An ultra-fast time series distance measure to allow data mining in more complex real-world deployments.
Shaghayegh GharghabiShima ImaniAnthony J. BagnallAmirali DarvishzadehEamonn J. KeoghPublished in: Data Min. Knowl. Discov. (2020)
Keyphrases
- distance measure
- real world
- data mining
- dynamic time warping
- data mining algorithms
- similarity measure
- euclidean distance
- distance metric
- distance function
- vector space
- knowledge discovery
- nearest neighbor classifier
- data mining tasks
- hamming distance
- hausdorff distance
- data analysis
- cosine similarity
- association rules
- case study
- subsequence matching
- dissimilarity measure
- kullback leibler
- vector representation
- feature selection
- data mining applications
- texture features
- probability distribution
- text mining