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» On improving application utility prediction
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CORR
2010
Springer
152views Education» more  CORR 2010»
13 years 10 months ago
Predicting the Future with Social Media
In recent years, social media has become ubiquitous and important for social networking and content sharing. And yet, the content that is generated from these websites remains larg...
Sitaram Asur, Bernardo A. Huberman
BIB
2011
13 years 1 months ago
Using cross-validation to evaluate predictive accuracy of survival risk classifiers based on high-dimensional data
Developments in whole genome biotechnology have stimulated statistical focus on prediction methods. We review here methodology for classifying patients into survival risk groups a...
Richard M. Simon, Jyothi Subramanian, Ming-Chung L...
BMCBI
2006
134views more  BMCBI 2006»
13 years 10 months ago
Application of machine learning in SNP discovery
Background: Single nucleotide polymorphisms (SNP) constitute more than 90% of the genetic variation, and hence can account for most trait differences among individuals in a given ...
Lakshmi K. Matukumalli, John J. Grefenstette, Davi...
ISPDC
2006
IEEE
14 years 3 months ago
Video Stream Annotations for Energy Trade-offs in Multimedia Applications
Recent applications for distributed mobile devices, including multimedia video/audio streaming, typically process streams of incoming data in a regular, predictable way. The behav...
Radu Cornea, Alex Nicolau, Nikil Dutt
IPPS
2010
IEEE
13 years 7 months ago
Improving the performance of hypervisor-based fault tolerance
Hypervisor-based fault tolerance (HBFT), a checkpoint-recovery mechanism, is an emerging approach to sustaining mission-critical applications. Based on virtualization technology, H...
Jun Zhu, Wei Dong, Zhefu Jiang, Xiaogang Shi, Zhen...