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ICSR
2011
Springer
14 years 10 months ago
Improving Product Line Architecture Design and Customization by Raising the Level of Variability Modeling
Product Line Architecture (PLA) plays a central role in software product line development. In order to support architecture-level variability modeling, most architecture descriptio...
Jiayi Zhu, Xin Peng, Stan Jarzabek, Zhenchang Xing...
AINA
2008
IEEE
16 years 1 months ago
Missing Value Estimation for Time Series Microarray Data Using Linear Dynamical Systems Modeling
The analysis of gene expression time series obtained from microarray experiments can be effectively exploited to understand a wide range of biological phenomena from the homeostat...
Connie Phong, Raul Singh
CDC
2009
IEEE
185views Control Systems» more  CDC 2009»
15 years 11 months ago
Discrete Empirical Interpolation for nonlinear model reduction
A dimension reduction method called Discrete Empirical Interpolation (DEIM) is proposed and shown to dramatically reduce the computational complexity of the popular Proper Orthogo...
Saifon Chaturantabut, Danny C. Sorensen
BMCBI
2007
169views more  BMCBI 2007»
15 years 7 months ago
Transcriptional regulatory network refinement and quantification through kinetic modeling, gene expression microarray data and i
Background: Gene expression microarray and other multiplex data hold promise for addressing the challenges of cellular complexity, refined diagnoses and the discovery of well-targ...
Abdallah Sayyed-Ahmad, Kagan Tuncay, Peter J. Orto...
BMCBI
2007
128views more  BMCBI 2007»
15 years 7 months ago
Model order selection for bio-molecular data clustering
Background: Cluster analysis has been widely applied for investigating structure in bio-molecular data. A drawback of most clustering algorithms is that they cannot automatically ...
Alberto Bertoni, Giorgio Valentini