747 search results - page 59 / 150 » Test Oracles Using Statistical Methods |
ICPR
2008
IEEE
14 years 10 months ago
2008
IEEE
This paper introduces a novel stochastic approach to image denoising using an adaptive Monte Carlo scheme. Random samples are generated from the image field using a spatially-adap...
PAMI
2007
13 years 8 months ago
2007
Abstract—We experimentally evaluate bagging and seven other randomizationbased approaches to creating an ensemble of decision tree classifiers. Statistical tests were performed o...
WWW
2011
ACM
13 years 3 months ago
2011
ACM
Bucket testing, also known as A/B testing, is a practice that is widely used by on-line sites with large audiences: in a simple version of the methodology, one evaluates a new fea...
STOC
2009
ACM
14 years 9 months ago
2009
ACM
A function on n variables is called a k-junta if it depends on at most k of its variables. In this article, we show that it is possible to test whether a function is a k-junta or ...
FMOODS
2007
2007
A Probabilistic Formal Analysis Approach to Cross Layer Optimization in Distributed Embedded Systems
13 years 10 months ago
We present a novel approach, based on probabilistic formal methods, to developing cross-layer resource optimization policies for resource limited distributed systems. One objective...