A multivariate Time Series Classification Method for Streaming Data using Temporal Metafeature Abstractions.
Tamara B. SipesNatasha BalacHoma KarimabadiNicole WolterKenneth NunesAaron RobertsPublished in: Int. J. Semantic Comput. (2013)
Keyphrases
- classification method
- multivariate time series
- streaming data
- data streams
- temporal data
- multivariate time series data
- concept drift
- temporal patterns
- classification algorithm
- sliding window
- knn
- data distribution
- text classification
- k nearest neighbor
- support vector machine
- categorical data
- dimension reduction
- support vector machine svm
- computer vision
- temporal information
- anomaly detection
- human motion
- autoregressive
- pattern recognition
- knowledge discovery
- prior knowledge
- spatial structure
- multi dimensional