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» Reducing the Frequent Pattern Set
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GLVLSI
1998
IEEE
122views VLSI» more  GLVLSI 1998»
14 years 4 days ago
Reducing Power Consumption of Dedicated Processors Through Instruction Set Encoding
With the increased clock frequency of modern, high-performance processors over 500 MHz, in some cases, limiting the power dissipation has become the most stringent design target. ...
Luca Benini, Giovanni De Micheli, Alberto Macii, E...
ICDM
2006
IEEE
134views Data Mining» more  ICDM 2006»
14 years 1 months ago
Fast Frequent Free Tree Mining in Graph Databases
Free tree, as a special graph which is connected, undirected and acyclic, is extensively used in domains such as computational biology, pattern recognition, computer networks, XML...
Peixiang Zhao, Jeffrey Xu Yu
CIKM
2005
Springer
14 years 1 months ago
On the estimation of frequent itemsets for data streams: theory and experiments
In this paper, we devise a method for the estimation of the true support of itemsets on data streams, with the objective to maximize one chosen criterion among {precision, recall}...
Pierre-Alain Laur, Richard Nock, Jean-Emile Sympho...
PKDD
2000
Springer
159views Data Mining» more  PKDD 2000»
13 years 11 months ago
An Apriori-Based Algorithm for Mining Frequent Substructures from Graph Data
Abstract. This paper proposes a novel approach named AGM to eciently mine the association rules among the frequently appearing substructures in a given graph data set. A graph tran...
Akihiro Inokuchi, Takashi Washio, Hiroshi Motoda
SDM
2009
SIAM
157views Data Mining» more  SDM 2009»
14 years 5 months ago
MUSK: Uniform Sampling of k Maximal Patterns.
Recent research in frequent pattern mining (FPM) has shifted from obtaining the complete set of frequent patterns to generating only a representative (summary) subset of frequent ...
Mohammad Al Hasan, Mohammed Javeed Zaki