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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
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2018
2018
Dynamic Quota Calculation System (DQCS): Pricing and Quota Allocation of Telecom Customers via Data Mining Approaches
U. Çelenk
,
Duygu Çelik Ertugrul
,
M. Zontul
,
Atilla Elçi
,
O. Ucan
2018
Corpus ID: 88509519
One of the most important IT sectors that requires big data management is mobile data communication systems (MDCS) of GSM…
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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
,
Anthony S. 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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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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2005
2005
Coronary plaque classification through intravascular ultrasound radiofrequency data analysis using self-organizing map
T. Iwamoto
,
A. Tanaka
,
Y. Saijo
,
M. Yoshizawa
IEEE Ultrasonics Symposium, .
2005
Corpus ID: 36834973
Intravascular ultrasound (IVUS) is an important clinical tool in the assessment of atherosclerotic plaque in coronary artery…
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2004
2004
Text independent automatic speaker recognition using selforganizing maps
A. T. Mafra
,
Marcelo Godoy Simões
Conference Record of the IEEE Industry…
2004
Corpus ID: 14578563
This work presents one implementation of an automatic speaker recognition system, based on selforganizing map (SOM) neural…
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2003
2003
Clustering gene expression data using adaptive double self-organizing map
H. Ressom
,
Dali Wang
,
P. Natarajan
2003
Corpus ID: 267812973
Classification using functional data analysis for temporal gene expression data including high-resolution figures, can be found…
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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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