搜索资源列表
ICA_demo_text
- ICA is used to classify text in extension to the latent semantic indexing framework. ICA show to align the context grouping structure well in a human sense [1], thus can be used for unsupervised classification. The demonstration shows this on medical
pLSA
- 用于文本分析的pLSA(Probability Latent Semantic Analysis)的Matlab算法，含有测试数据及算法原理介绍。也可用于图像分析。
LDA.rar
- LDA的c语言实现，LDA是一个针对文档的分层概率模型。,This is a C implementation of latent Dirichlet allocation (LDA), a model of discrete data . LDA is a hierarchical probabilistic model of documents.
EM
- EM算法Matlab实现。最大期望（EM）算法是在概率（probabilistic）模型中寻找参数最大似然估计或者最大后验估计的算法，其中概率模型依赖于无法观测的隐藏变量（Latent Variable）-EM algorithm by Matlab. Maximum expected (EM) algorithm is probabilistic (probabilistic) model to find maximum likelihood parameter estimation or m
Preparation
- 潜在语义准备，包括文档变换，SVD（奇异值分解）等方法。-Latent Semantic prepared, including document conversion, SVD (singular value decomposition) and other methods.
SVD
- SVD的应用，奇异值超平面正交投影证明 A中每个向量xi在随机阵B上的正交投影之和的最小值-Application of SVD, singular value hyperplane orthogonal projection proves A vector xi for each B in a random array of the orthogonal projection and the minimum
Query
- 根据潜在语义分析进行查询。将文本中的特征集合做LSI变换。-Latent Semantic Analysis in accordance with inquiries. The text of the characteristics of a collection so LSI transformation.
lda-c-dist
- latent dirichlet allocation C语言实现算法 LINUX 下运行-latent dirichlet allocation the c implementation
PLS_text_wold
- The PLS method -- partial least squares projections to latent structures -- and its applications in industrial RDP (research, development, and production).-The PLS method-- partial least squares projections to latent structures -- and its appli
plsa_source.tar
- plsa（Probability Latent Semantic Analysis）源码-plsa (Probability Latent Semantic Analysis) Source
EMALGORITHM
- In statistics, an expectation-maximization (EM) algorithm is a method for finding maximum likelihood or maximum a posteriori (MAP) estimates of parameters in statistical models, where the model depends on unobserved latent variables. EM is an iterati
CLDA
- Latent Dirichlet Allocation程序，基于EM算法。能得到alpha和beta参数-Latent Dirichlet Allocation program, based on the EM algorithm. Alpha and beta parameters can be derived
gas-water
- 中空纤维膜组件无水加湿计算程序，流体流动和蒸发潜热耦合程序。-Hollow fiber membrane module humidification water calculation program, the latent heat of evaporation of fluid flow and coupling procedures.
Latyn
- 潜在语义分析的跨语言查询扩展方法Latent Semantic Analysis Method for cross-language query expansion-Latent Semantic Analysis Method for cross-language query expansion
(matlab)pLSA
- Probabilistic Latent semantic alnalysis (pLSA) using (tempered) EM
WordNet
- 用于数据挖掘方面的。潜在语义索引最初是一种知识的自动提取和表示的方法，近年来广泛地应用到文本检索中-For data mining. Latent Semantic Indexing is a knowledge of the first automatic extraction and representation methods in recent years, widely used in text retrieval
ObjectLocalization_Code
- 一个基于Felzenszwalb的latent svm的目标检测框架-This is an implementation of our object localization system as described in [1]. This system is an adaption of the object detection framework of Felzenszwalb et al. [2][3](http://people.cs.uchicago.edu/~pff/latent-r
PCA
- PCA是基于原始数据空间，通过构造一组新的潜隐变量来降低原始数据空间的维数。-PCA is based on the original data space, by constructing a new set of latent variables to reduce the dimension of the original data space.
Latent-LRR
- 由文章作者提供的隐式低秩子空间聚类算法。参考文献：Guangcan Liu, Shuicheng Yan. Latent low rank representation [J]. Springer International Publishing, 2014:23-38. -The program is provided by the authors to realize latent low rank subspace clustering. Reference: Guangcan Liu,
Multi-View Clustering in Latent Embedding Space
- Multi-View Clustering in Latent Embedding Space