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» An ICA algorithm for analyzing multiple data sets
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CSDA
2008
158views more  CSDA 2008»
13 years 8 months ago
Outlier identification in high dimensions
A computationally fast procedure for identifying outliers is presented, that is particularly effective in high dimensions. This algorithm utilizes simple properties of principal c...
Peter Filzmoser, Ricardo A. Maronna, Mark Werner
IEAAIE
2003
Springer
14 years 1 months ago
Fast Feature Selection by Means of Projections
The attribute selection techniques for supervised learning, used in the preprocessing phase to emphasize the most relevant attributes, allow making models of classification simple...
Roberto Ruiz, José Cristóbal Riquelm...
ICCV
2009
IEEE
15 years 1 months ago
Mode-Detection via Median-Shift
Median-shift is a mode seeking algorithm that relies on computing the median of local neighborhoods, instead of the mean. We further combine median-shift with Locality Sensitive...
Lior Shapira, Shai Avidan, Ariel Shamir
VLDB
2005
ACM
125views Database» more  VLDB 2005»
14 years 8 months ago
Sync your data: update propagation for heterogeneous protein databases
The traditional model of bench (wet) chemistry in many life sciences domain is today actively complimented by computer-based discoveries utilizing the growing number of online data...
Kajal T. Claypool, Elke A. Rundensteiner
BMCBI
2007
137views more  BMCBI 2007»
13 years 8 months ago
GEVALT: An integrated software tool for genotype analysis
Background: Genotype information generated by individual and international efforts carries the promise of revolutionizing disease studies and the association of phenotypes with al...
Ofir Davidovich, Gad Kimmel, Ron Shamir