Cargando…
Sample phenotype clusters in high-density oligonucleotide microarray data sets are revealed using Isomap, a nonlinear algorithm
BACKGROUND: Life processes are determined by the organism's genetic profile and multiple environmental variables. However the interaction between these factors is inherently non-linear [1]. Microarray data is one representation of the nonlinear interactions among genes and genes and environment...
Autores principales: | Dawson, Kevin, Rodriguez, Raymond L, Malyj, Wasyl |
---|---|
Formato: | Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2005
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1189082/ https://www.ncbi.nlm.nih.gov/pubmed/16076401 http://dx.doi.org/10.1186/1471-2105-6-195 |
Ejemplares similares
-
Neural networks based linear (PCA) and nonlinear (ISOMAP) feature extraction for soil swelling pressure prediction (North East Algeria)
por: Ouassila, Bahloul, et al.
Publicado: (2023) -
Nondestructive Inspection of Reinforced Concrete Utility Poles with ISOMAP and Random Forest
por: Ullah, Saeed, et al.
Publicado: (2018) -
Facial Expression Recognition Based on Local Binary Patterns and Kernel Discriminant Isomap
por: Zhao, Xiaoming, et al.
Publicado: (2011) -
Pose-invariant matching for non-rigid 3D models using Isomap
por: Jin, Hairong, et al.
Publicado: (2022) -
Dual-Force ISOMAP: A New Relevance Feedback Method for Medical Image Retrieval
por: Shen, Hualei, et al.
Publicado: (2013)