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ICPR
2000
IEEE
15 years 11 months ago
Scaling-Up Support Vector Machines Using Boosting Algorithm
In the recent years support vector machines (SVMs) have been successfully applied to solve a large number of classification problems. Training an SVM, usually posed as a quadrati...
Dmitry Pavlov, Jianchang Mao, Byron Dom
DASFAA
1999
IEEE
84views Database» more  DASFAA 1999»
15 years 11 months ago
P-Tree: A B-Tree Index for Lists
The high frequency of applications involving large, ordered, nested lists suggests that list is the "next most" natural data type after set. A list differs from a set th...
Ke Wang, Beng Chin Ooi, Sam Yuan Sung
PADL
2000
Springer
15 years 10 months ago
Calculating a New Data Mining Algorithm for Market Basket Analysis
The general goal of data mining is to extract interesting correlated information from large collection of data. A key computationally-intensive subproblem of data mining involves ...
Zhenjiang Hu, Wei-Ngan Chin, Masato Takeichi
DMIN
2006
126views Data Mining» more  DMIN 2006»
15 years 8 months ago
An Algorithm for the Discovery of Arbitrary Length Ordinal Association Rules
Association rule mining techniques are used to search attribute-value pairs that occur frequently together in a data set. Ordinal association rules are a particular type of associa...
Alina Campan, Gabriela Serban, Traian Marius Truta...
ICAD
2004
15 years 8 months ago
A Toolkit for Interactive Sonification
This paper describes work-in-progress on an Interactive Sonification Toolkit which has been developed in order to aid the analysis of general data sets. The toolkit allows the des...
Sandra Pauletto, Andy Hunt