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DAWAK
2004
Springer
14 years 1 months ago
SCLOPE: An Algorithm for Clustering Data Streams of Categorical Attributes
Clustering is a difficult problem especially when we consider the task in the context of a data stream of categorical attributes. In this paper, we propose SCLOPE, a novel algorith...
Kok-Leong Ong, Wenyuan Li, Wee Keong Ng, Ee-Peng L...
JCP
2006
111views more  JCP 2006»
13 years 7 months ago
Mining Developing Trends of Dynamic Spatiotemporal Data Streams
This paper1 presents an efficient modeling technique for data streams in a dynamic spatiotemporal environment and its suitability for mining developing trends. The streaming data a...
Yu Meng, Margaret H. Dunham
DBPL
2003
Springer
92views Database» more  DBPL 2003»
14 years 1 months ago
A Query Algebra for Fragmented XML Stream Data
The increased usage of mobile devices coupled with an unprecedented demand for information has pushed the scalability problem of pull-based data service to the focus. A broadcast ...
Sujoe Bose, Leonidas Fegaras, David Levine, Vamsi ...
ICDE
2007
IEEE
118views Database» more  ICDE 2007»
14 years 9 months ago
Summarizing Order Statistics over Data Streams with Duplicates
Ying Zhang, Xuemin Lin, Yidong Yuan, Masaru Kitsur...
ICDE
2006
IEEE
124views Database» more  ICDE 2006»
14 years 9 months ago
A Pipelined Framework for Online Cleaning of Sensor Data Streams
Shawn R. Jeffery, Gustavo Alonso, Michael J. Frank...