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» Contrast Pattern Mining and Its Application for Building Rob...
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KDD
2005
ACM
137views Data Mining» more  KDD 2005»
14 years 5 months ago
A generalized framework for mining spatio-temporal patterns in scientific data
In this paper, we present a general framework to discover spatial associations and spatio-temporal episodes for scientific datasets. In contrast to previous work in this area, fea...
Hui Yang, Srinivasan Parthasarathy, Sameep Mehta
ICDE
2008
IEEE
137views Database» more  ICDE 2008»
14 years 6 months ago
Stop Chasing Trends: Discovering High Order Models in Evolving Data
Abstract-- Many applications are driven by evolving data -patterns in web traffic, program execution traces, network event logs, etc., are often non-stationary. Building prediction...
Shixi Chen, Haixun Wang, Shuigeng Zhou, Philip S. ...
CORR
2011
Springer
183views Education» more  CORR 2011»
13 years 8 days ago
Automatic Network Fingerprinting through Single-Node Motifs
Complex networks have been characterised by their specific connectivity patterns (network motifs), but their building blocks can also be identified and described by node-motifs—...
Christoph Echtermeyer, Luciano da Fontoura Costa, ...