Implementation of a Sequence-to-Sequence Stacked Sparse Long Short-Term Memory Autoencoder for Anomaly Detection on Multivariate Timeseries Data of Industrial Blower Ball Bearing Units.
Elisavet KarapalidouNikolaos AlexandrisEfstathios N. AntoniouStavros VologiannidisJohn A. KalomirosDimitrios VarsamisPublished in: Sensors (2023)
Keyphrases
- anomaly detection
- data sets
- input data
- knowledge discovery
- data points
- unsupervised learning
- data sources
- data mining techniques
- data processing
- high dimensional
- computer systems
- behavior analysis
- network anomaly detection
- anomalous behavior
- detecting anomalies
- computer security
- network intrusion detection
- data mining algorithms
- feature space
- training data
- neural network