An automatic motif recognition algorithm in DNA sequences based on particle swarm optimization and random projection.
Hongwei GeLiang SunYao YaoJinghong YuPublished in: BIBM (2017)
Keyphrases
- dna sequences
- recognition algorithm
- random projections
- motif discovery
- human genome
- dimensionality reduction
- binding sites
- tandem repeats
- biological sequences
- sparse representation
- dimension reduction
- transcription factors
- random sampling
- original data
- principal component analysis
- image reconstruction
- human actions
- machine learning
- high dimensionality
- co occurrence
- natural language processing