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COLT
2008
Springer
13 years 10 months ago
On the Margin Explanation of Boosting Algorithms
Much attention has been paid to the theoretical explanation of the empirical success of AdaBoost. The most influential work is the margin theory, which is essentially an upper bou...
Liwei Wang, Masashi Sugiyama, Cheng Yang, Zhi-Hua ...
CONEXT
2008
ACM
13 years 10 months ago
Observing slow crustal movement in residential user traffic
It is often argued that rapidly increasing video content along with the penetration of high-speed access is leading to explosive growth in the Internet traffic. Contrary to this p...
Kenjiro Cho, Kensuke Fukuda, Hiroshi Esaki, Akira ...
RECOMB
2010
Springer
13 years 10 months ago
Algorithms for Detecting Significantly Mutated Pathways in Cancer
Abstract. Recent genome sequencing studies have shown that the somatic mutations that drive cancer development are distributed across a large number of genes. This mutational heter...
Fabio Vandin, Eli Upfal, Benjamin J. Raphael
EKAW
2008
Springer
13 years 10 months ago
An Analysis of the Origin of Ontology Mismatches on the Semantic Web
Despite the potential of domain ontologies to provide consensual representations of domain-relevant knowledge, the open, distributed and decentralized nature of the Semantic Web me...
Paul R. Smart, Paula C. Engelbrecht
IMC
2007
ACM
13 years 10 months ago
Compressed network monitoring for ip and all-optical networks
We address the problem of efficient end-to-end network monitoring of path metrics in communication networks. Our goal is to minimize the number of measurements or monitors requir...
Mark Coates, Yvan Pointurier, Michael Rabbat
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