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Search - Bayesian - List
【
Bio-Recognize
】
icaML
DL : 0
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 mixing matrix are found by maximization of the marginal likelihood [1]. The sufficient statistics are estimated by either variational mean field theory with the linear response correction or by adaptive TAP mean field theory [2,3]. The mean field equations are solved by a belief propagation method [4] or sequential iteration. The computational complexity is N M^3, where N is the number of time samples and M the number of sources.
Update
: 2024-04-29
Size
: 7168
Publisher
:
陈互
【
Voice Compress
】
newpnn[1]
DL : 0
基于GMM的概率神经网络PNN具有良好的泛化能力,快速的学习能力,易于在线更新,并具有统计学的贝叶斯估计理论基础,已成为一种解决像说话人识别、文字识别、医疗图像识别、卫星云图识别等许多实际困难分类问题的很有效的工具。而且PNN不但具有GMM的大部分优点,还具有许多GMM没有的优点,如强鲁棒性,需要更少的训练语料,可以和其他网络其他理论无缝整合等。-GMM based probabilistic neural network PNN good generalization ability, the ability to learn fast, easy online updates, and with the Bayesian statistical theory based on estimates, and has become a solution as speaker recognition, text recognition, medical image recognition, satellite images and other real recognition when difficulties classification of very effective tool. But GMM PNN is not only the most advantages, but also has many advantages GMM not as strong robustness, require less training corpus, and other networks to other theories, such as seamless integration.
Update
: 2024-04-29
Size
: 7168
Publisher
:
姜正茂
【
matlab
】
FullBNT
DL : 0
贝叶斯网络matlab源程序,可用于分类,欢迎大家下载测试-Bayesian network Matlab source, used to classify and you are welcome to download test!
Update
: 2024-04-29
Size
: 1724416
Publisher
:
离岗
【
AI-NN-PR
】
matlab作业
DL : 0
模式识别一份很好的作业,包括线性分类器;最小风险贝叶斯分类器;监督学习法分层聚类分析;K-L变换提取有效特征,支持向量机-a very good operation, including linear classification; Minimum risk Bayesian classifier; Supervised learning method Hierarchical clustering analysis; K-L transform effective features, support vector machines
Update
: 2024-04-29
Size
: 2599936
Publisher
:
郭攀红
【
AI-NN-PR
】
贝叶斯决策
DL : 0
实现贝叶斯决策算法,从文件中读出数据,并且会出决策的分布图。-achieve Bayesian decision-making algorithm, which sensed data from the document, and will make the distribution of decision-making.
Update
: 2024-04-29
Size
: 53248
Publisher
:
【
Other
】
Copyoftest
DL : 0
用VB和MSBN实现线的一个贝叶斯网络的简单例子-VB and MSBN achieve a line of Bayesian network simple example
Update
: 2024-04-29
Size
: 5120
Publisher
:
陈嘉
【
Algorithm
】
bow-latest.tar
DL : 0
贝叶斯学习算法分类文本。基于朴素贝叶斯分类器的文本分类的通用算法,是目前所知文本分类算法中最有效的一类-Bayesian text classification algorithm. Based on Bayesian classifier of the common text classification algorithm, which is known text classification algorithm the most effective one category
Update
: 2024-04-29
Size
: 242688
Publisher
:
代桂平
【
Algorithm
】
FullBNT-1.0.2
DL : 0
贝叶斯网络的matlab实现。可以创建贝叶斯网络、训练模型,以及实现统计推理-Bayesian network Matlab achieve. Bayesian networks can create, model training, and the realization of statistical reasoning
Update
: 2024-04-29
Size
: 2349056
Publisher
:
陈丽
【
matlab
】
bayesc
DL : 0
matlab编写,贝叶斯估计程序,简单易懂。-Matlab prepared, Bayesian estimation procedures, simple and understandable.
