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JMLR
2010
182views more  JMLR 2010»
8 years 4 months ago
Decision Tree for Dynamic and Uncertain Data Streams
Current research on data stream classification mainly focuses on certain data, in which precise and definite value is usually assumed. However, data with uncertainty is quite natu...
Chunquan Liang, Yang Zhang, Qun Song
DATE
2010
IEEE
197views Hardware» more  DATE 2010»
8 years 4 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
ICDM
2009
IEEE
167views Data Mining» more  ICDM 2009»
8 years 7 months ago
Self-Adaptive Anytime Stream Clustering
Clustering streaming data requires algorithms which are capable of updating clustering results for the incoming data. As data is constantly arriving, time for processing is limited...
Philipp Kranen, Ira Assent, Corinna Baldauf, Thoma...
DATESO
2009
146views Database» more  DATESO 2009»
8 years 7 months ago
Compression of the Stream Array Data Structure
In recent years, many approaches to XML twig pattern query (TPQ) processing have been developed. Some algorithms are supported by a stream abstract data type. s an abstract data ty...
Radim Baca, Martin Pawlas
PKDD
2010
Springer
183views Data Mining» more  PKDD 2010»
8 years 7 months ago
Classification and Novel Class Detection of Data Streams in a Dynamic Feature Space
Data stream classification poses many challenges, most of which are not addressed by the state-of-the-art. We present DXMiner, which addresses four major challenges to data stream ...
Mohammad M. Masud, Qing Chen, Jing Gao, Latifur Kh...
IEEEHPCS
2010
8 years 7 months ago
Reducing memory requirements of stream programs by graph transformations
Stream languages explicitly describe fork-join parallelism and pipelines, offering a powerful programming model for many-core Multi-Processor Systems on Chip (MPSoC). In an embedd...
Pablo de Oliveira Castro, Stéphane Louise, ...
ICDM
2010
IEEE
199views Data Mining» more  ICDM 2010»
8 years 7 months ago
Addressing Concept-Evolution in Concept-Drifting Data Streams
Abstract--The problem of data stream classification is challenging because of many practical aspects associated with efficient processing and temporal behavior of the stream. Two s...
Mohammad M. Masud, Qing Chen, Latifur Khan, Charu ...
HIPEAC
2010
Springer
8 years 7 months ago
Buffer Sizing for Self-timed Stream Programs on Heterogeneous Distributed Memory Multiprocessors
Abstract. Stream programming is a promising way to expose concurrency to the compiler. A stream program is built from kernels that communicate only via point-to-point streams. The ...
Paul M. Carpenter, Alex Ramírez, Eduard Ayg...
GLOBECOM
2010
IEEE
8 years 7 months ago
Selective Cross Correlation in Passive Timing Analysis Attacks against Low-Latency Mixes
A mix is a communication proxy that hides the relationship between incoming and outgoing messages. Routing traffic through a path of mixes is a powerful tool for providing privacy....
Titus Abraham, Matthew Wright
IEEECIT
2010
IEEE
8 years 7 months ago
SAT: A Stream Architecture Template for Embedded Applications
- The increase of embedded applications complexity has demanded hardware more flexible while providing higher performance. Reconfigurable architectures and stream processing have b...
Qianming Yang, Nan Wu, Mei Wen, Yi He, Huayou Su, ...
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