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» Graph Mining based on a Data Partitioning Approach
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122
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ICDE
2010
IEEE
249views Database» more  ICDE 2010»
15 years 7 months ago
PARINET: A tunable access method for in-network trajectories
— In this paper we propose PARINET, a new access method to efficiently retrieve the trajectories of objects moving in networks. The structure of PARINET is based on a combination...
Iulian Sandu Popa, Karine Zeitouni, Vincent Oria, ...
KDD
2007
ACM
148views Data Mining» more  KDD 2007»
16 years 27 days ago
Detecting research topics via the correlation between graphs and texts
In this paper we address the problem of detecting topics in large-scale linked document collections. Recently, topic detection has become a very active area of research due to its...
Yookyung Jo, Carl Lagoze, C. Lee Giles
137
Voted
WSDM
2012
ACM
245views Data Mining» more  WSDM 2012»
13 years 8 months ago
The early bird gets the buzz: detecting anomalies and emerging trends in information networks
In this work we propose a novel approach to anomaly detection in streaming communication data. We first build a stochastic model for the system based on temporal communication pa...
Brian Thompson
84
Voted
JIIS
2006
124views more  JIIS 2006»
15 years 13 days ago
An efficient approach to mining indirect associations
Discovering association rules is one of the important tasks in data mining. While most of the existing algorithms are developed for efficient mining of frequent patterns, it has be...
Qian Wan, Aijun An
106
Voted
KDD
2007
ACM
155views Data Mining» more  KDD 2007»
16 years 27 days ago
Mining templates from search result records of search engines
Metasearch engine, Comparison-shopping and Deep Web crawling applications need to extract search result records enwrapped in result pages returned from search engines in response ...
Hongkun Zhao, Weiyi Meng, Clement T. Yu