62 search results - page 3 / 13 » Efficient Spectral Feature Selection with Minimum Redundancy |
PRL
2006
13 years 5 months ago
2006
With increasing interest in bioinformatics, sophisticated tools are required to efficiently analyze gene information. The classification of gene expression profiles is crucial in ...
GECCO
2007
Springer
13 years 12 months ago
2007
Springer
Selecting the most relevant factors from genetic profiles that can optimally characterize cellular states is of crucial importance in identifying complex disease genes and biomark...
ICAPR
2009
Springer
14 years 11 days ago
2009
Springer
— Feature selection and ensemble classification increase system efficiency and accuracy in machine learning, data mining and biomedical informatics. This research presents an ana...
INTERSPEECH
2010
13 years 19 days ago
2010
In this paper, we present efficient HMM-based techniques for estimating missing features. By assuming speech features to be observations of hidden Markov processes, we derive a mi...
CSB
2005
IEEE
13 years 11 months ago
2005
IEEE
A major challenge for genomewide disease association studies is the high cost of genotyping large number of single nucleotide polymorphisms (SNP). The correlations between SNPs, h...