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» Using Prior Knowledge: Problems and Solutions
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KDD
2007
ACM
237views Data Mining» more  KDD 2007»
15 years 10 months ago
Knowledge discovery of multiple-topic document using parametric mixture model with dirichlet prior
Documents, such as those seen on Wikipedia and Folksonomy, have tended to be assigned with multiple topics as a meta-data. Therefore, it is more and more important to analyze a re...
Issei Sato, Hiroshi Nakagawa
ICML
2006
IEEE
15 years 10 months ago
Simpler knowledge-based support vector machines
If appropriately used, prior knowledge can significantly improve the predictive accuracy of learning algorithms or reduce the amount of training data needed. In this paper we intr...
Quoc V. Le, Alex J. Smola, Thomas Gärtner
TIP
2002
94views more  TIP 2002»
14 years 9 months ago
Denoising and copy attacks resilient watermarking by exploiting prior knowledge at detector
Watermarkingwith both obliviousdetection and high robustness capabilities is still a challenging problem. The existing methods are either robust or oblivious, but it is di cult to...
Chun-Shien Lu, Hong-Yuan Mark Liao, Martin Kutter
SEMWEB
2009
Springer
15 years 4 months ago
A Solution for the Man-Man Problem in the Family History Knowledge Base
The Family History Knowledge Base (FHKB) was presented at OWLED in 2008. The FHKB uses a rich object property hierarchy, including many OWL 2 features, to derive many entailments o...
Dmitry Tsarkov, Ulrike Sattler, Robert Stevens
80
Voted
FIW
2009
139views Communications» more  FIW 2009»
14 years 7 months ago
Problem-Solution Feature Interactions as Configuration Knowledge in Distributed Runtime Adaptations
Abstract. Current generative programming approaches use configuration knowledge to automatically manufacture an end product given a particular requirements specification. Such conf...
Frans Sanen, Eddy Truyen, Wouter Joosen