Clustering of interval-valued time series of unequal length based on improved dynamic time warping.
Xiao WangFusheng YuWitold PedryczLian YuPublished in: Expert Syst. Appl. (2019)
Keyphrases
- dynamic time warping
- interval valued
- longest common subsequence
- distance measure
- fuzzy sets
- similarity measure
- real valued
- clustering algorithm
- partially ordered
- quasi periodic
- similarity search
- subsequence matching
- euclidean distance
- similarity function
- sequence matching
- edit distance
- group decision making
- aggregation operators
- interval valued fuzzy
- representation scheme
- data sets
- multi dimensional
- intuitionistic fuzzy
- data points
- high dimensional
- computational complexity
- pattern recognition
- data mining