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IDA
2009
Springer
14 years 2 months ago
Bayesian Robust PCA for Incomplete Data
Abstract. We present a probabilistic model for robust principal component analysis (PCA) in which the observation noise is modelled by Student-t distributions that are independent ...
Jaakko Luttinen, Alexander Ilin, Juha Karhunen
BMCBI
2006
118views more  BMCBI 2006»
13 years 7 months ago
Djinn Lite: a tool for customised gene transcript modelling, annotation-data enrichment and exploration
Background: There is an ever increasing rate of data made available on genetic variation, transcriptomes and proteomes. Similarly, a growing variety of bioinformatic programs are ...
Erdahl T. Teber, Edward Crawford, Kent B. Bolton, ...
JCP
2008
116views more  JCP 2008»
13 years 7 months ago
Formal Verification and Visualization of Security Policies
Verified and validated security policies are essential components of high assurance computer systems. The design and implementation of security policies are fundamental processes i...
Luay A. Wahsheh, Daniel Conte de Leon, Jim Alves-F...
ICDE
2006
IEEE
193views Database» more  ICDE 2006»
14 years 9 months ago
Probabilistic Message Passing in Peer Data Management Systems
Until recently, most data integration techniques involved central components, e.g., global schemas, to enable transparent access to heterogeneous databases. Today, however, with t...
Philippe Cudré-Mauroux, Karl Aberer, Andras...
IEEEVAST
2010
13 years 2 months ago
Anomaly detection in GPS data based on visual analytics
Modern machine learning techniques provide robust approaches for data-driven modeling and critical information extraction, while human experts hold the advantage of possessing hig...
Zicheng Liao, Yizhou Yu, Baoquan Chen