Self-Organizing ITL Principles for Unsupervised Learning

Information Theoretic Learning - Information Science and Statistics ◽

10.1007/978-1-4419-1570-2_8 ◽

2010 ◽

pp. 299-349

Author(s):

Sudhir Rao ◽

Deniz Erdogmus ◽

Dongxin Xu ◽

Kenneth Hild

Keyword(s):

Unsupervised Learning ◽

Self Organizing

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SOINN+, a Self-Organizing Incremental Neural Network for Unsupervised Learning from Noisy Data Streams

Expert Systems with Applications ◽

10.1016/j.eswa.2019.113069 ◽

2020 ◽

Vol 143 ◽

pp. 113069 ◽

Cited By ~ 2

Author(s):

Chayut Wiwatcharakoses ◽

Daniel Berrar

Keyword(s):

Neural Network ◽

Unsupervised Learning ◽

Data Streams ◽

Noisy Data ◽

Self Organizing

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Unsupervised Learning, Recognition, and Generation of Time-series Patterns Based on Self-Organizing Segmentation

ROMAN 2006 - The 15th IEEE International Symposium on Robot and Human Interactive Communication ◽

10.1109/roman.2006.314485 ◽

2006 ◽

Author(s):

Shogo Okada ◽

Osamu Hasegawa

Keyword(s):

Time Series ◽

Unsupervised Learning ◽

Self Organizing

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Self-Organizing Maps with Unsupervised Learning for Condition Monitoring of Fluid Power Systems

10.4271/2006-01-3492 ◽

2006 ◽

Cited By ~ 2

Author(s):

T. Krogerus ◽

J. Vilenius ◽

J. Liimatainen ◽

K.T. Koskinen

Keyword(s):

Power Systems ◽

Unsupervised Learning ◽

Condition Monitoring ◽

Fluid Power ◽

Self Organizing Maps ◽

Fluid Power Systems ◽

Self Organizing

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Unsupervised-learning based self-organizing neural network using multi-component seismic data: Application to Xujiahe tight-sand gas reservoir in China

Journal of Petroleum Science and Engineering ◽

10.1016/j.petrol.2021.109964 ◽

2022 ◽

Vol 209 ◽

pp. 109964

Author(s):

Kai Zhang ◽

Niantian Lin ◽

Gaopeng Tian ◽

Jiuqiang Yang ◽

Deying Wang ◽

...

Keyword(s):

Neural Network ◽

Unsupervised Learning ◽

Seismic Data ◽

Gas Reservoir ◽

Data Application ◽

Tight Sand Gas ◽

Self Organizing

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An Application of the Self-Organizing Map to Multiple View Unsupervised Learning

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

10.1007/978-3-642-29350-4_22 ◽

2012 ◽

pp. 181-187 ◽

Cited By ~ 1

Author(s):

Tomasz Gałkowski ◽

Artur Starczewski

Keyword(s):

Unsupervised Learning ◽

The Self ◽

Self Organizing Map ◽

Multiple View ◽

Self Organizing

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Self-Organizing Neural Networks for Supervised and Unsupervised Learning and Prediction

From Statistics to Neural Networks ◽

10.1007/978-3-642-79119-2_16 ◽

1994 ◽

pp. 319-348 ◽

Cited By ~ 2

Author(s):

Gail A. Carpenter ◽

Stephen Grossberg

Keyword(s):

Neural Networks ◽

Unsupervised Learning ◽

Supervised And Unsupervised Learning ◽

Self Organizing

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A parallel growing architecture for self-organizing maps with unsupervised learning

Neurocomputing ◽

10.1016/j.neucom.2004.11.025 ◽

2005 ◽

Vol 68 ◽

pp. 177-195 ◽

Cited By ~ 24

Author(s):

Iren Valova ◽

Daniel Szer ◽

Natacha Gueorguieva ◽

Alexandre Buer

Keyword(s):

Unsupervised Learning ◽

Self Organizing Maps ◽

Self Organizing

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On Unsupervised Learning of Traversal Cost and Terrain Types Identification Using Self-organizing Maps

Artificial Neural Networks and Machine Learning – ICANN 2019: Theoretical Neural Computation - Lecture Notes in Computer Science ◽

10.1007/978-3-030-30487-4_50 ◽

2019 ◽

pp. 654-668 ◽

Cited By ~ 1

Author(s):

Jan Faigl ◽

Miloš Prágr

Keyword(s):

Unsupervised Learning ◽

Self Organizing Maps ◽

Self Organizing

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Self-organizing optical neural network for unsupervised learning

Optical Engineering ◽

10.1117/12.55702 ◽

1990 ◽

Vol 29 (9) ◽

pp. 1107 ◽

Cited By ~ 128

Author(s):

Thomas T. Lu

Keyword(s):

Neural Network ◽

Unsupervised Learning ◽

Optical Neural Network ◽

Self Organizing

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Analysis of Fuzzy Membership Function Generation with Unsupervised Learning Using Self-Organizing Feature Map

2010 International Conference on Computational Intelligence and Security ◽

10.1109/cis.2010.118 ◽

2010 ◽

Cited By ~ 3

Author(s):

Ruliang Wang ◽

Kunbo Mei

Keyword(s):

Unsupervised Learning ◽

Membership Function ◽

Fuzzy Membership ◽

Fuzzy Membership Function ◽

Feature Map ◽

Function Generation ◽

Self Organizing

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