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IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN'00)-Volume 6
Classification of Incomplete Data Using the Fuzzy ARTMAP Neural Network
Como, Italy
July 24-July 27
ISBN: 0-7695-0619-4
ASCII Text
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Eric Granger, Mark A. Rubin, Stephen Grossberg, Pierre Lavoie, "Classification of Incomplete Data Using the Fuzzy ARTMAP Neural Network," Neural Networks, IEEE - INNS - ENNS International Joint Conference on, vol. 6, pp. 6035, IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN'00)-Volume 6, 2000.
 
 
BibTex
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@article{ 10.1109/IJCNN.2000.859369,
author = {Eric Granger and Mark A. Rubin and Stephen Grossberg and Pierre Lavoie},
title = {Classification of Incomplete Data Using the Fuzzy ARTMAP Neural Network},
journal ={Neural Networks, IEEE - INNS - ENNS International Joint Conference on},
volume = {6},
year = {2000},
issn = {1098-7576},
pages = {6035},
doi = {http://doi.ieeecomputersociety.org/10.1109/IJCNN.2000.859369},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Neural Networks, IEEE - INNS - ENNS International Joint Conference on
TI - Classification of Incomplete Data Using the Fuzzy ARTMAP Neural Network
SN - 1098-7576
SP
EP
A1 - Eric Granger,
A1 - Mark A. Rubin,
A1 - Stephen Grossberg,
A1 - Pierre Lavoie,
PY - 2000
VL - 6
JA - Neural Networks, IEEE - INNS - ENNS International Joint Conference on
ER -
 
Eric Granger, Department of National Defense and ?cole Polytechnique de Montr?al
Mark A. Rubin, Boston University
Stephen Grossberg, Boston University
Pierre Lavoie, Department of National Defense
The fuzzy ARTMAP neural network is used to classify data that is incomplete in one or more ways. These include a limited number of training cases, missing components, missing class labels, and missing classes. Modifications for dealing with such incomplete data are introduced, and performance is assessed on an emitter identification task using a database of radar pulses.
Citation:
Eric Granger, Mark A. Rubin, Stephen Grossberg, Pierre Lavoie, "Classification of Incomplete Data Using the Fuzzy ARTMAP Neural Network," ijcnn, vol. 6, pp.6035, IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN'00)-Volume 6, 2000
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