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» TCAM-conscious Algorithms for Data Streams
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ICML
1996
IEEE
16 years 2 months ago
Searching for Structure in Multiple Streams of Data
Finding structure in multiple streams of data is an important problem. Consider the streams of data owing from a robot's sensors, the monitors in an intensive care unit, or p...
Tim Oates, Paul R. Cohen
ESA
2003
Springer
79views Algorithms» more  ESA 2003»
15 years 7 months ago
Estimating Dominance Norms of Multiple Data Streams
Graham Cormode, S. Muthukrishnan
135
Voted
INFORMATICALT
2008
196views more  INFORMATICALT 2008»
15 years 1 months ago
An Efficient and Sensitive Decision Tree Approach to Mining Concept-Drifting Data Streams
Abstract. Data stream mining has become a novel research topic of growing interest in knowledge discovery. Most proposed algorithms for data stream mining assume that each data blo...
Cheng-Jung Tsai, Chien-I Lee, Wei-Pang Yang
PODS
2004
ACM
147views Database» more  PODS 2004»
16 years 2 months ago
Flexible Time Management in Data Stream Systems
Continuous queries in a Data Stream Management System (DSMS) rely on time as a basis for windows on streams and for defining a consistent semantics for multiple streams and updata...
Utkarsh Srivastava, Jennifer Widom

Publication
309views
17 years 1 months ago
SOLE: Scalable On-Line Execution of Continuous Queries on Spatio-temporal Data Streams
This paper presents the Scalable On-Line Execution algorithm (SOLE, for short) for continuous and on-line evaluation of concurrent continuous spatio- temporal queries over data str...
Mohamed F. Mokbel, Walid G. Aref