A tree-based approach for motif discovery and sequence classification.
Rui YanPaul C. BoutrosIgor JurisicaPublished in: Bioinform. (2011)
Keyphrases
- sequence classification
- motif discovery
- sequence data
- biological sequences
- binding sites
- dna sequences
- hidden markov models
- sequence databases
- data mining tasks
- pattern discovery
- computational biology
- markov models
- multiobjective optimization
- tree structure
- conditional random fields
- discriminative learning
- string kernels
- knowledge discovery
- multi objective
- high dimensional
- data mining algorithms
- graphical models