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S4VM
S4VM 对传统的S3VM 进行了改进。传统的S3VM 基于低密度假设,它试图找到一个低密度的分界线,
也就是更倾向于决策边界穿过特征空间的低密度区域。S4VM 和S3VM 的不同点在于,S3VM 试图把注意力
集中在一个最优的低密度分界线上,而S4VM 则同时关注多个可能的低密度分界线。之所以这样做,是因为
给定一些有标记的点和大量未标记的点,可能存在着不止一个“间隔”较大的低密度分界线(如图2 ),基于
有限的标记样本,很难决定哪个是最好的。虽然这些低密度分界线都与有限的标记样本吻合,但它们之间差
异很大,因此如果选择错了,会有一个很大的损失,导致性能下降。所以S4VM 试图考虑所有可能的低密度
分界线。 (Over the past decade,
many improved versions are proposed to solve every different specific problem of semi-supervised support vector
machines, for example: to the inefficiency issue, meanS3VM is introduced to performance degenerate problem,
S4VM is proposed)
- 2011-12-23 10:57:04下载
- 积分:1
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work1
一种比较简单的蚁群算法的matlab实现,包括完整的代码(A relatively simple ant colony algorithm matlab implementation, including the complete code)
- 2010-01-03 15:29:15下载
- 积分:1
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wanghaidong
2PSK和 2DPSK信号的调制与解调性能比较分析(Comparative analysis of modulation and demodulation performance and 2DPSK signal 2PSK)
- 2013-11-23 15:53:46下载
- 积分:1
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string1
matlab code you can run it and its detail has been in to the file.for compiling you need octave for linux or matlab program to run it.
- 2013-01-31 21:34:54下载
- 积分:1
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MSCaSNV
MSC和SNV的小程序,用于处理光谱数据,每一列是一组数据,列数就是样本数量(MSC and SNV small program for processing the spectral data, and each column is a set of data, the number of columns is the number of samples)
- 2012-09-29 13:31:41下载
- 积分:1
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Simulation-of-SINS
捷联惯导仿真,对于初学惯导的人进行matlab仿真有很大的帮助!(Simulation of SINS)
- 2013-12-13 16:40:03下载
- 积分:1
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ParsingTest
test Parsing Literals Source Code for Andriod.
- 2013-12-06 14:36:14下载
- 积分:1
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Untitled11
基于matlab的音频信号采集及噪声信号的滤除,前后信号的频谱对比分析(Based on spectral contrast matlab filtered audio signal acquisition and noise signal, the signal analysis before and after)
- 2015-04-02 21:13:58下载
- 积分:1
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源文件:GA_TS_VRP问题遗传算法算路径优化模型
说明: 遗传算法求解VRPTW,可运行,附带说明(VRPTW-GA Genetic Algorithms for VRPTW Solution, Running, with Description)
- 2021-04-25 20:48:46下载
- 积分:1
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houghcircle
ellipse hough detection matlab
- 2010-06-05 03:44:51下载
- 积分:1