Class-Incremental Learning on Multivariate Time Series Via Shape-Aligned Temporal Distillation.
Qiao ZhongZhengMinghui HuXudong JiangPonnuthurai Nagaratnam SuganthanSavitha RamasamyPublished in: ICASSP (2023)
Keyphrases
- incremental learning
- multivariate time series
- multivariate time series data
- temporal patterns
- temporal data
- learning process
- incremental learning algorithm
- dimension reduction
- categorical data
- autoregressive
- supervised learning
- temporal information
- spatio temporal
- high dimensional
- spatial structure
- decision trees
- data mining
- data sets
- knn
- pattern discovery
- temporal reasoning
- active learning
- training data
- machine learning