InTrans: Fast Incremental Transformer for Time Series Data Prediction.
Savong BouToshiyuki AmagasaHiroyuki KitagawaPublished in: DEXA (2) (2022)
Keyphrases
- prediction accuracy
- financial time series
- incremental learning
- prediction error
- prediction model
- case study
- high dimensional
- temporal data
- fault diagnosis
- incremental clustering
- data sets
- prediction algorithm
- stock market
- data driven
- fuzzy logic
- data points
- evolutionary algorithm
- feature space
- information systems
- genetic algorithm