Multi-Fractal Analysis for Feature Extraction from DNA Sequences.
Witold KinsnerHong ZhangPublished in: Int. J. Softw. Sci. Comput. Intell. (2010)
Keyphrases
- dna sequences
- fractal analysis
- feature extraction
- texture analysis
- texture classification
- fractal dimension
- dna computing
- human genome
- tandem repeats
- sequence patterns
- texture descriptors
- image classification
- texture features
- motif discovery
- binding sites
- biological sequences
- coding regions
- feature selection
- gene structure prediction
- support vector machine svm
- principal component analysis
- feature vectors
- transcription factors
- texture images
- local binary pattern
- dimensionality reduction
- multiresolution
- genomic sequences
- feature set
- rna sequences
- co occurrence