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SIGKDD
2000
70views more  SIGKDD 2000»
13 years 4 months ago
The Segment Support Map: Scalable Mining of Frequent Itemsets
Laks V. S. Lakshmanan, Carson Kai-Sang Leung, Raym...
SIGKDD
2002
66views more  SIGKDD 2002»
13 years 4 months ago
Exploiting succinct constraints using FP-trees
Carson Kai-Sang Leung, Laks V. S. Lakshmanan, Raym...
ICDE
2002
IEEE
106views Database» more  ICDE 2002»
14 years 6 months ago
OSSM: A Segmentation Approach to Optimize Frequency Counting
Computing the frequency of a pattern is one of the key operations in data mining algorithms. We describe a simple yet powerful way of speeding up any form of frequency counting sa...
Carson Kai-Sang Leung, Raymond T. Ng, Heikki Manni...
KDD
2009
ACM
347views Data Mining» more  KDD 2009»
13 years 11 months ago
FpViz: a visualizer for frequent pattern mining
Over the past 15 years, numerous algorithms have been proposed for frequent pattern mining as it plays an essential role in many knowledge discovery and data mining (KDD) tasks. M...
Carson Kai-Sang Leung, Christopher L. Carmichael
DPC
1996
192views more  DPC 1996»
13 years 6 months ago
Finding Pictures of Objects in Large Collections of Images
Retrieving images from very large collections, using image content as a key, is becoming an important problem. Users prefer to ask for pictures using notions of content that are st...
David A. Forsyth, Jitendra Malik, Thomas K. Leung,...