Distributed FastShapelet Transform: a Big Data time series classification algorithm.
Francisco Javier BaldanJosé Manuel BenítezPublished in: Inf. Sci. (2019)
Keyphrases
- classification algorithm
- big data
- data intensive
- knn
- cloud computing
- data analysis
- data processing
- k nearest neighbor
- data management
- commodity hardware
- naive bayes
- social media
- support vector machine
- data science
- class labels
- accurate classification
- big data analytics
- knowledge discovery
- massive datasets
- training set
- business intelligence
- data warehousing
- classification accuracy
- learning algorithm
- information retrieval
- data sets
- nearest neighbor
- vast amounts of data
- training data
- clustering algorithm
- information systems
- social networks
- real world