搜索资源列表
Machine_Learning
- 包括无监督和监督的机器学习技术 • K-means and other clustering tools • Neural Networks • Decision trees and ensemble learning • Naï ve Bayes Classification • Linear, logistic and nonlinear regression-Highlights include unsu
cwscore
- 主成分分析matlab程序，里面包含子程序，运用时直接调用主程序即可，可用于无监督模式学习-Principal component analysis matlab program, which contains a subroutine, the main program can be called directly when applying, can be used for unsupervised learning mode
深度神经网络
- It provides deep learning tools of deep belief networks (DBNs).-Run testDNN to try! Each function includes descr iption. Please check it! It provides deep learning tools of deep belief networks (DBNs) of stacked restricted Boltzmann machines (RBMs).
smoothn
- SMOOTHN provides a fast, unsupervised and robust discretized spline smoother for data of any dimension.
UFLDL-1
- Andrew Ng老师的关于unsupervised feature learning and deep learning的入门电子书-An introduction to unsupervised feature learning and deep learning from Andrew Ng
UFLDL-2
- Andrew Ng老师的关于unsupervised feature learning and deep learning的入门电子书-An introduction to unsupervised feature learning and deep learning from Andrew Ng
EWEW43
- 改进的遗传算法用于极化合成孔径雷达影像非监督分类Improved genetic algorithm for polarimetric synthetic aperture radar image unsupervised classification-Improved genetic algorithm for polarimetric synthetic aperture radar image unsupervised classification
Unsupervised-retraining-of-a
- 时间序列图像，能够给初学者提供很好的了解，并较容易实现-image time series classification
mimo
- application developed in Java is used to classify data by the method unsupervised kmeans
Vassilaros_ISODATA
- a little detail on the method of ISODATA unsupervised classification
classify
- This tutorial booklet introduces you to the TNTmips procedures for automatic classification of multispectral and multi-temporal imagery. The process includes “unsupervised” methods
supervised-LLE-S-isomap
- 线性降维算法的各种论文 包括监督非监督 LLE ISOMAP ROBUST 等-Linear dimensionality reduction algorithms include overseeing various papers unsupervised LLE ISOMAP ROBUST etc.
sensor
- 感知器算法是一种非监督的代数界面分类方法，算法结构简单，但对于团状数据，分类效果理想。-Algebraic classification sensor interface is an unsupervised algorithm, the algorithm is simple in structure, but for groups like the data, the ideal classification.
neural-network
- 无导师学习神经网络的分类,应用于矿井突水水源判别，matlab编写-Unsupervised learning neural network classification, used in mine water inrush source discrimination, matlab prepared
RSImageClassification
- arcengine10.1+vs2010开发的具有监督和非监督分类功能的遥感影像分类系统-arcengine10.1+ vs2010 development of remote sensing image classification system has supervised and unsupervised classification function
kmeans
- 非监督分类的K-MEANS，遥感图像处理中常用。-Unsupervised classification K- MEANS, is commonly used in remote sensing image processing.
KMeans
- K-均值聚类算法，属于无监督机器学习算法，发现给定数据集的k个簇的算法。 首先，随机确定k个初始点作为质心，然后将数据集中的每个点分配到一个簇中，为每个点找距其最近的质心， 将其分配给该质心对应的簇，更新每一个簇的质心，直到质心不在变化。 K-均值聚类算法一个优点是k是用户自定义的参数，用户并不知道是否好，与此同时，K-均值算法收敛但是聚类效果差， 由于算法收敛到了局部最小值，而非全局最小值。 K-均值聚类算法的一个变形是二分K-均值聚类算法，该算法首先将所有点作为一个簇，然
pattern-tam2
- this program will creat three class with certain mean and covariance matrix.pca is an unsupervised classification and mda is a supervised classification.
AUTOMATIC-DETECTION-OF-VOICE-ONSET
- An unsupervised learning approach to musical event detection
Images-as-Occlusions-of-Textures--A-Framework-for
- a new mathematical and algorithmic framework for unsupervised image segmentation, which is a critical step in a wide variety of image processing applications. We have found that most existing segmentation methods are not successful on histopa