Thursday 4 October 2012

CS345A: Data Mining

http://infolab.stanford.edu/~ullman/mining/2009/index.html

DateTopicPowerPoint SlidesPDF Document
1/7Introductory Remarks (JDU)PPTPDF
1/7Introductory Remarks (AR)PPTPDF
1/12Map-ReducePPTPDF
1/14Frequent Itemsets 1PPTPDF
1/14-1/21Frequent Itemsets 2PPTPDF
1/16Peter Pawlowski's Talk on Aster DataPPTXPDF
1/16Nanda Kishore's Talk on ShareThisPPTPDF
1/26Recommendation SystemsPPTPDF
1/28Shingling, Minhashing, Locality-Sensitive HashingPPTPDF
2/2Applications and Variants of LSHPPTPDF
2/2-2/4Distance Measures, Generalizations of Minhashing and LSHPPTPDF
2/4High-Similarity AlgorithmsPPTPDF
2/9PageRankPPTPDF
2/11Link Spam, Hubs & AuthoritiesPPTPDF
2/18Generalization of Map-ReducePPTPDF
2/18-2/23ClusteringPPTPDF
2/23Streaming DataPPTPDF
2/25Relation ExtractionPPTPDF
3/2On-Line Algorithms, Advertising OptimizationPPTPDF
3/4Algorithms on StreamsPPTPDF
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