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Cristiano Leite de Castro
Cristiano Leite de Castro
Other namesCristiano L Castro, CL Castro, Cristiano Castro
Electrical Engineering Department, Federal University of Minas Gerais
Verified email at ufmg.br - Homepage
Title
Cited by
Cited by
Year
Novel cost-sensitive approach to improve the multilayer perceptron performance on imbalanced data
CL Castro, AP Braga
IEEE transactions on neural networks and learning systems 24 (6), 888-899, 2013
2612013
Learning from imbalanced data sets with weighted cross-entropy function
YS Aurelio, GM De Almeida, CL de Castro, AP Braga
Neural processing letters 50, 1937-1949, 2019
2192019
Evolving clustering algorithm based on mixture of typicalities for stream data mining
J Maia, CAS Junior, FG Guimarães, CL de Castro, AP Lemos, ...
Future Generation Computer Systems 106, 672-684, 2020
492020
Optimization of the area under the ROC curve
CL Castro, AP Braga
2008 10th Brazilian Symposium on Neural Networks, 141-146, 2008
322008
A comparison of cycle spinning versus stationary wavelet transform for the extraction of features of partial discharge signals
HO Mota, FH Vasconcelos, CL de Castro
IEEE Transactions on Dielectrics and Electrical Insulation 23 (2), 1106-1118, 2016
302016
Distance‐based large margin classifier suitable for integrated circuit implementation
LCB Torres, CL Castro, F Coelho, F Sill Torres, AP Braga
Electronics Letters 51 (24), 1967-1969, 2015
242015
An improved algorithm for svms classification of imbalanced data sets
CL Castro, MA Carvalho, AP Braga
Engineering Applications of Neural Networks: 11th International Conference …, 2009
242009
Aprendizado supervisionado com conjuntos de dados desbalanceados
CL Castro, AP Braga
Sba: Controle & Automação Sociedade Brasileira de Automatica 22, 441-466, 2011
222011
An incremental learning approach using long short-term memory neural networks
ÁC Lemos Neto, RA Coelho, CL Castro
Journal of Control, Automation and Electrical Systems 33 (5), 1457-1465, 2022
142022
Gabriel Graph for Dataset Structure and Large Margin Classification: A Bayesian Approach.
LCB Torres, CL Castro, AP Braga
ESANN, 2015
122015
A multi-agent system for solving the dynamic capacitated vehicle routing problem with stochastic customers using trajectory data mining
JC Fonseca-Galindo, G de Castro Surita, JM Neto, CL de Castro, ...
Expert Systems with Applications 195, 116602, 2022
112022
Artificial Neural Networks Learning in ROC Space.
CL Castro, A de Pádua Braga
IJCCI - International Joint Conference on Computational Intelligence, 484-489, 2009
112009
Aplicacao de um Modelo Ensemble de Redes Neurais Artificiais para Previsao de Séries Temporais nao Estacionárias
CL de Castro, A de Pádua Braga, AV Andrade
XXV Congresso da Sociedade Brasileira de Computação, São leopoldo, RS, 2005
112005
Large margin gaussian mixture classifier with a gabriel graph geometric representation of data set structure
LCB Torres, CL Castro, F Coelho, AP Braga
IEEE Transactions on Neural Networks and Learning Systems 32 (3), 1400-1406, 2020
102020
A computational geometry approach for pareto-optimal selection of neural networks
LCB Torres, CL Castro, AP Braga
Artificial Neural Networks and Machine Learning–ICANN 2012: 22nd …, 2012
92012
Stream-based extreme learning machine approach for big data problems
EG Horta, CL Castro, AP Braga
Mathematical Problems in Engineering 2015, 2015
82015
Novos critérios para seleçao de modelos neurais em problemas de classificaçao com dados desbalanceados
CL de Castro
PhD Thesis - Universidade Federal de Minas Gerais, 2011
82011
Concept drift detection with quadtree-based spatial mapping of streaming data
RA Coelho, LCB Torres, CL de Castro
Information Sciences 625, 578-592, 2023
72023
An approach for Brazilian Sign Language (BSL) recognition based on facial expression and k-NN classifier
TM Rezende, C Castro, S Almeida
29th SIBGRAPI, Workshop on Face Processing Applications, on Proceedings, 1-2, 2016
72016
A parameterless mixture model for large margin classification
LCB Torres, CL Castro, AP Braga
2015 International Joint Conference on Neural Networks (IJCNN), 1-6, 2015
72015
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