Data-Clustering
所属分类:人工智能/神经网络/深度学习
开发工具:MultiPlatform
文件大小:552KB
下载次数:4
上传日期:2014-11-25 09:20:03
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androider1
说明: 外国人写的数据聚类综述:近邻,模糊聚类 ,神经网络,数据挖掘应用 图像处理应用
(Clustering is the unsupervised classification of patterns (observations, data items,
or feature vectors) into groups (clusters). The clustering problem has been
addressed in many contexts and by researchers in many disciplines this reflects its
broad appeal and usefulness as one of the steps in exploratory data analysis.
However, clustering is a difficult problem combinatorially, and differences in
assumptions and contexts in different communities has made the transfer of useful
generic concepts and methodologies slow to occur. This paper presents an overview
of pattern clustering methods a statistical pattern recognition perspective,
with a goal of providing useful advice and references to fundamental concepts
accessible to the broad community of clustering practitioners. We present a
taxonomy of clustering techniques, and identify cross-cutting themes and recent
advances. We also describe some important applications of clustering algorithms
such as image segmentation, o)
文件列表:
Data Clustering A Review.pdf (636239, 2013-12-30)
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