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» Gene-set approach for expression pattern analysis
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TNN
1998
111views more  TNN 1998»
15 years 1 months ago
Asymptotic distributions associated to Oja's learning equation for neural networks
— In this paper, we perform a complete asymptotic performance analysis of the stochastic approximation algorithm (denoted subspace network learning algorithm) derived from Oja’...
Jean Pierre Delmas, Jean-Francois Cardos
KDD
2008
ACM
206views Data Mining» more  KDD 2008»
16 years 2 months ago
Identifying biologically relevant genes via multiple heterogeneous data sources
Selection of genes that are differentially expressed and critical to a particular biological process has been a major challenge in post-array analysis. Recent development in bioin...
Zheng Zhao, Jiangxin Wang, Huan Liu, Jieping Ye, Y...
BMCBI
2004
111views more  BMCBI 2004»
15 years 1 months ago
Multiclass discovery in array data
Background: A routine goal in the analysis of microarray data is to identify genes with expression levels that correlate with known classes of experiments. In a growing number of ...
Yingchun Liu, Markus Ringnér
161
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BMCBI
2005
201views more  BMCBI 2005»
15 years 1 months ago
Principal component analysis for predicting transcription-factor binding motifs from array-derived data
Background: The responses to interleukin 1 (IL-1) in human chondrocytes constitute a complex regulatory mechanism, where multiple transcription factors interact combinatorially to...
Yunlong Liu, Matthew P. Vincenti, Hiroki Yokota
121
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CORR
2006
Springer
135views Education» more  CORR 2006»
15 years 1 months ago
Constraint Functional Logic Programming over Finite Domains
In this paper, we present our proposal to Constraint Functional Logic Programming over Finite Domains (CFLP(FD) ) with a lazy functional logic programming language which seamlessl...
Antonio J. Fernández, Maria Teresa Hortal&a...