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» Agnostic Domain Adaptation
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ICML
2002
IEEE
16 years 5 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
WEBI
2009
Springer
15 years 11 months ago
Adapting Reinforcement Learning for Trust: Effective Modeling in Dynamic Environments
—In open multiagent systems, agents need to model their environments in order to identify trustworthy agents. Models of the environment should be accurate so that decisions about...
Özgür Kafali, Pinar Yolum
LCN
2006
IEEE
15 years 10 months ago
Flexible Flow Aggregation for Adaptive Network Monitoring
Network monitoring is a major building block for many domains in communication networks. Besides typical accounting mechanisms and the emerging area of charging in next generation...
Falko Dressler, Gerhard Münz
ICDM
2005
IEEE
185views Data Mining» more  ICDM 2005»
15 years 10 months ago
Adaptive Product Normalization: Using Online Learning for Record Linkage in Comparison Shopping
The problem of record linkage focuses on determining whether two object descriptions refer to the same underlying entity. Addressing this problem effectively has many practical ap...
Mikhail Bilenko, Sugato Basu, Mehran Sahami
MUM
2005
ACM
129views Multimedia» more  MUM 2005»
15 years 10 months ago
Mobile camera-based adaptive viewing
In this paper, we present an approach for facilitating user interaction on mobile devices, focusing on camera-enabled mobile phones. A user interacts with an application by moving...
Antonio Haro, Koichi Mori, Vidya Setlur, Tolga K. ...