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Description: AdaBoost is an efficient tool in machine learning. It can combine a series of weak learners into a strong learner. Besides pattern classification, it also can be applied into feature selection. This document explains the use of AdaBoost.
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Author: njustyw |
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Description: 基于神经网路的遥感图像分类，使用神经网络对几幅不同频段的遥感图像分类，主要是区分图像中不同的地形区域。-Neural network-based remote sensing image classification, the use of neural networks on a number of different band remote sensing image classification, mainly to distinguish between images of different regions of the terrain.
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Size: 1244160 |
Author: xxl |
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Description: 用于遥感图像分类。其输入为几幅遥感图像，使用k-mean聚类方法对图像中的不同地形进行聚类分割-For remote sensing image classification. Their input for a number of remote sensing images, the use of k-mean clustering method to image the topography of the different cluster partition
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Size: 419840 |
Author: xxl |
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Description: The MatClass IV Toolbox for MatLab has been developed to support experiments
on feature based classification problems. -The MatClass IV Toolbox for MatLab has been developed to support experimentson feature based classification problems.
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Size: 5341184 |
Author: 孙先照 |
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Description: svm classification and regression code
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Size: 144384 |
Author: dzh |
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Description: 模式识别学习综述.该论文的英文参考文献为303篇.很有可读价值.Abstract— Classical and recent results in statistical pattern
recognition and learning theory are reviewed in a two-class
pattern classification setting. This basic model best illustrates
intuition and analysis techniques while still containing the essential
features and serving as a prototype for many applications.
Topics discussed include nearest neighbor, kernel, and histogram
methods, Vapnik–Chervonenkis theory, and neural networks. The
presentation and the large (thogh nonexhaustive) list of references
is geared to provide a useful overview of this field for both
specialists and nonspecialists.-Summary of pattern recognition learning. The paper for English 303 references. Very readable value. Abstract-Classical and recent results in statistical patternrecognition and learning theory are reviewed in a two-classpattern classification setting. This basic model best illustratesintuition and analysis techniques while still containing the essentialfeatures and serving as a prototype for many applications.Topics discussed include nearest neighbor, kernel, and histogrammethods, Vapnik-Chervonenkis theory, and neural networks. Thepresentation and the large (thogh nonexhaustive) list of referencesis geared to provide a useful overview of this field for bothspecialists and nonspecialists.
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Size: 821248 |
Author: 蒋大为 |
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Description: 用于文本分类的一个程序，包括文本的预处理，过滤，分词，去停用词等步骤。编译后可运行。-For a text classification procedures, including the text of the pre-processing, filtering, segmentation, to stop words such as steps. Compiler can be run.
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Size: 28390400 |
Author: 鲁西西 |
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Description: c-mean聚类算法源代码，通过对输入数据进行训练和分类类别设定，能够得到数据的聚类图。-c-mean clustering algorithm source code, through the input data for training and classification of types of settings can be data clustering Fig.
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Size: 2048 |
Author: 张红 |
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Description: 一个RBF网络的matlab源文件，用于进行脑部图像的分类（脑灰质、脑白质等），包含示例图片。-A RBF network matlab source file, used for the classification of brain images (gray matter, white matter, etc.), contains the sample picture.
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Size: 165888 |
Author: 段西尧 |
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Description: xml入门的例子，包括xml解析和书籍分类-xml examples of entry, including the xml parsing and classification of books
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Size: 41984 |
Author: 王军 |
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Description: 数据挖掘算法很多，其中模糊k均值算法是目前使用比较多的分类方法-Many data mining algorithms, including fuzzy k-means algorithm is currently using a relatively large number of classification methods
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Size: 3072 |
Author: 张云 |
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Description: 这是一个svm对图像分类的论文，很值得一看
基于SVM的图像分类算法与实现，他还说有具体的实现，很棒-This is a SVM for image classification of the papers, it is worth a visit SVM-based image classification algorithms and realize, he said concrete has achieved great
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Description: k最近邻分类算法：用C++实现KNN分类-k Nearest Neighbor Classification Algorithm: The C++ realize KNN classification
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Size: 303104 |
Author: 徐晓云 |
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Description: 用vc++开发的图像分类，包括聚类分析，模糊聚类，遗传算法聚类等。有界面，代码！-With vc++ Developed image classification, including cluster analysis, fuzzy clustering, genetic algorithms, such as clustering. Has interface code!
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Size: 7923712 |
Author: 朱 |
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Description: k阶临近算法 可以用于文本分类和加密的应用-k-approaching algorithm can be used for text classification and encryption applications
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Size: 234496 |
Author: chidayang |
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Description: matlab实现信号分类，根据信号的相关性，获取信号类别，自动进行信号分类-matlab realize signal classification, in accordance with the correlation signal to obtain the signal type, automatic signal classification
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Size: 19456 |
Author: 李小 |
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Description: 1.感知器对于线型可分问题的收敛性证明
2.用感知器对线型可分得问题进行分类
1)分三类的问题
2)一组10维数据的分类
3．用感知器对线型不可分的问题进行分类及
不能正确分类的原因证明
说明：
1.运行程序不仅能得到分类的结果，还能够得到网络性能分析的结果
2.matlab7.0下实现-1. Perceptron problem for linear convergence can be proved 2. Use of the linear perceptron can classify one share of problems) are classified into three types of problem 2) a group of 10-dimensional data classification 3. Used for the linear perceptron can not be separated from issues of classification and should not prove correct classification of the reasons: 1. Running the program can not only be the result of classification, but also can be the result of network performance analysis to achieve 2.matlab7.0
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Description: BP网络汽车分类matlab源码——模式识别-BP network matlab source car classification- Pattern Recognition
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Size: 1024 |
Author: 刘素京 |
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Description: 一个很好的贝叶斯分类器，通过训练可以进行各种文本分类-A very good Bayesian classifier, through training can be a variety of text classification
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Size: 1727488 |
Author: darrylu |
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Description: 机载激光雷达点云的阶层式分类-Airborne Lidar Point Cloud hierarchical classification
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Size: 465920 |
Author: 镇姣 |
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