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» Improving Mining Quality by Exploiting Data Dependency
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PLDI
2004
ACM
15 years 5 months ago
Cost effective dynamic program slicing
Although dynamic program slicing was first introduced to aid in user level debugging, applications aimed at improving software quality, reliability, security, and performance hav...
Xiangyu Zhang, Rajiv Gupta
KDD
2008
ACM
140views Data Mining» more  KDD 2008»
16 years 7 days ago
Semi-supervised approach to rapid and reliable labeling of large data sets
Supervised classification methods have been shown to be very effective for a large number of applications. They require a training data set whose instances are labeled to indicate...
György J. Simon, Vipin Kumar, Zhi-Li Zhang
WWW
2008
ACM
16 years 15 days ago
Mining for personal name aliases on the web
We propose a novel approach to find aliases of a given name from the web. We exploit a set of known names and their aliases as training data and extract lexical patterns that conv...
Danushka Bollegala, Taiki Honma, Yutaka Matsuo, Mi...
ICDM
2005
IEEE
138views Data Mining» more  ICDM 2005»
15 years 5 months ago
Labeling Unclustered Categorical Data into Clusters Based on the Important Attribute Values
Sampling has been recognized as an important technique to improve the efficiency of clustering. However, with sampling applied, those points which are not sampled will not have t...
Hung-Leng Chen, Kun-Ta Chuang, Ming-Syan Chen
COMCOM
2006
118views more  COMCOM 2006»
14 years 12 months ago
A novel content-aware interleaving for wireless video transmission
In wireless network environments, the effect of transmission errors and losses on the video quality vary, depending on the intensity of the burst, and which parts of the video str...
Jeong-Yong Choi, Jitae Shin