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» Mining Actionable Patterns
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85
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JIIS
2006
124views more  JIIS 2006»
15 years 21 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
90
Voted
ICDM
2002
IEEE
114views Data Mining» more  ICDM 2002»
15 years 5 months ago
Online Algorithms for Mining Semi-structured Data Stream
In this paper, we study an online data mining problem from streams of semi-structured data such as XML data. Modeling semi-structured data and patterns as labeled ordered trees, w...
Tatsuya Asai, Hiroki Arimura, Kenji Abe, Shinji Ka...
102
Voted
EDBT
2010
ACM
156views Database» more  EDBT 2010»
15 years 4 months ago
Pattern detector: fast detection of suspicious stream patterns for immediate reaction
Detecting emerging problems in information and manufacturing systems is the goal of monitoring tools. Good and timely detection of problematic conditions from measured indicators ...
Ira Assent, Hardy Kremer, Stephan Günnemann, ...
104
Voted
CHI
2005
ACM
16 years 1 months ago
"I hear the pattern": interactive sonification of geographical data patterns
In this paper we describe our investigation of using interactive sonification (non-speech sound) to present the geographical distribution pattern of statistical data to vision imp...
Haixia Zhao, Catherine Plaisant, Ben Shneiderman
95
Voted
ICSE
2009
IEEE-ACM
15 years 7 months ago
Mining exception-handling rules as sequence association rules
Programming languages such as Java and C++ provide exception-handling constructs to handle exception conditions. Applications are expected to handle these exception conditions and...
Suresh Thummalapenta, Tao Xie