Addressing Big Data Time Series: Mining Trillions of Time Series Subsequences Under Dynamic Time Warping.
Thanawin RakthanmanonBilson J. L. CampanaAbdullah MueenGustavo E. A. P. A. BatistaM. Brandon WestoverQiang ZhuJesin ZakariaEamonn J. KeoghPublished in: ACM Trans. Knowl. Discov. Data (2013)
Keyphrases
- dynamic time warping
- big data
- distance measure
- lower bounding
- similarity measure
- subsequence matching
- euclidean distance
- similarity search
- longest common subsequence
- cloud computing
- knowledge discovery
- edit distance
- sequence matching
- data analysis
- quasi periodic
- social media
- data management
- information retrieval
- mining algorithm
- unstructured data
- vast amounts of data
- neural network
- sequential patterns
- business intelligence
- pattern mining
- decision makers
- knowledge management
- massive datasets
- text mining
- pattern recognition
- data sets
- big data analytics