In order to overcome the shortcoming of the longtime training and the frail generalization power of classical neural networks, this paper proposes a new covering classification algorithm based on constructive neural networks.
为了克服传统神经网络算法在处理分类问题时训练时间长、泛化能力弱的不足,提出了一种新的基于构造型神经网络覆盖分类算法,该算法通过在超球面上对样本数据进行聚类分析,找出同类样本中未被覆盖样本的最大密度点,然后在特征空间里做超平面与球面相交,得到球面领域覆盖,从而将神经网络训练问题转化为点集覆盖问题,同时也考虑了神经网络规模的优化问题。
A Study and Application of Learning Bayesian Network from Data Approach Based on PCA
基于PCA的贝叶斯网络构造算法与应用
Construction of P2P-based IPv6 Virtual Network
基于P2P的IPv6虚拟网络构造
An Approach to Construct a Rough Neural Networks Based on Rough Set Theory
一种基于粗糙集理论的粗糙神经网络构造方法
The Construction and Characteristic Analyses of Kernel Subnet in Complex Networks;
复杂网络核心子网的构造及特性分析
A Recursively Configured Interconnection Network ──Regular Tetrahedron Recursive Network
一种递归构造的互连网络──正四面体递归网络
The Research on the Construction Method for the Quality Assurance System of the Manufacturing Network;
制造网络质量保证体系构建方法研究
Study on Tectono-alteration Net of Gold in Northwest Jiaodong;
胶西北金矿集中区构造—蚀变网络研究
Study on the Identification and Construction of Multi-stream Heat Exchanger Networks;
多流股换热器网络识别与构造的研究
Distributed construction of optimal linear network coding
最优线性网络编码的分布式构造方法
Optimizing routing tree algorithm of wireless sensor networks
无线传感器网络优化路由树构造算法
Matroid Construction Based on Data Streams Dependent Relationship in Network
基于网络数据流依赖关系的拟阵构造
Networked Integration Manufacturing Based on Different Numerical Control Systems
异构数控系统的网络化集成制造技术
A type of cluster mode of networked manufacturing platforms
一种网络化制造平台集群模式的构建
Dynamic structuring small world P2P networks of character adjustable
动态构造特征可调节的小世界P2P网络
Research on the Self-Organization Construction Method of the Topic Overlay P2P Network
主题覆盖P2P网络自组织构造方法
The Research on Constructing Virtual Backbone in Wireless Sensor Network
无线传感器网络虚拟骨干网的构造研究
BGN:novel scattenet formation algorithm for bluetooth-based sensor networks
BGN:一种新的蓝牙传感器网络分散网构造算法
Research of Construction Method Using Cayley Graph in Structure Peer to Peer Overlay Network
结构化P2P覆盖网络的Cayley图构造方法研究