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» Experiments with a New Boosting Algorithm
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137
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WWW
2004
ACM
16 years 4 months ago
Using urls and table layout for web classification tasks
We propose new features and algorithms for automating Web-page classification tasks such as content recommendation and ad blocking. We show that the automated classification of We...
L. K. Shih, David R. Karger
133
Voted
KDD
2004
ACM
142views Data Mining» more  KDD 2004»
16 years 4 months ago
Meta-classification of Multi-type Cancer Gene Expression Data
Massive publicly available gene expression data consisting of different experimental conditions and microarray platforms introduce new challenges in data mining when integrating m...
Benny Y. M. Fung, Vincent T. Y. Ng
206
Voted
VLDB
2007
ACM
260views Database» more  VLDB 2007»
16 years 3 months ago
Approaching the Skyline in Z Order
Given a set of multidimensional data points, skyline query retrieves a set of data points that are not dominated by any other points. This query is useful for multi-preference ana...
Ken C. K. Lee, Baihua Zheng, Huajing Li, Wang-Chie...
156
Voted
SIGMOD
2004
ACM
196views Database» more  SIGMOD 2004»
16 years 3 months ago
FARMER: Finding Interesting Rule Groups in Microarray Datasets
Microarray datasets typically contain large number of columns but small number of rows. Association rules have been proved to be useful in analyzing such datasets. However, most e...
Gao Cong, Anthony K. H. Tung, Xin Xu, Feng Pan, Ji...
106
Voted
EDBT
2002
ACM
107views Database» more  EDBT 2002»
16 years 3 months ago
A Robust and Self-tuning Page-Replacement Strategy for Spatial Database Systems
For a spatial database management system, it is an important goal to minimize the I/O-cost of queries and other operations. Several page-replacement strategies have been proposed a...
Thomas Brinkhoff