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» Warping the time on data streams
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ICASSP
2011
IEEE
14 years 4 months ago
Modified embedding for multi-regime detection in nonstationary streaming data
Many practical data streams are typically composed of several states known as regimes. In this paper, we invoke phase space reconstruction methods from non-linear time series and ...
Evan Kriminger, José Carlos Príncipe...
200
Voted
SIGMOD
2007
ACM
164views Database» more  SIGMOD 2007»
16 years 27 days ago
Fast data stream algorithms using associative memories
The primary goal of data stream research is to develop space and time efficient solutions for answering continuous online summarization queries. Research efforts over the last dec...
Nagender Bandi, Ahmed Metwally, Divyakant Agrawal,...
PAKDD
2010
ACM
165views Data Mining» more  PAKDD 2010»
15 years 2 months ago
Classification and Novel Class Detection in Data Streams with Active Mining
We present ActMiner, which addresses four major challenges to data stream classification, namely, infinite length, concept-drift, conceptevolution, and limited labeled data. Most o...
Mohammad M. Masud, Jing Gao, Latifur Khan, Jiawei ...
197
Voted
ICDE
2005
IEEE
108views Database» more  ICDE 2005»
16 years 2 months ago
Range Efficient Computation of F0 over Massive Data Streams
Efficient one-pass computation of F0, the number of distinct elements in a data stream, is a fundamental problem arising in various contexts in databases and networking. We consid...
Pavan Aduri, Srikanta Tirthapura
MSE
2002
IEEE
106views Hardware» more  MSE 2002»
15 years 5 months ago
A Realtime Software Solution for Resynchronizing Filtered MPEG2 Transport Stream
With the increasing demand and popularity of multimedia streaming applications over the current Internet, manipulating MPEG streams in a real-time software manner is gaining more ...
Bin Yu, Klara Nahrstedt