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PKDD
2010
Springer
183views Data Mining» more  PKDD 2010»
15 years 12 days 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...
140
Voted
DASFAA
2006
IEEE
168views Database» more  DASFAA 2006»
15 years 8 months ago
PMJoin: Optimizing Distributed Multi-way Stream Joins by Stream Partitioning
Abstract. In emerging data stream applications, data sources are typically distributed. Evaluating multi-join queries over streams from different sources may incur large communica...
Yongluan Zhou, Ying Yan, Feng Yu, Aoying Zhou
143
Voted
IDEAS
2007
IEEE
148views Database» more  IDEAS 2007»
15 years 8 months ago
Adaptive Execution of Stream Window Joins in a Limited Memory Environment
A sliding window join (SWJoin) is becoming an integral operation in every stream data management system. In some streaming applications the increasing volume of streamed data as w...
Fatima Farag, Moustafa A. Hammad
SSDBM
2006
IEEE
167views Database» more  SSDBM 2006»
15 years 8 months ago
Exploring Data Streams with Nonparametric Estimators
A variety of real-world applications requires a meaningful online analysis of transient data streams. An important building block of many analysis tasks is the characterization of...
Christoph Heinz, Bernhard Seeger
133
Voted
JCDL
2005
ACM
86views Education» more  JCDL 2005»
15 years 8 months ago
From playful exhibits to LOM: lessons from building an exploratorium digital library
The Exploratorium, an interactive hand-on science museum, is developing an online collection of science learning and teaching resources to better serve educators’ needs for peda...
Holly Fait, Sherry Hsi