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stprtool
统计模式识别工具箱(Statistical Pattern Recognition Toolbox)包含:
1,Analysis of linear discriminant function
2,Feature extraction: Linear Discriminant Analysis
3,Probability distribution estimation and clustering
4,Support Vector and other Kernel Machines(
This section should give the reader a quick overview of the methods implemented in
STPRtool.
• Analysis of linear discriminant function: Perceptron algorithm and multiclass
modification. Kozinec’s algorithm. Fisher Linear Discriminant. A collection
of known algorithms solving the Generalized Anderson’s Task.
• Feature extraction: Linear Discriminant Analysis. Principal Component Analysis
(PCA). Kernel PCA. Greedy Kernel PCA. Generalized Discriminant Analysis.
• Probability distribution estimation and clustering: Gaussian Mixture
Models. Expectation-Maximization algorithm. Minimax probability estimation.
K-means clustering.
• Support Vector and other Kernel Machines: Sequential Minimal Optimizer
(SMO). Matlab Optimization toolbox based algorithms. Interface to the
SVMlight software. Decomposition approaches to train the Multi-class SVM classifiers.
Multi-class BSVM formulation trained by Kozinec’s algorithm, Mitchell-
Demyanov-Molozenov algorithm )
- 2009-03-13 17:03:40下载
- 积分:1
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BACKWARD_SMOOTHNESS_MUSIC
空间谱估计算法中MUSIC解相干算法中的后向平滑空间算法,提高了MUSIC算法对解相干信号的估计性能(MUSIC spatial spectrum estimation in the post-Coherent algorithm space algorithm to smooth and improve the MUSIC algorithm for coherent signal estimation performance)
- 2011-05-20 14:25:59下载
- 积分:1
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1-dfractal
用matlab,根据盒维数原理计算一维曲线的分形维数。希望对大家有所帮助。(One-dimensional fractal dimension curve)
- 2010-11-29 18:29:01下载
- 积分:1
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PSKRecovery
M-PSK Recovery for Modem Design.
- 2013-08-25 18:45:06下载
- 积分:1
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Cao
CAO、FNN算法计算混动时间序列的延迟时间(CAO delay time)
- 2013-12-15 20:06:39下载
- 积分:1
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fault_detection
Distributed fault identification via non-parametric belief propagation
- 2009-12-23 03:05:57下载
- 积分:1
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testAwgn
Addition of AWGN noise using matlab function
- 2014-11-30 16:45:34下载
- 积分:1
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GPSmatlabs
matlab file for gps
- 2013-12-21 06:36:59下载
- 积分:1
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UWB-Aided-UAV-localization-master
说明: 这些代码用于使用超宽带和 IMU 实现无人机定位的 EKF融合算法,可以参考(These codes are used for EKF fusion algorithm of UAV positioning using UWB and IMU, which can be referred to)
- 2021-03-19 21:39:19下载
- 积分:1
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MatlabHelperINchinese
matlab的中文帮助
对初学者来说是很有用的(matlab help for beginners in Chinese is very useful)
- 2007-09-15 12:47:06下载
- 积分:1