Orthogonality Matters: Invariant Time Series Representation for Out-of-distribution Classification.
Ruize ShiHong HuangKehan YinWei ZhouHai JinPublished in: KDD (2024)
Keyphrases
- classification method
- pattern classification
- machine learning
- automatic classification
- decision trees
- machine learning methods
- robust classification
- feature representation
- text classification
- classification accuracy
- support vector machine
- feature vectors
- classification process
- classification systems
- image classification
- data distribution
- supervised learning
- preprocessing
- classification rules
- support vector
- data sets
- classification scheme
- classification algorithm
- machine learning algorithms
- symbolic representation
- training samples
- class conditional
- invariant representation