Querying and mining of time series data: experimental comparison of representations and distance measures.
Hui DingGoce TrajcevskiPeter ScheuermannXiaoyue WangEamonn J. KeoghPublished in: Proc. VLDB Endow. (2008)
Keyphrases
- distance measure
- experimental comparison
- data mining algorithms
- vector representation
- distance function
- euclidean distance
- similarity measure
- periodic patterns
- vector space
- data mining
- kullback leibler divergence
- dynamic time warping
- kullback leibler
- feature selection
- nearest neighbor classification
- knowledge discovery
- frequent patterns
- data mining techniques
- text mining
- hamming distance
- bhattacharyya distance
- histogram intersection
- edit distance
- frequent itemsets
- cosine similarity
- symbolic representation