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AAAI
2000
15 years 1 months ago
A Unified Bias-Variance Decomposition for Zero-One and Squared Loss
The bias-variance decomposition is a very useful and widely-used tool for understanding machine-learning algorithms. It was originally developed for squared loss. In recent years,...
Pedro Domingos
BNCOD
2009
228views Database» more  BNCOD 2009»
15 years 29 days ago
A Data Privacy Taxonomy
Abstract. Privacy has become increasingly important to the database community which is reflected by a noteworthy increase in research papers appearing in the literature. While rese...
Ken Barker, Mina Askari, Mishtu Banerjee, Kambiz G...
ECAI
2010
Springer
15 years 29 days ago
Extraction of Places Related to Flickr Tags
Geographic information systems use databases to map keywords to places. These databases are currently most often created by using a top-down approach based on the geographic defini...
Yukino Baba, Fuyuki Ishikawa, Shinichi Honiden
IJWET
2006
89views more  IJWET 2006»
14 years 12 months ago
Enforcing web services business protocols at run-time: a process-driven approach
: Business processes provide abstractions for modelling business protocols that define the correct interactions between two or more Web services (WS). It has been shown that it is ...
Biörn Biörnstad, Cesare Pautasso, Gustav...
TMC
2008
108views more  TMC 2008»
14 years 11 months ago
Improving Throughput and Fairness by Reducing Exposed and Hidden Nodes in 802.11 Networks
Abstract--Two well-known problems that can cause performance degradations in IEEE 802.11 wireless networks are the exposednode (EN) and hidden-node (HN) problems. Although there ha...
Li Bin Jiang, Soung Chang Liew