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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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UnionFind
An implementation of a disjoint-set data structure using a disjoint set forest.
- 2014-12-16 11:20:49下载
- 积分:1
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MACD_strategy
此程序用来计算MACD指标并对其有效性进行回测检验(This program is used to calculate MACD indicators and its effectiveness is back to the test)
- 2015-01-08 21:15:16下载
- 积分:1
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media-autobuild_suite-master
说明: ti-nspire mod for ndless
- 2019-04-01 21:30:31下载
- 积分:1
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QPSK
A set of exercises for students - basics of digital modulation
- 2014-10-18 02:19:06下载
- 积分:1
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PCA-S
Continuous efforts have been made to process degraded iris images for enhancement of the iris
recognition performance in unconstrained situations. Recently, many researchers have focused on
developing the iris segmentation techniques, which can deal with iris images in a non-cooperative
environment where the probability of acquiring unideal iris images is very high due to gaze deviation,
noise, blurring, and occlusion by eyelashes, eyelids, glasses,
- 2014-11-22 12:18:47下载
- 积分:1
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main_greedy
求最短路径,用matlab编写的贪婪算法。(greedy algorithm)
- 2014-01-02 20:57:43下载
- 积分:1
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MCMC
基于模拟退火算法的马尔科夫蒙特卡洛算法matlab程序,实现了对levy函数的优化。(A Markov Chain Monte Carlo alogrithm based on annealing phenomenon,which maximzies and minimizes the levy function.
)
- 2015-07-15 15:35:36下载
- 积分:1
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iris_segmentation
iris segmentation with hough transform
- 2010-06-10 04:27:40下载
- 积分:1
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work
退火算法matlab源码,并带有详细设计说明,执行效率较高(Annealing algorithm matlab source, with the detailed design shows that the implementation of more efficient)
- 2007-09-09 15:37:05下载
- 积分:1