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Self-Organizing Map
Known as:
SOM
A data visualization technique which reduces the dimensions of data through the use of self-organizing neural networks. SOMs scale well to large data…
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National Institutes of Health
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algorithm
Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
2015
2015
[The blind source separation method based on self-organizing map neural network and convolution kernel compensation for multi-channel sEMG signals].
Yong Ning
,
Shan'an Zhu
,
Yuming Zhao
Sheng wu yi xue gong cheng xue za zhi = Journal…
2015
Corpus ID: 22107223
A new method based on convolution kernel compensation (CKC) for decomposing multi-channel surface electromyogram (sEMG) signals…
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2013
2013
A Matlab Based High Speed Face Recognition System Using Som Neural Networks
N. Soni
,
G. Mathur
,
Mahendra Kumar
2013
Corpus ID: 1413439
Face recognition (FR) is a challenging issue due to variations in pose, illumination, and expression. The search results for most…
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2013
2013
A Novel Approach for Mixed Data Clustering using Dynamic Growing Hierarchical Self-Organizing Map and Extended Attribute-Oriented Induction
H. Prasad
,
M. Punithavalli
2013
Corpus ID: 15328167
Data clustering is one of the most important data mining techniques which groups data supported on their similarity. A number of…
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Review
2011
Review
2011
Knowledge based system framework of SOM and CBR techniques using motion capture technology in elderly falling risk for physiotherapist assessment and support
Worasak Rueangsirarak
,
A. Atkins
,
B. Sharp
,
N. Chakpitak
,
K. Meksamoot
,
Prapas Pothongsunun
2011
Corpus ID: 54685455
Nobody can avoid becoming old and all of us will be faced with accidents and illnesses during our life time. Many surveys have…
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2011
2011
Clustering von Anwendungslandschaften mit Self-Organizing Maps ( SOMs )
Daniel Fürstenau
2011
Corpus ID: 14684925
Es besteht ein hohes Interesse an Techniken zur Analyse von Anwendungslandschaften. Im Sinne eines Portfoliomanagements sind für…
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2010
2010
Neural Network Fatigue Life Prediction in Notched Aluminum Specimens from Acoustic Emission Data
M. Okur
2010
Corpus ID: 136102463
Author: Muhammed Arif Okur Title: Neural Network Fatigue Life Prediction in Notched Aluminum Specimens from Acoustic Emission…
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2008
2008
Hepatitis B Diagnosis Using Logical Inference and Self-Organizing Map
Ghumbre Shashikant Uttreshwar
,
A. Ghatol
2008
Corpus ID: 17157514
Despite all the standardization efforts made, medical diagnosis is still regarded as an art owing to the fact that that medical…
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2007
2007
Analysis on Space Differentiations of Regional Development by SOM Networks
Hong-Mei Li
2007
Corpus ID: 132207015
That the space differentiations of regional development are very important to the policy enforcement of a region.Take Guangdong…
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2002
2002
A Study on the Construction of Knowledge Base in a Project Management System by Using SOM
KyungBae Yoon
,
JunHyeog Choi
,
Change Wang
2002
Corpus ID: 113060787
2001
2001
Learning metrics for exploratory data analysis
Samuel Kaski
Neural Networks for Signal Processing XI…
2001
Corpus ID: 58791845
Visualization and cluster analysis of multivariate data is usually based on distances between samples in a data space. The…
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