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DAGM
2010
Springer
15 years 4 months ago
Gaussian Mixture Modeling with Gaussian Process Latent Variable Models
Density modeling is notoriously difficult for high dimensional data. One approach to the problem is to search for a lower dimensional manifold which captures the main characteristi...
Hannes Nickisch, Carl Edward Rasmussen
131
Voted
BMCBI
2010
208views more  BMCBI 2010»
15 years 3 months ago
A multi-filter enhanced genetic ensemble system for gene selection and sample classification of microarray data
Background: Feature selection techniques are critical to the analysis of high dimensional datasets. This is especially true in gene selection from microarray data which are common...
Pengyi Yang, Bing Bing Zhou, Zili Zhang, Albert Y....
ISSTA
2009
ACM
15 years 10 months ago
Loop-extended symbolic execution on binary programs
Mixed concrete and symbolic execution is an important technique for finding and understanding software bugs, including securityrelevant ones. However, existing symbolic execution...
Prateek Saxena, Pongsin Poosankam, Stephen McCaman...
VEE
2012
ACM
222views Virtualization» more  VEE 2012»
13 years 11 months ago
Unpicking the knot: teasing apart VM/application interdependencies
Flexible and efficient runtime design requires an understanding of the dependencies among the components internal to the runtime and those between the application and the runtime...
Yi Lin, Stephen M. Blackburn, Daniel Frampton
ICAC
2006
IEEE
15 years 10 months ago
QMON: QoS- and Utility-Aware Monitoring in Enterprise Systems
Abstract— The scale, reliability, and cost requirements of enterprise data centers require automation of center management. Examples include provisioning, scheduling, capacity pl...
Sandip Agarwala, Yuan Chen, Dejan S. Milojicic, Ka...