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JMLR
2010
108views more  JMLR 2010»
14 years 5 months ago
Feature Selection using Multiple Streams
Feature selection for supervised learning can be greatly improved by making use of the fact that features often come in classes. For example, in gene expression data, the genes wh...
Paramveer S. Dhillon, Dean P. Foster, Lyle H. Unga...
BSN
2011
IEEE
192views Sensor Networks» more  BSN 2011»
13 years 10 months ago
Observing Recovery from Knee-Replacement Surgery by Using Wearable Sensors
—A progressive improvement in gait following knee arthroplasty surgery can be observed during walking and transitional activities such as sitting/standing. Accurate assessment of...
Louis Atallah, Gareth G. Jones, Raza Ali, Julian J...
BMCBI
2006
118views more  BMCBI 2006»
14 years 10 months ago
A graphical model approach to automated classification of protein subcellular location patterns in multi-cell images
Background: Knowledge of the subcellular location of a protein is critical to understanding how that protein works in a cell. This location is frequently determined by the interpr...
Shann-Ching Chen, Robert F. Murphy
BMCBI
2006
143views more  BMCBI 2006»
14 years 10 months ago
Application of protein structure alignments to iterated hidden Markov model protocols for structure prediction
Background: One of the most powerful methods for the prediction of protein structure from sequence information alone is the iterative construction of profile-type models. Because ...
Eric D. Scheeff, Philip E. Bourne
TSE
2002
140views more  TSE 2002»
14 years 9 months ago
Test Case Prioritization: A Family of Empirical Studies
To reduce the cost of regression testing, software testers may prioritize their test cases so that those which are more important, by some measure, are run earlier in the regressi...
Sebastian G. Elbaum, Alexey G. Malishevsky, Gregg ...