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Description: EM算法（英文）A Gentle Tutorial of the EM Algorithm
and its Application to Parameter
Estimation for Gaussian Mixture and
Hidden Markov Models-A Gentle Tutorial of the EM Algorithm
and its Application to Parameter
Estimation for Gaussian Mixture and
Hidden Markov Models
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Size: 99328 |
Author: 雷雷 |
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Description: EM算法简明教程 用于高斯分布隐马尔可夫模型的参数估计-Gentle Tutorial of the EM Algorithm and its Application to Parameter Estimation for Gaussian Mixture and Hidden Markov Models
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Size: 99328 |
Author: hou |
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Description: EM算法的一些资料，我自己搜集的，希望有所帮助！-EM algorithm with some information!
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Size: 1816576 |
Author: soofree |
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Description: 此算法是CT中经典的EM算法，经过验证算法没有错误，能很好的运行。-CT in this algorithm is the classic EM algorithm, there is no proven algorithm error, can run very good.
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Size: 2048 |
Author: caibiao |
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Description: This package contains Matlab m-files for learning finite Gaussian mixtures from sample data and performing data classification with Mahalanobis distance or Bayesian classifiers. Each class in training set is learned individually with one of the three variations of the Expectation Maximization algorithm: the basic EM algorithm with covariance fixing, the Figueiredo-Jain clustering algorithm and the greedy EM algorithm.
The basic EM and FJ algorithms can handle complex valued data directly, the greedy EM algorithm cannot.
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Size: 20480 |
Author: 李 |
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Description: EM 算法是 Dempster，Laind，Rubin 于 1977 年提出的求参数极大似然估计的一种方法，它可以从非完整数据集中对参数进行 MLE 估计，是一种非常简单实用的学习算法。这种方法可以广泛地应用于处理缺损数据，截尾数据，带有讨厌数据等所谓的不完全数据(incomplete data)。需要weka的算法包支持。-EM algorithm is Dempster, Laind, Rubin in 1977 for the parameters proposed by maximum likelihood estimation of a method, it can focus from non-complete data MLE of the parameters estimated, is a very simple and practical learning algorithm. This method can be widely applied to deal with defect data, censored data, with data such as the so-called hate incomplete data (incomplete data).
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Size: 9216 |
Author: zhangrui |
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Description: EM 算法MATLAB代码，用于数据聚类。-em algorithm which is used in data clustering.
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Size: 6144 |
Author: liuweimin |
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Description: Expectation-maximization algorithm
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Size: 590848 |
Author: shinytea |
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Description: EM算法实现,是matlab主站上获得的可靠程序。-EM algorithm，which is from the matlab net about image processing.
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Size: 40960 |
Author: 朱亮亮 |
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Description: Probabilistic Principal Component Analysis
– Latent variable models
– Probabilistic PCA
• Formulation of PCA model
• Maximum likelihood estimation
– Closed form solution
– EM algorithm
» EM Algorithms for regular PCA
» Sensible PCA (E-M algorithm for probabilistic PCA)
– Mixtures of Probabilistic Principal Component
Analysers-Probabilistic Principal Component Analysis
– Latent variable models
– Probabilistic PCA
• Formulation of PCA model
• Maximum likelihood estimation
– Closed form solution
– EM algorithm
» EM Algorithms for regular PCA
» Sensible PCA (E-M algorithm for probabilistic PCA)
– Mixtures of Probabilistic Principal Component
Analysers
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Size: 263168 |
Author: Tatyana |
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Description: 最新的EM算法处理图像的算法，在MATLAB6.0调试通过，可以实现大小、反色等基本功能，占用内存很小。-EM algorithm for the latest image processing algorithms, in MATLAB6.0 debugging passed, the size can be achieved, and anti-color and other basic functions, take up very little memory.
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Size: 665600 |
Author: 老蔡 |
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Description: EM 算法和相关的统计模型，是很不错的一本外文书籍，对学习统计和模式识别方面的人很有帮助的。-EM algorithm and related statistical models, is a very good one foreign language books, statistics and pattern recognition for learning in people very helpful.
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Size: 5258240 |
Author: 留洋 |
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Description: 结合bishop的PRML一书，用MTALAB实现了EM算法，算法实用性强-Bishop of the PRML with a book, with MTALAB realized EM algorithm is strong practicability
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Size: 3072 |
Author: panyingji |
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Description: EM基于高斯混合模型的EM算法,EM基于高斯混合模型的EM算法EM基于高斯混合模型的EM算法-EM-based EM algorithm for Gaussian mixture model
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Size: 3072 |
Author: fujie |
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Description: 详细介绍了EM算法的求解过程，有助于深入理解该算法-EM algorithm described in detail the solution process, contribute to in-depth understanding of the algorithm
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Size: 289792 |
Author: 霓棠烟鱼 |
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Description: 这次上传的程序源码是关于EM算法的编程实例。-The upload process is on the EM algorithm source code programming examples.
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Size: 2048 |
Author: apple |
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Description: 用java语言实现了EM算法在抛硬币实验中的应用-It has implemented the EM algorithm in tossing the coins
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Size: 1961984 |
Author: 审视春 |
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Description: This document introduce image segmentation using EM algorithm. It includes good description with some examples.
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Size: 872448 |
Author: dave |
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Description: EM 算法 本程序实现了批量EM算法，可利用该程序进行批量EM算法的仿真-EM algorithm to achieve the bulk of the EM algorithm procedure
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Size: 1024 |
Author: sqqs |
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Description: 台湾大学的关于EM算法的讲义，讲述的非常清楚，受益匪浅，特拿出来分享-Taiwan University, lectures on the EM algorithm, described in very clear benefit, particularly to share out
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Size: 5952512 |
Author: atops |
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