Supervised adapted factor analysis algorithm for multimodal data classification

2017 ◽  
Author(s):  
Ping Wang ◽  
Hong Zhang
Keyword(s):  
Factor Analysis ◽  
Data Classification ◽  
Multimodal Data ◽  
Analysis Algorithm

Example for Applying the COMSTAT Multimodal Factor Analysis Algorithm to EEG Data to Describe Variance Sources

1983 ◽  
Vol 10 (2-3) ◽  
pp. 164-172 ◽  
Author(s):  
W.M. Herrmann ◽  
J. Röhmel ◽  
B. Streitberg ◽  
J. Willmann
Keyword(s):  
Factor Analysis ◽  
Analysis Algorithm ◽  
Eeg Data

Based on Distance Correlation of Shipment Inspection Data Multiple Factor Analysis Algorithm Research

2013 ◽  
Vol 475-476 ◽  
pp. 987-990
Author(s):  
Lin Niu ◽  
Jin Xin Huang ◽  
Jie Zhan ◽  
Jin Tao Cui
Keyword(s):  
Factor Analysis ◽  
Electric Power ◽  
Multiple Factor Analysis ◽  
Related Factors ◽  
Analysis Algorithm ◽  
Distance Correlation ◽  
Factors Influencing ◽  
Inspection Data ◽  
Transformer Fault ◽  
Multiple Factor

To analyze the main causes of electric power equipments failure, this paper based on distance correlation definition, proposed a method about correlation identification between the multi-factor and equipments failure. Firstly, this paper sets the related factors influencing the equipments failure as numerical value, based on distance correlation definition, calculate the correlation between each factors and equipments failure, so as to determine the power of the main causes of equipments failure. At last, through 220 kV transformer fault case validates the effectiveness of the proposed method.

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