Univariate Time Series Data Correction Method using LSTM Autoencoder with Temporal Distance.
Sohyeon YunHan-joon KimPublished in: ICAIIC (2024)
Keyphrases
- multivariate time series
- temporal data
- temporal information
- temporal dependencies
- spatio temporal
- spatial and temporal
- temporal evolution
- distance measure
- temporal constraints
- temporal patterns
- hamming distance
- time stamped
- neural network
- data streams
- learning algorithm
- semi supervised
- anomaly detection
- distance metric
- artificial neural networks
- temporal reasoning
- high dimensional
- decision trees
- temporal consistency