SCMFTS: Scalable and Distributed Complexity Measures and Features for Univariate and Multivariate Time Series in Big Data Environments.
Francisco Javier BaldanDaniel PeraltaYvan SaeysJosé Manuel BenítezPublished in: Int. J. Comput. Intell. Syst. (2021)
Keyphrases
- multivariate time series
- big data
- commodity hardware
- complexity measures
- cloud computing
- temporal patterns
- data processing
- big data analytics
- temporal data
- data management
- feature vectors
- business intelligence
- data analysis
- feature extraction
- temporal information
- semi supervised
- data warehousing
- pairwise
- feature space
- decision making
- information retrieval
- database