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» Class-Driven Attribute Extraction
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141
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ISCI
2008
124views more  ISCI 2008»
15 years 2 months ago
A weighted rough set based method developed for class imbalance learning
In this paper, we introduce weights into Pawlak rough set model to balance the class distribution of a data set and develop a weighted rough set based method to deal with the clas...
Jinfu Liu, Qinghua Hu, Daren Yu
146
Voted
WWW
2010
ACM
15 years 9 months ago
Entity relation discovery from web tables and links
The World-Wide Web consists not only of a huge number of unstructured texts, but also a vast amount of valuable structured data. Web tables [2] are a typical type of structured in...
Cindy Xide Lin, Bo Zhao, Tim Weninger, Jiawei Han,...
108
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INFFUS
2006
71views more  INFFUS 2006»
15 years 2 months ago
Comparative implementation of two fusion schemes for multiple complementary FLIR imagery classifiers
Several classifiers for forward looking infra-red imagery are designed and implemented, and their relative performance is benchmarked on 2545 images belonging to 8 different ship ...
Pierre Valin, Francois Rhéaume, Claude Trem...
125
Voted
ACSW
2004
15 years 4 months ago
Early Assessment of Classification Performance
The ability to distinguish between objects is the fundamental to learning and intelligent behavior in general. The difference between two things is the information we seek; the pr...
Bostjan Brumen, Izidor Golob, Hannu Jaakkola, Tatj...
162
Voted
SIGIR
2011
ACM
14 years 5 months ago
Mining tags using social endorsement networks
Entities on social systems, such as users on Twitter, and images on Flickr, are at the core of many interesting applications: they can be ranked in search results, recommended to ...
Theodoros Lappas, Kunal Punera, Tamás Sarlo...