Update
: 2024-04-29
Size
: 1024
Publisher
:
魏雪云
【
AI-NN-PR
】
bayesfunction
DL : 0
bayeserr - Computes the Bayesian risk for optimal classifier. % bayescln - Classifier based on Bayes decision rule for Gaussians. % bayesnd - Discrim. function, dichotomy, max aposteriori probability. % bhattach - Bhattacharya s upper limit of mean class. error. % pbayescln - Plots discriminat function of Bayes classifier.-bayeserr- Computes the Bayesian risk for o ptimal classifier. % bayescln- Classifier bas ed on Bayesian decision rule for Gaussians. Bayes% nd- Discrim. function, dichotomy. max aposteriori probability. % bhattach- Bhat tacharya s upper limit of mean class. error. pb% ayescln- Plots discriminat function of Bayes c lassifier.
Update
: 2024-04-29
Size
: 5120
Publisher
:
孟庆
【
matlab
】
BayesFisher
DL : 0
Bayes分类器和Fisher分类器的设计仿真-Bayesian classifier and Fisher classifier design simulation
Update
: 2024-04-29
Size
: 14336
Publisher
:
萧贤
【
Other
】
number-recongnition
DL : 0
关于手写数字的识别问题,利用多种模式识别方法,例如神经网络方法,贝叶斯方法等-handwritten figures on the identification of problems and a variety of pattern recognition methods, such as neural networks, Bayesian methods
Update
: 2024-04-29
Size
: 417792
Publisher
:
萧韩
【
Special Effects
】
aaa111
DL : 0
关于Bayes分类器的 实验数据都有 大家相互共享 很好用的软件-Bayesian classifier on the experimental data we have very good mutual sharing of software
Update
: 2024-04-29
Size
: 270336
Publisher
:
【
Algorithm
】
bf-C++sourc
DL : 1
Bayesian Filter.贝叶斯(Bayesian)滤波器的C++类库。包括卡尔曼滤波(kalman filter)、粒子滤波(particle filter)等。-Bayesian Filter. Bayesian (Bayesian) filters C Class. Including Kalman filter (Kalman filter). particle filter (particle filter).
Update
: 2024-04-29
Size
: 126976
Publisher
:
陈晨
【
Algorithm
】
iris_bayes
DL : 0
贝叶斯分类器的C++源码,用IRIS作类例子,通俗易懂,适合作模式识别、图像处理研究开发用!-Bayesian classifier C source code, using IRIS category for example, easily understood and suitable for pattern recognition, Image processing research and development with!
Update
: 2024-04-29
Size
: 15360
Publisher
:
【
AI-NN-PR
】
pattern-recognize
DL : 0
模式识别分类程序,贝叶斯,神经网络分类训练程序,很不错啊-the classification procedures, Bayesian neural network classifier training procedures, and it is very responds :
Update
: 2024-04-29
Size
: 3755008
Publisher
:
杨宁
【
Algorithm
】
Bayesian%20Networks
DL : 0
Update
: 2024-04-29
Size
: 332800
Publisher
:
徐其惠
【
AI-NN-PR
】
JavaBayes_src_v.0.346.2
DL : 0
java编写的贝叶斯网络分类器(貌似没有模型构建和参数学习过程)-java prepared by the Bayesian network classifier (seemingly no model of the learning process and parameters)
Update
: 2024-04-29
Size
: 578560
Publisher
:
李苗
【
AI-NN-PR
】
jBNC_src_v.1.2.2
DL : 0
bayes network classifier toolbox 贝叶斯网络分类工具箱-bayes network toolbox Bayesian classifier network classifier Toolbox
Update
: 2024-04-29
Size
: 185344
Publisher
:
李苗
【
CSharp
】
classifier
DL : 0
一个很好的文本分类器,采用朴素贝叶斯分类的方法,并加以改进!-a very good text classifiers using Bayesian classification methods, and improved!
Update
: 2024-04-29
Size
: 3564544
Publisher
:
lethe
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