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ICTAI
2009
IEEE
15 years 6 months ago
FlockStream: A Bio-Inspired Algorithm for Clustering Evolving Data Streams
Existing density-based data stream clustering algorithms use a two-phase scheme approach consisting of an online phase, in which raw data is processed to gather summary statistics...
Agostino Forestiero, Clara Pizzuti, Giandomenico S...
DEXA
2008
Springer
130views Database» more  DEXA 2008»
15 years 1 months ago
Classifying Evolving Data Streams Using Dynamic Streaming Random Forests
We consider the problem of data-stream classification, introducing a stream-classification algorithm, Dynamic Streaming Random Forests, that is able to handle evolving data streams...
Hanady Abdulsalam, David B. Skillicorn, Patrick Ma...
DATE
2010
IEEE
197views Hardware» more  DATE 2010»
14 years 6 months ago
Compilation of stream programs for multicore processors that incorporate scratchpad memories
The stream processing characteristics of many embedded system applications in multimedia and networking domains have led to the advent of stream based programming formats. Several ...
Weijia Che, Amrit Panda, Karam S. Chatha
DEXA
2010
Springer
266views Database» more  DEXA 2010»
15 years 28 days ago
DBOD-DS: Distance Based Outlier Detection for Data Streams
Data stream is a newly emerging data model for applications like environment monitoring, Web click stream, network traffic monitoring, etc. It consists of an infinite sequence of d...
Md. Shiblee Sadik, Le Gruenwald
ESTIMEDIA
2009
Springer
15 years 6 months ago
Software parallel CAVLC encoder based on stream processing
—Real-time encoding of high-definition H.264 video is a challenge to current embedded programmable processors. Emerging stream processing methods supported by most GPUs and progr...
Ju Ren, Yi He, Wei Wu, Mei Wen, Nan Wu, Chunyuan Z...