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» Adaptive Automatic Classification on the Web
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ICML
2002
IEEE
14 years 8 months ago
Adaptive View Validation: A First Step Towards Automatic View Detection
Multi-view algorithms reduce the amount of required training data by partitioning the domain features into separate subsets or views that are sufficient to learn the target concep...
Ion Muslea, Steven Minton, Craig A. Knoblock
AWIC
2007
Springer
14 years 1 months ago
Improving Text Classification by Web Corpora
A major difficulty of supervised approaches for text classification is that they require a great number of training instances in order to construct an accurate classifier. This pap...
Rafael Guzmán-Cabrera, Manuel Montes-y-G&oa...
IUI
2010
ACM
13 years 12 months ago
Automatic generation of research trails in web history
We propose the concept of research trails to help web users create and reestablish context across fragmented research processes without requiring them to explicitly structure and ...
Elin Rønby Pedersen, Karl Gyllstrom, Shengy...
WWW
2005
ACM
14 years 8 months ago
Automatic identification of user goals in Web search
There have been recent interests in studying the "goal" behind a user's Web query, so that this goal can be used to improve the quality of a search engine's re...
Uichin Lee, Zhenyu Liu, Junghoo Cho
SAC
2004
ACM
14 years 28 days ago
Design and implementation of component-based adaptive Web presentations
Engineering adaptive Web applications implies the development of content that can be automatically adjusted to varying client devices and user preferences. To meet this requiremen...
Zoltán Fiala, Michael Hinz, Geert-Jan Hoube...