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75
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ICPR
2010
IEEE
15 years 1 months ago
Underwater Mine Classification with Imperfect Labels
A new algorithm for performing classification with imperfectly labeled data is presented. The proposed approach is motivated by the insight that the average prediction of a group ...
David Williams
DAGSTUHL
2007
14 years 11 months ago
Propositional Relevance through Letter-Sharing: Review and Contribution
The concept of relevance between classical propositional formulae, defined in terms of letter-sharing, has been around for a very long time. But it began to take on a fresh life i...
David Makinson
IM
2007
14 years 9 months ago
Using the Power of Two Choices to Improve Bloom Filters
We consider the combination of two ideas from the hashing literature: the power of two choices and Bloom filters. Specifically, we show via simulations that, in comparison with a...
Steven S. Lumetta, Michael Mitzenmacher
82
Voted
CCGRID
2001
IEEE
15 years 1 months ago
Sabotage-Tolerance Mechanisms for Volunteer Computing Systems
In this paper, we address the new problem of protecting volunteer computing systems from malicious volunteers who submit erroneous results by presenting sabotagetolerance mechanis...
Luis F. G. Sarmenta
ICPR
2002
IEEE
15 years 10 months ago
Speeding up SVM Decision Based on Mirror Points
In this paper, we propose a new method to speed up SVM decision based on the idea of mirror points. Decisions based on multiple simple classifiers, which are formed as a result of...
Jiun-Hung Chen, Chu-Song Chen