Outlier Detection in Near Infra-Red Spectra with Self-Organizing Map 

A new method to detect multiple outliers in multivariate data is proposed. It is a combination of minimum subsets, resampling and self-organizing map (SOM) algo...
《Transactions of Tianjin University》  2005年 第02期 下载次数(31)| 被引次数(11)

Fault diagnosis of rocket engine ground testing bed with self-organizing maps(SOMs) 

To solve the fault diagnosis problem of liquid propellant rocket engine ground testing bed,a fault diagnosis approach based on self-organizing map(SOM)is propos...
《Journal of Harbin Institute of Technology》  2009年 第02期 下载次数(58)| 被引次数(2)

Intrusion Detection Method Based on Improved Growing Hierarchical Self-Organizing Map 

Considering that growing hierarchical self-organizing map(GHSOM) ignores the influence of individual component in sample vector analysis, and its accurate rate ...
《Transactions of Tianjin University》  2016年 第04期 下载次数(13)| 被引次数(1)

Distinguishing volcanic lithology using Self-Organizing Map 

Self-Organizing Map is an unsupervised learning algorithm.It has the ability of self-organization,self-learning and side associative thinking.Based on the princ...
《Global Geology》  2007年 第01期 下载次数(24)| 被引次数(1)


第25届中国控制与决策会议论文集  2013-05-25 下载次数(26)| 被引次数(1)


Clustering is an important technique for analyzing gene expression data.The self-organizing map is one of the most useful clustering algorithms.However,its a...
《Journal of Shanghai University(English Edition)》  2007年 第02期 下载次数(48)| 被引次数(0)

Morphological self-organizing feature map neural network with applications to automatic target recognition 

The rotation invariant feature of the target is obtained using the multi-direction feature extraction property of the steerable filter. Combining the morphol...
《Chinese Optics Letters》  2005年 第01期 下载次数(44)| 被引次数(0)

Study on The Identification System of Deteriorated Conditions for The Model of Cable-stayed Bridges Applying A Self-Organizing Feature Map 

《International Journal of Plant Engineering and Manag…》  1998年 第01期 下载次数(11)| 被引次数(0)


In recent years, Vision Systems have found their ways into many applications. This includes fields such as computer graphics, medical, industries such as...
哈尔滨工程大学  硕士论文  2010年 下载次数(89)| 被引次数(0)

StarGO Ⅰ:Application of Self Organizing Map on Gaia Survey 

In this talk,I will introduce a star classification method based on artificial neuron network.Our aim is to identify stars galactic origins(Star GO)in solar ...
中国天文学会2017年学术年会摘要集  2017-08-08 下载次数(7)| 被引次数()

Item-Based Collaborative Filtering Recommendation using Self-Organizing Map 

Recommender systems can help people to find interesting things and they are widely used in Electronic Commerce.Collaborative filtering technique has been pro...
2009中国控制与决策会议论文集(3)  2009-06-17 下载次数(20)| 被引次数(0)


中国化学会第28届学术年会第14分会场摘要集  2012-04-13 下载次数(17)| 被引次数(0)