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Huberized Multi-class Support Vector Machine for Microarray Classification
Gene selection grouping effect microarray classification
2009/9/9
This paper proposes a new multi-class support vector machine for simultaneous gene selection and microarray classification. Combining the huberized hinge loss function and the elastic net penalty, the...
Sugar microarray via click chemistry: molecular recognition with lectins and amyloid β(1–42)
self-assembled monolayer saccharide microarray
2010/1/19
Sugar microarrays were fabricated on various substrates via click chemistry. Acetylene-terminated substrates were prepared by forming self-assembled monolayers (SAMs) on a gold substrate with alkyl-di...
Functional genomics in farm animals – Microarray analysis
Microarray Review Farm animals cDNA array Oligo array Array analysis
2012/8/10
The rapid progression of farm animal genomics has introduced novel technologies capable of presenting global descriptions of biological systems at the level of gene and protein expression and protein ...