Introducing the contrast profile: a novel time series primitive that allows real world classification.
Ryan MercerSara AlaeeAlireza AbdoliNader Shakibay SenobariShailendra SinghAmy C. MurilloEamonn J. KeoghPublished in: Data Min. Knowl. Discov. (2022)
Keyphrases
- real world
- image classification
- classification accuracy
- pattern recognition
- feature extraction
- classification algorithm
- pattern classification
- text classification
- support vector
- feature selection
- support vector machine svm
- automatic classification
- case study
- wide range
- decision trees
- class labels
- classification scheme
- genetic algorithm
- classification method
- data sets
- machine learning
- high level
- training set
- machine learning methods
- classification systems
- classification process
- synthetic data
- non stationary
- user profiles
- unsupervised learning
- feature set
- feature vectors
- data mining