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ESEM
2007
ACM
15 years 10 months ago
The Effects of Over and Under Sampling on Fault-prone Module Detection
The goal of this paper is to improve the prediction performance of fault-prone module prediction models (fault-proneness models) by employing over/under sampling methods, which ar...
Yasutaka Kamei, Akito Monden, Shinsuke Matsumoto, ...
IDA
2010
Springer
15 years 8 months ago
Oracle Coached Decision Trees and Lists
This paper introduces a novel method for obtaining increased predictive performance from transparent models in situations where production input vectors are available when building...
Ulf Johansson, Cecilia Sönströd, Tuve L&...
BMCBI
2010
128views more  BMCBI 2010»
15 years 7 months ago
VIGOR, an annotation program for small viral genomes
Background: The decrease in cost for sequencing and improvement in technologies has made it easier and more common for the re-sequencing of large genomes as well as parallel seque...
Shiliang Wang, Jaideep P. Sundaram, David Spiro
CGO
2010
IEEE
16 years 1 months ago
Exploiting statistical correlations for proactive prediction of program behaviors
This paper presents a finding and a technique on program behavior prediction. The finding is that surprisingly strong statistical correlations exist among the behaviors of diffe...
Yunlian Jiang, Eddy Z. Zhang, Kai Tian, Feng Mao, ...
211
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MSWIM
2006
ACM
16 years 25 days ago
Pattern matching based link quality prediction in wireless mobile ad hoc networks
As mobile devices, such as laptops, PDAs or mobile phones, are getting more and more ubiquitous and are able to communicate with each other via wireless technologies, the paradigm...
Károly Farkas, Theus Hossmann, Lukas Ruf, B...