms
Bruno Almeida Pimentel André Carlos Ponce de Leon Ferreira de Carvalho
Knowledge-Based Systems Amsterdam : Elsevier v. 195, p. 1-14, May 2020
Amsterdam 2020
Localização:
ICMC - Inst. Ciên. Mat. Computação
(PROD-2991650 ) (Acessar)
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6
Material Type:
Artigo
Meta-features for meta-learning
Adriano Rivolli Luís Paulo Faina Garcia; Carlos Soares; Joaquin Vanschoren; André Carlos Ponce de Leon Ferreira de Carvalho
Knowledge-Based Systems Amsterdam v. 240, p. 1-21, Mar. 2022
Amsterdam 2022
Localização:
ICMC - Inst. Ciên. Mat. Computação
(PROD-3060438 ) (Acessar)
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7
Material Type:
Artigo
Using bipartite heterogeneous networks to speed up inductive semi-supervised learning and improve automatic text categorization
Rafael Geraldeli Rossi Alneu de Andrade Lopes; Solange Oliveira Rezende
Knowledge-Based Systems Amsterdam : Elsevier v. 132, p. 94-118, Sep. 2017
Amsterdam 2017
Localização:
ICMC - Inst. Ciên. Mat. Computação
(PROD-2841661 ) (Acessar)
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