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ESANN
2006
13 years 10 months ago
Random Forests Feature Selection with K-PLS: Detecting Ischemia from Magnetocardiograms
Random Forests were introduced by Breiman for feature (variable) selection and improved predictions for decision tree models. The resulting model is often superior to AdaBoost and ...
Long Han, Mark J. Embrechts, Boleslaw K. Szymanski...
PRESENCE
2007
119views more  PRESENCE 2007»
13 years 8 months ago
Gaze-Contingent Visual Presentation Based on Remote Saccade Detection
Pursuing new display techniques based on insights into human visual perception can reveal new possibilities for visual information devices. Here, we propose a novel information pr...
Junji Watanabe, Hideyuki Ando, Taro Maeda, Susumu ...
BMCBI
2010
96views more  BMCBI 2010»
13 years 9 months ago
ModuleOrganizer: detecting modules in families of transposable elements
Background: Most known eukaryotic genomes contain mobile copied elements called transposable elements. In some species, these elements account for the majority of the genome seque...
Sébastien Tempel, Christine Rousseau, Fariz...
BMCBI
2006
116views more  BMCBI 2006»
13 years 9 months ago
Cluster analysis for DNA methylation profiles having a detection threshold
Background: DNA methylation, a molecular feature used to investigate tumor heterogeneity, can be measured on many genomic regions using the MethyLight technology. Due to the combi...
Paul Marjoram, Jing Chang, Peter W. Laird, Kimberl...
BMCBI
2007
131views more  BMCBI 2007»
13 years 9 months ago
On the detection of functionally coherent groups of protein domains with an extension to protein annotation
Background: Protein domains coordinate to perform multifaceted cellular functions, and domain combinations serve as the functional building blocks of the cell. The available metho...
William A. McLaughlin, Ken Chen, Tingjun Hou, Wei ...