Title
An Efficient Algorithm for Dense Regions Discovery from Large-Scale Data Streams
Abstract
We introduce the notion of dense region as distinct and meaningful patterns from given data. Efficient and effective algorithms for identifying such regions are presented. Next, we discuss extensions of the algorithms for handling data streams. Finally, experiments on large-scale data streams such as clickstreams are given which confirm that the usefulness of our algorithms.
Year
DOI
Venue
2004
10.1007/978-3-540-24775-3_14
ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING, PROCEEDINGS
Field
DocType
Volume
Data mining,Data stream mining,Computer science,Algorithm,Knowledge extraction,Group method of data handling
Conference
3056
ISSN
Citations 
PageRank 
0302-9743
3
0.44
References 
Authors
4
4
Name
Order
Citations
PageRank
Andy M. Yip123220.65
EDMOND HAOCUN WU2102.29
Ng Michael34231311.70
Tony F. Chan48733659.77