Functionally expanded streaming data as input to classification processes using ensembles of constructive neural networks

2016 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2016.7727424 ◽

2016 ◽

Author(s):

Joao Roberto Bertini ◽

Maria do Carmo Nicoletti

Keyword(s):

Neural Networks ◽

Streaming Data ◽

Constructive Neural Networks

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Semi-supervised learning method of constructive neural networks

2015 IEEE Advanced Information Technology, Electronic and Automation Control Conference (IAEAC) ◽

10.1109/iaeac.2015.7428711 ◽

2015 ◽

Author(s):

Yanqing Feng ◽

Mingxiang Xie ◽

Lunwen Wang

Keyword(s):

Neural Networks ◽

Supervised Learning ◽

Learning Method ◽

Constructive Neural Networks

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Online filtering of CO2 signals from a bioreactor gas outflow using a committee of constructive neural networks

Bioprocess and Biosystems Engineering ◽

10.1007/s00449-007-0152-x ◽

2007 ◽

Vol 31 (2) ◽

pp. 101-109 ◽

Cited By ~ 9

Author(s):

Roberto C. Giordano ◽

João R. Bertini ◽

Maria C. Nicoletti ◽

Raquel L. C. Giordano

Keyword(s):

Neural Networks ◽

Constructive Neural Networks

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Strategies for constructive neural networks and its application to regression models

2012 International Conference on Computer Science and Information Processing (CSIP) ◽

10.1109/csip.2012.6308828 ◽

2012 ◽

Author(s):

Jifu Nong

Keyword(s):

Neural Networks ◽

Regression Models ◽

Constructive Neural Networks

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On the Global Convergence of the Parzen-Based Generalized Regression Neural Networks Applied to Streaming Data

Artificial Intelligence and Soft Computing - Lecture Notes in Computer Science ◽

10.1007/978-3-319-91253-0_3 ◽

2018 ◽

pp. 25-34

Author(s):

Jinde Cao ◽

Leszek Rutkowski

Keyword(s):

Neural Networks ◽

Global Convergence ◽

Streaming Data ◽

Generalized Regression Neural Networks ◽

Generalized Regression

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Objective functions for training new hidden units in constructive neural networks

IEEE Transactions on Neural Networks ◽

10.1109/72.623214 ◽

1997 ◽

Vol 8 (5) ◽

pp. 1131-1148 ◽

Cited By ~ 142

Author(s):

Tin-Yan Kwok ◽

Dit-Yan Yeung

Keyword(s):

Neural Networks ◽

Objective Functions ◽

Constructive Neural Networks

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Improved Learning in Constructive Neural Networks for Pattern Classification using Genetic Algorithm

Indian Journal of Science and Technology ◽

10.17485/ijst/2017/v10i18/92674 ◽

2017 ◽

Vol 10 (18) ◽

pp. 1-14

Author(s):

Mochitha Vijayan ◽

S. S Sridhar ◽

Vivia John ◽

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...

Keyword(s):

Genetic Algorithm ◽

Neural Networks ◽

Pattern Classification ◽

Constructive Neural Networks ◽

Improved Learning

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Probabilistic Neural Networks for the Streaming Data Classification

Studies in Big Data - Stream Data Mining: Algorithms and Their Probabilistic Properties ◽

10.1007/978-3-030-13962-9_11 ◽

2019 ◽

pp. 245-277

Author(s):

Leszek Rutkowski ◽

Maciej Jaworski ◽

Piotr Duda

Keyword(s):

Neural Networks ◽

Data Classification ◽

Streaming Data ◽

Probabilistic Neural Networks

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Estimating movements of a robotic manipulator by hybrid constructive neural networks

Neurocomputing ◽

10.1016/j.neucom.2003.03.001 ◽

2004 ◽

Vol 56 ◽

pp. 345-363 ◽

Cited By ~ 5

Author(s):

Jani J.T. Lahnajärvi ◽

Mikko I. Lehtokangas ◽

Jukka P.P. Saarinen

Keyword(s):

Neural Networks ◽

Robotic Manipulator ◽

Constructive Neural Networks

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Moving image compression and generalization capability of constructive neural networks

10.1117/12.421169 ◽

2001 ◽

Author(s):

Liying Ma ◽

Khashayar Khorasani

Keyword(s):

Neural Networks ◽

Image Compression ◽

Generalization Capability ◽

Moving Image ◽

Constructive Neural Networks

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Principal Component Analysis using Constructive Neural Networks

2007 International Joint Conference on Neural Networks ◽

10.1109/ijcnn.2007.4371017 ◽

2007 ◽

Cited By ~ 4

Author(s):

B. Makki ◽

S. A. Seyedsalehi ◽

M. Noori Hosseini ◽

N. Sadati

Keyword(s):

Neural Networks ◽

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Constructive Neural Networks

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