Developing Novel Activation Functions in Time Series Anomaly Detection with LSTM Autoencoder.
Marina Adriana MercioniStefan HolbanPublished in: SACI (2021)
Keyphrases
- anomaly detection
- activation function
- detect anomalies
- intrusion detection
- hidden layer
- recurrent neural networks
- neural network
- anomalous behavior
- artificial neural networks
- feed forward
- network traffic
- detecting anomalies
- basis functions
- network anomaly detection
- neural nets
- back propagation
- multilayer perceptron
- one class support vector machines
- network intrusion detection
- unsupervised learning
- intrusion detection system
- fuzzy neural network
- learning rate
- autoregressive
- radial basis function
- negative selection algorithm
- network architecture
- non stationary
- training phase
- rbf neural network
- fuzzy logic
- pattern recognition
- face recognition