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This a Bayesian ICA algorithm for the linear instantaneous mixing model with additive Gaussian noise [1]. The inference problem is solved by ML-II, i.e. the sources are found by integration over the source posterior and the noise covariance and mixin
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：给出了一种新的Hough 变换圆检测方法——点Hough 变换（PHT）。该方法根据圆周上任意两条不平行弦的中垂线相交与圆心的几
何性质，同时选取曲线上3点 进行计算，将传统Hough变换圆检测时的三维参量统计变成一维参量统计，极大地降低了计算复杂性和对资源的需求。为了克服任意选取组合点可能带来的计算量增加及统计结果的分散程度提高,文中提出了点的选择方法。合成图和实际图像的实验结果表明，该方法用于普通图像中圆检测时快速、稳定、准确。-: This paper presents a new
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机器学习是人工智能的一个子领域，是人工智能中非常活跃且范围甚广的主要核心研究领域之一，也是现代智能系统的关键环节和瓶颈。机器学习吸取了人工智能、概率统计、计算复杂性理论、控制论、信息论、哲学、生理学、神经生物学等学科的成果，主要关注于开发一些让计算机可以自动学习的技术，并通过经验提高系统自身的性能。本文介绍了机器学习的概念、基本结构和发展，以及各种机器学习方法，包括机械学习、归纳学习、类比学习、解释学习、基于神经网络的学习以及知识发现等，并简单叙述了机器学习的相关算法，包括决策树算法、随机森林算
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these codes used for computational Statistics. these codes are intresting because you can apply matlab in other area except enginnering.
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The High Dimensional Data Clustering (HDDC) toolbox contains an efficient unsupervised classifiers for high-dimensional data. This classifier is based on Gaussian models adapted for high-dimensional data.
Reference: C. Bouveyron, S. Girard and
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本压缩文件详细介绍了Robert Piche博士关于贝叶斯算法的理论和他的笔记，其中文档中还包含源码程序，另附两个m文件源程序，是一个非常实用的学习及参考资料-In this course we present the basic principles of Bayesian statistics (an alternative to "orthodox" statistics). We start by learning how to estimate parameters for stand
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his book is the third volume of the Handbook of Computational Statistics and covers
the field of data visualization. In line with the companion volumes, it contains
a collection of chapters by experts in the field to present readers with an up-to
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Computational statistics is a fascinating and relatively new field within statistics.
While much of classical statistics relies on parameterized functions
and related assumptions, the computational statistics approach is to let the
data tell th
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计算机的出现使得很多原本十分繁琐的工作得以大幅度简化，但是也有一些在人们直观看来很容易
的问题却需要拿出一套并不简单的通用解决方案，比如几何问题。作为计算机科学的一个分支，计算几
何主要研究解决几何问题的算法。在现代工程和数学领域，计算几何在图形学、机器人技术、超大规模
集成电路设计和统计等诸多领域有着十分重要的应用。在本文中，我们将对计算几何常用的基本算法做
一个全面的介绍，希望对您了解并应用计算几何的知识解决问题起到帮助。-The emergence of the compu
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Abstract—Using a uniquemonitoring experiment, we capture all
packets crossing a (lightly utilized) operational access router from
a Tier-1 provider, and use them to provide a detailed examination
of router congestion and packet delays. The comp
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计算统计手册采用matlab实现，书中详细介绍了数理统计的各种方法给出了对应的matlab程序，包括时下比较热门的非参数估计（PDF估计等）-There are wonderful books that cover many of the techniques in computational
statistics and, in the course of this book, references will be made to
many of them. However, ther
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【数学仿真软件】Computational Statistics Handbook with MATLAB的源代码-[T]his book is perfectly appropriate as a textbook for an introductory course on computational statistics. It covers many useful topics, which in combination with the well-documented code, mak
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Computational Statistics Handbook with MATLAB的电子书籍，讲授计算统计学-[T]his book is perfectly appropriate as a textbook for an introductory course on computational statistics. It covers many useful topics, which in combination with the well-documented code, ma
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《集体智慧编程》(programming collective intelligence building smart web 2.0 applications)以机器学习与计算统计为主题背景，专门讲述如何挖掘和分析web上的数据和资源，如何分析用户体验、市场营销、个人品味等诸多信息，并得出有用的结论，通过复杂的算法来从web网站获取、收集并分析用户的数据和反馈信息，以便创造新的用户价值和商业价值。全书内容翔实，包括协作过滤技术（实现关联产品推荐功能）、集群数据分析（在大规模数据集中发掘相似的数
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概率统计在计算机领域的应用，包含了对于MCMC的详细解释以及matlab应用实例，并附录了相应练习题以供参考。-Computational Statistics with Matlab. Copyright by Mark Steyvers. Useful for learning MCMC.
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Computational Statistics
The book that has got matlab codes
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Computational Statistics-Computational Statistic
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Computational Statistics Handbook with MATLAB - Martinez & Martinez
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马尔可夫链蒙特卡罗（MCMC）入门学习资料，包括MetropolisSampling、Metropolis-Hastings Sampling、Gibbs Sampling。包含文档以及对应的程序！选自2011年MarkSteyvers的Computational Statistics with Matlab(MCMC)-MCMC learning materials of Computational Statistics with Matlab(MCMC) by MarkSteyvers, 2
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maching learning for beginer
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