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BMCBI
2010
147views more  BMCBI 2010»
8 years 9 months ago
baySeq: Empirical Bayesian methods for identifying differential expression in sequence count data
Background: High throughput sequencing has become an important technology for studying expression levels in many types of genomic, and particularly transcriptomic, data. One key w...
Thomas J. Hardcastle, Krystyna A. Kelly
AIME
2015
Springer
3 years 5 months ago
Ecologically valid trials of elderly unobtrusive monitoring: analysis and first results
Intelligent health monitoring systems of elderly have been around for several years now. Evaluation of sensor measurements and intelligent processing algorithms has been performed ...
Antonis Billis, Panagiotis Kartsidis, Dimitris-Kon...
BMCBI
2010
164views more  BMCBI 2010»
8 years 9 months ago
Investigating the validity of current network analysis on static conglomerate networks by protein network stratification
Background: A molecular network perspective forms the foundation of systems biology. A common practice in analyzing protein-protein interaction (PPI) networks is to perform networ...
Minlu Zhang, Long J. Lu
JMLR
2010
144views more  JMLR 2010»
8 years 4 months ago
Practical Approaches to Principal Component Analysis in the Presence of Missing Values
Principal component analysis (PCA) is a classical data analysis technique that finds linear transformations of data that retain the maximal amount of variance. We study a case whe...
Alexander Ilin, Tapani Raiko
MICAI
2007
Springer
9 years 3 months ago
Building Fine Bayesian Networks Aided by PSO-Based Feature Selection
A successful interpretation of data goes through discovering crucial relationships between variables. Such a task can be accomplished by a Bayesian network. The dark side is that, ...
María del Carmen Chávez, Gladys Casa...
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