DataStreamMining

Paper

黄佳佳朱佳晖

数据流压缩和挖掘任务（包括查询和主题聚类）

本文方法：基于压缩感知(字典训练Dictionary-Learning)的数据流压缩(MATLAB 部分)

Baseline: SPUR ——SIGKDD 2012 A Framework for Summarizing and Analyzing Twitter Feeds

编译

2014/04/06

Wuhan University

Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
private		private
.gitattributes		.gitattributes
.gitignore		.gitignore
DSPURmft.m		DSPURmft.m
ENgeneratetopics.m		ENgeneratetopics.m
ENpyramidcompress.m		ENpyramidcompress.m
ENpyramidcompress2.m		ENpyramidcompress2.m
ENpyramidmft.m		ENpyramidmft.m
ENreconstruct.m		ENreconstruct.m
ENsamplermse.m		ENsamplermse.m
ENtopicanalyse.m		ENtopicanalyse.m
KL_divergence.m		KL_divergence.m
KSVD2.m		KSVD2.m
OMP.m		OMP.m
README.md		README.md
SVDTransform.m		SVDTransform.m
compresscluster.m		compresscluster.m
compresspostcluster.m		compresspostcluster.m
compressquery.m		compressquery.m
datasample.m		datasample.m
dictionaryrmse.m		dictionaryrmse.m
elementcompare.m		elementcompare.m
generatetopics.m		generatetopics.m
getgeneraldictionary.m		getgeneraldictionary.m
gettrainingdata.m		gettrainingdata.m
ksvd.m		ksvd.m
originalcluster.m		originalcluster.m
postcluster.m		postcluster.m
pyramidcompress.m		pyramidcompress.m
pyramidcompress2.m		pyramidcompress2.m
samplermse.m		samplermse.m
subgraphkmeans.m		subgraphkmeans.m
testdictionaryargument.m		testdictionaryargument.m
topicanalyse.m		topicanalyse.m
topicevolution.m		topicevolution.m

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