11
Material Type:
Livro
Although Machine Learning is currently a hot topic... [Prefácio]
Albert Bifet André Carlos Ponce de Leon Ferreira de Carvalho ; João Gama
Mello, Rodrigo Fernandes de; Ponti, Moacir Antonelli Machine learning : a practical approach on the statistical learning theory Cham : Springer, 2018 380 p
Cham Springer 2018
Localização:
ICMC - Inst. Ciên. Mat. Computação
(PROD-2896468 ) (Acessar)
This feature requires javascript
12
Material Type:
Artigo
Adaptive algorithms applied to accelerometer biometrics in a data stream context
Paulo Henrique Pisani Ana Carolina Lorena; André Carlos Ponce de Leon Ferreira de Carvalho
Intelligent Data Analysis Amsterdam : IOS Press v. 21, n. 2, p. 353-370, 2017
Amsterdam 2017
Localização:
ICMC - Inst. Ciên. Mat. Computação
(PROD-2847350 ) (Acessar)
This feature requires javascript
13
Material Type:
Artigo
Hyper-parameter initialization of classification algorithms using dynamic time warping a perspective on PCA meta-features
Tomás Horváth Rafael Gomes Mantovani; André Carlos Ponce de Leon Ferreira de Carvalho
Applied Soft Computing Amsterdam v. 134, p. 1-17, Feb. 2023
Amsterdam 2023
Localização:
ICMC - Inst. Ciên. Mat. Computação
(PROD-3114264 ) (Acessar)
This feature requires javascript
14
Material Type:
Artigo
Metalearning and recommender systems a literature review and empirical study on the algorithm selection problem for collaborative filtering
Tiago Cunha Carlos Soares; André Carlos Ponce de Leon Ferreira de Carvalho
Information Sciences New York : Elsevier v. 423, p. 128-144, Jan. 2018
New York 2018
Localização:
ICMC - Inst. Ciên. Mat. Computação
(PROD-2855018 ) (Acessar)
This feature requires javascript
15
Material Type:
Livro
A beam search based decision tree induction algorithm
Márcio Porto Basgalupp Rodrigo C Barros; André Carlos Ponce de Leon Ferreira de Carvalho ; Alex A Freitas
Kulkarni, Siddhivinayak, org. Machine learning algorithms for problem solving in computational applications : intelligent techniques Hershey : IGI Global, 2012 464 p
Hershey IGI Global 2012
Localização:
ICMC - Inst. Ciên. Mat. Computação
(PROD-2860435 ) (Acessar)
This feature requires javascript
16
Material Type:
Artigo de Congresso
A comparison of hierarchical biclustering ensemble methods
Victor A Padilha André Carlos Ponce de Leon Ferreira de Carvalho ; Brazilian Conference on Intelligent Systems - BRACIS (6. 2017 Uberlândia)
Proceedings Piscataway : IEEE, 2017 978153862407
Piscataway IEEE 2017
Localização:
ICMC - Inst. Ciên. Mat. Computação
(PROD-2867130 ) (Acessar)
This feature requires javascript
17
Material Type:
Artigo
A guidance of data stream characterization for meta-learning
André Luis Debiaso Rossi Bruno Feres de Souza; Carlos Soares; André Carlos Ponce de Leon Ferreira de Carvalho
Intelligent Data Analysis Amsterdam : IOS Press v. 21, n. 4, p. 1015-1035, 2017
Amsterdam 2017
Localização:
ICMC - Inst. Ciên. Mat. Computação
(PROD-2867372 ) (Acessar)
This feature requires javascript
18
Material Type:
Artigo
Ensembles of label noise filters a ranking approach
Luís P. F Garcia Ana C Lorena; Stan Matwin; André Carlos Ponce de Leon Ferreira de Carvalho
Data Mining and Knowledge Discovery New York : Springer v. 30, n. 5, p. 1192-1216, Sept. 2016
New York 2016
Localização:
ICMC - Inst. Ciên. Mat. Computação
(PROD-2772298 ) (Acessar)
This feature requires javascript
19
Material Type:
Artigo
A review on preprocessing algorithm selection with meta-learning
Pedro B Pio Adriano Rivolli; André Carlos Ponce de Leon Ferreira de Carvalho ; Luís Paulo Faina Garcia
Knowledge and Information Systems London v. 66, n. 1, p. 1-28, Jan. 2024
London 2024
Localização:
ICMC - Inst. Ciên. Mat. Computação
(PROD-3152718 ) (Acessar)
This feature requires javascript
20
Material Type:
Artigo
Continual object detection a review of definitions, strategies, and challenges
Angelo Garangau Menezes Gustavo de Moura; Cézanne Alves; André Carlos Ponce de Leon Ferreira de Carvalho
Neural Networks Kidlington v. 161, p. 476-493, Apr. 2023
Kidlington 2023
Localização:
ICMC - Inst. Ciên. Mat. Computação
(PROD-3121535 ) (Acessar)
This feature requires javascript