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» Online Algorithms for Mining Semi-structured Data Stream
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SIGMETRICS
2004
ACM
118views Hardware» more  SIGMETRICS 2004»
15 years 7 months ago
Optimizing the quality of scalable video streams on P2P networks
— The volume of multimedia data, including video, served through Peer-to-Peer (P2P) networks is growing rapidly. Unfortunately, high bandwidth transfer rates are rarely available...
Raj Kumar Rajendran, Dan Rubenstein
KDD
2003
ACM
192views Data Mining» more  KDD 2003»
16 years 2 months ago
Efficient elastic burst detection in data streams
Burst detection is the activity of finding abnormal aggregates in data streams. Such aggregates are based on sliding windows over data streams. In some applications, we want to mo...
Yunyue Zhu, Dennis Shasha
ICDE
2002
IEEE
204views Database» more  ICDE 2002»
16 years 3 months ago
Approximating a Data Stream for Querying and Estimation: Algorithms and Performance Evaluation
Obtaining fast and good quality approximations to data distributions is a problem of central interest to database management. A variety of popular database applications including,...
Sudipto Guha, Nick Koudas
ICDM
2008
IEEE
137views Data Mining» more  ICDM 2008»
15 years 8 months ago
Stream Sequential Pattern Mining with Precise Error Bounds
Sequential pattern mining is an interesting data mining problem with many real-world applications. This problem has been studied extensively in static databases. However, in recen...
Luiz F. Mendes, Bolin Ding, Jiawei Han
ICDM
2010
IEEE
164views Data Mining» more  ICDM 2010»
14 years 11 months ago
On Finding Similar Items in a Stream of Transactions
While there has been a lot of work on finding frequent itemsets in transaction data streams, none of these solve the problem of finding similar pairs according to standard similar...
Andrea Campagna, Rasmus Pagh