基于神经网络的双目视差估计 

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)

World Expo 2010 Pavilions Clustering Analysis Based on Self-Organizing Map 

This paper reports the classification of 90 sample pavilions in Shanghai World Expo. An artificial intelligence based nonlinear clustering method known as Self-...
《Journal of Systems Science & Complexity》  2016年 第04期 下载次数(6)| 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 

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

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)

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)

基于自组织映射与Fisher判别分析集成的化工过程故障诊断(英文) 

Fault diagnosis and monitoring are very important for complex chemical process. There are numerous methods that have been studied in this field, in which the ef...
《Chinese Journal of Chemical Engineering》  2013年 第04期 下载次数(121)| 被引次数(16)

Extending self-organizing maps for supervised classification of remotely sensed data 

An extended self-organizing map for supervised classification is proposed in this paper.Unlike other traditional SOMs,the model has an input layer,a Kohonen lay...
《Global Geology》  2009年 第01期 下载次数(77)| 被引次数(3)

对基因表达数据进行聚类的一种新型自组织映射模型(英文) 

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)

非线性系统自组织多模型建模与控制方法 

随着科学技术的飞速发展,人们面临的系统日益复杂,要求日益提高。例如在近几场高技术局部战争中引人注目的无人驾驶飞机,由于其具有广泛的军事应用前景而得到深入研究。无人机在大角度机动飞行时呈现出很强的非线性特性,其控制器设计也引起了人们极大的关注。对于实际应用中出现的多变量、非线性、强耦合、工作环境和动力学...
国防科学技术大学  博士论文  2006年 下载次数(1460)| 被引次数(5)

基于改进SOM算法的化工过程故障诊断研究 

复杂化工过程的故障诊断愈发受到人们的关注,其中,有效的可视化故障诊断与监控方法仍具有很大的挑战性。自组织特征网络(SOM)具有保留样本原始空间拓扑结构不变的特性,因此能够实现故障诊断可视化。然而,随着化工过程日益复杂,各变量之间关系愈发紧密,简单的SOM算法已无法满足要求。针对这种情况,本文提出两种改进的SOM算法并应...
华东理工大学  硕士论文  2013年 下载次数(447)| 被引次数(5)

Fault diagnosis and process monitoring using a statistical pattern framework based on a self-organizing map 

A multivariate method for fault diagnosis and process monitoring is proposed. This technique is based on a statistical pattern(SP) framework integrated with a s...
《Journal of Central South University》  2015年 第02期 下载次数(51)| 被引次数(2)

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)

关于拓扑保持的哈希方法研究 

随着互联网和电子设备的发展,文本、图像和视频等数据正在飞速增长。最近邻检索是数据处理中的一个常用需求,可是,在大规模数据中进行精确的最近邻查找是非常困难的。为了解决这个问题,很多研究者开始进行近似近邻查找的研究。近似近邻查找的速度快,计算复杂度低,结果相对准确,已经成为学术界和工业界研究的一个热点问题。哈希算法是近似近...
山东大学  硕士论文  2016年 下载次数(29)| 被引次数(1)

A self-organizing multimodal multi-objective pigeon-inspired optimization algorithm 

Multi-objective optimization algorithms have recently attracted much attention as they can solve problems involving two or more conflicting objectives effective...
《Science China(Information Sciences)》  2019年 第07期 下载次数(37)| 被引次数()

Waterlogging risk assessment based on self-organizing map(SOM) artificial neural networks: a case study of an urban storm in Beijing 

Due to rapid urbanization, waterlogging induced by torrential rainfall has become a global concern and a potential risk affecting urban habitant s safety. Wides...
《Journal of Mountain Science》  2017年 第05期 下载次数(57)| 被引次数(1)

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