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ISBI
2004
IEEE
14 years 11 months ago
Clustering-Based Framework for Comparing fMRI Analysis Methods
In this paper, a cluster-based framework is introduced for comparing analysis methods of functional magnetic resonance images (fMRI). In the proposed framework, fMRI data is repla...
Hamid Soltanian-Zadeh, Gholam-Ali Hossein-Zadeh, A...
BMCBI
2007
118views more  BMCBI 2007»
13 years 11 months ago
A new advance in alternative splicing databases: from catalogue to detailed analysis of regulation of expression and function of
Background: Most human genes produce several transcripts with different exon contents by using alternative promoters, alternative polyadenylation sites and alternative splice site...
Pierre de la Grange, Martin Dutertre, Margot Corre...
BMCBI
2005
151views more  BMCBI 2005»
13 years 10 months ago
stam - a Bioconductor compliant R package for structured analysis of microarray data
Background: Genome wide microarray studies have the potential to unveil novel disease entities. Clinically homogeneous groups of patients can have diverse gene expression profiles...
Claudio Lottaz, Rainer Spang
KDD
2001
ACM
187views Data Mining» more  KDD 2001»
14 years 11 months ago
Random projection in dimensionality reduction: applications to image and text data
Random projections have recently emerged as a powerful method for dimensionality reduction. Theoretical results indicate that the method preserves distances quite nicely; however,...
Ella Bingham, Heikki Mannila
UAI
2008
14 years 9 days ago
Discovering Cyclic Causal Models by Independent Components Analysis
We generalize Shimizu et al's (2006) ICA-based approach for discovering linear non-Gaussian acyclic (LiNGAM) Structural Equation Models (SEMs) from causally sufficient, conti...
Gustavo Lacerda, Peter Spirtes, Joseph Ramsey, Pat...