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» An Interval Classifier for Database Mining Applications
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VLDB
1992
ACM
87views Database» more  VLDB 1992»
13 years 9 months ago
An Interval Classifier for Database Mining Applications
Rakesh Agrawal, Sakti P. Ghosh, Tomasz Imielinski,...
SIGMOD
2008
ACM
136views Database» more  SIGMOD 2008»
14 years 5 months ago
Mining relationships among interval-based events for classification
Existing temporal pattern mining assumes that events do not have any duration. However, events in many real world applications have durations, and the relationships among these ev...
Dhaval Patel, Wynne Hsu, Mong-Li Lee
KDD
2006
ACM
136views Data Mining» more  KDD 2006»
14 years 5 months ago
Mining quantitative correlated patterns using an information-theoretic approach
Existing research on mining quantitative databases mainly focuses on mining associations. However, mining associations is too expensive to be practical in many cases. In this pape...
Yiping Ke, James Cheng, Wilfred Ng
ICDM
2005
IEEE
168views Data Mining» more  ICDM 2005»
13 years 10 months ago
Discovering Frequent Arrangements of Temporal Intervals
In this paper we study a new problem in temporal pattern mining: discovering frequent arrangements of temporal intervals. We assume that the database consists of sequences of even...
Panagiotis Papapetrou, George Kollios, Stan Sclaro...
GFKL
2007
Springer
158views Data Mining» more  GFKL 2007»
13 years 8 months ago
Investigating Classifier Learning Behavior with Experiment Databases
Experimental assessment of the performance of classification algorithms is an important aspect of their development and application on real-world problems. To facilitate this analy...
Joaquin Vanschoren, Hendrik Blockeel