Exploring time-series motifs through DTW-SOM.
Maria Inês SilvaRoberto HenriquesPublished in: CoRR (2020)
Keyphrases
- dynamic time warping
- self organizing maps
- distance measure
- euclidean distance
- subsequence matching
- motif discovery
- kohonen self organizing map
- similarity measure
- motif discovery algorithm
- dna sequences
- edit distance
- input space
- similarity search
- neural network
- cluster analysis
- competitive learning
- topology preserving
- unsupervised learning
- binding sites
- k means
- recurring patterns
- neural gas
- longest common subsequence
- feature vectors