TimeClassifier: a visual analytic system for the classification of multi-dimensional time series data.
James S. WalkerMark W. JonesRobert S. LarameeOwen R. BidderHannah J. WilliamsRebecca ScottEmily L. C. ShepardRory P. WilsonPublished in: Vis. Comput. (2015)
Keyphrases
- multi dimensional
- classification scheme
- automatic classification
- pattern recognition
- pattern classification
- image classification
- visual information
- classification method
- classification accuracy
- classification systems
- machine learning methods
- visual features
- support vector machine
- feature selection
- feature extraction
- classification rate
- machine learning
- text classification
- support vector
- sequential patterns
- feature vectors
- decision trees
- training data
- data sets
- object classification
- data mining
- classification models
- classification algorithm
- training samples
- unsupervised learning
- data streams
- preprocessing
- rough sets
- supervised learning
- feature space