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ICML
2009
IEEE
16 years 7 months ago
Domain adaptation from multiple sources via auxiliary classifiers
We propose a multiple source domain adaptation method, referred to as Domain Adaptation Machine (DAM), to learn a robust decision function (referred to as target classifier) for l...
Lixin Duan, Ivor W. Tsang, Dong Xu, Tat-Seng Chua
ICML
2003
IEEE
16 years 7 months ago
Exploration and Exploitation in Adaptive Filtering Based on Bayesian Active Learning
In the task of adaptive information filtering, a system receives a stream of documents but delivers only those that match a person's information need. As the system filters i...
Yi Zhang, Wei Xu, James P. Callan
WWW
2008
ACM
16 years 7 months ago
Using CEP technology to adapt messages exchanged by web services
Web service may be unable to interact with each other because of incompatibilities between their interfaces. In this paper, we present an event driven approach which aims at adapt...
Yehia Taher, Marie-Christine Fauvet, Marlon Dumas,...
WWW
2006
ACM
16 years 7 months ago
From adaptation engineering to aspect-oriented context-dependency
The evolution of the Web requires to consider an increasing number of context-dependency issues. Therefore, in our research we focus on how to extend a Web application with additi...
Sven Casteleyn, Zoltán Fiala, Geert-Jan Hou...
CHI
2007
ACM
16 years 7 months ago
Dreaming of adaptive interface agents
Bill Tomlinson, Eric Baumer, Man Lok Yau, Paul Mac...