Classification method for microarray probe selection using sequence, thermodynamics and secondary structure parameters.
Lalit GuptaSunil KumarRandeep SinghShaik RafiNevenka DimitrovaAparni GorthaB. LakshmiDeepa PaiSitharthan KamalakaranXiaoyue ZhaoMichael WiglerPublished in: ICPR (2008)
Keyphrases
- classification method
- microarray
- secondary structure
- gene expression
- secondary structure of proteins
- high throughput
- rna sequences
- gene expression data
- microarray data
- knn
- gene ontology
- support vector machine svm
- protein structure
- k nearest neighbor
- gene selection
- computational methods
- text classification
- classification algorithm
- gene expression profiles
- protein sequences
- molecular biology
- free energy
- amino acids
- support vector machine
- regulatory networks
- systems biology
- pattern recognition
- amino acid sequences
- neural network
- microarray datasets
- transcription factors
- machine learning