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» Hyperdynamics Importance Sampling
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CN
2007
111views more  CN 2007»
13 years 7 months ago
Quantile sampling for practical delay monitoring in Internet backbone networks
Point-to-point delay is an important network performance measure as it captures service degradations caused by various events. We study how to measure and report delay in a concis...
Baek-Young Choi, Sue B. Moon, Rene L. Cruz, Zhi-Li...
JMLR
2010
145views more  JMLR 2010»
13 years 2 months ago
Parallelizable Sampling of Markov Random Fields
Markov Random Fields (MRFs) are an important class of probabilistic models which are used for density estimation, classification, denoising, and for constructing Deep Belief Netwo...
James Martens, Ilya Sutskever
BMCBI
2010
80views more  BMCBI 2010»
13 years 7 months ago
Power and sample size estimation in microarray studies
Background: Before conducting a microarray experiment, one important issue that needs to be determined is the number of arrays required in order to have adequate power to identify...
Wei-Jiun Lin, Huey-miin Hsueh, James J. Chen
BMCBI
2010
87views more  BMCBI 2010»
13 years 7 months ago
poolMC: Smart pooling of mRNA samples in microarray experiments
Background: Typically, pooling of mRNA samples in microarray experiments implies mixing mRNA from several biological-replicate samples before hybridization onto a microarray chip....
Raghunandan M. Kainkaryam, Angela Bruex, Anna C. G...
DKE
2008
109views more  DKE 2008»
13 years 7 months ago
Deterministic algorithms for sampling count data
Processing and extracting meaningful knowledge from count data is an important problem in data mining. The volume of data is increasing dramatically as the data is generated by da...
Hüseyin Akcan, Alex Astashyn, Hervé Br...