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» Finding Representative Set from Massive Data
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ICDM
2005
IEEE
122views Data Mining» more  ICDM 2005»
13 years 10 months ago
Finding Representative Set from Massive Data
In the information age, data is pervasive. In some applications, data explosion is a significant phenomenon. The massive data volume poses challenges to both human users and comp...
Feng Pan, Wei Wang 0010, Anthony K. H. Tung, Jiong...
ICPR
2006
IEEE
14 years 6 months ago
Scalable Representative Instance Selection and Ranking
Finding a small set of representative instances for large datasets can bring various benefits to data mining practitioners so they can (1) build a learner superior to the one cons...
Xindong Wu, Xingquan Zhu
VLDB
2000
ACM
97views Database» more  VLDB 2000»
13 years 8 months ago
Identifying Representative Trends in Massive Time Series Data Sets Using Sketches
Piotr Indyk, Nick Koudas, S. Muthukrishnan
CIKM
2006
Springer
13 years 8 months ago
Mining compressed commodity workflows from massive RFID data sets
Radio Frequency Identification (RFID) technology is fast becoming a prevalent tool in tracking commodities in supply chain management applications. The movement of commodities thr...
Hector Gonzalez, Jiawei Han, Xiaolei Li
SDM
2009
SIAM
143views Data Mining» more  SDM 2009»
14 years 2 months ago
Finding Representative Association Rules from Large Rule Collections.
One of the most well-studied problems in data mining is computing association rules from large transactional databases. Often, the rule collections extracted from existing datamin...
Warren L. Davis IV, Peter Schwarz, Evimaria Terzi