Distance Measures for Effective Clustering of ARIMA Time-Series.
Konstantinos KalpakisDhiral GadaVasundhara PuttaguntaPublished in: ICDM (2001)
Keyphrases
- distance measure
- dynamic time warping
- distance metric
- nearest neighbor classification
- euclidean distance
- distance function
- moving average
- clustering algorithm
- proximity measures
- cosine similarity
- dissimilarity measure
- similarity measure
- vector space
- edit distance
- clustering method
- data points
- kullback leibler
- distance calculation
- similarity function
- autoregressive
- hamming distance
- symbolic representation
- short term
- pose estimation
- arima model
- real valued time series