Anomaly Detection in Medical Wireless Sensor Networks using SVM and Linear Regression Models.
Osman SalemAlexey GuerassimovAhmed MehaouaAnthony MarcusBorko FurhtPublished in: Int. J. E Health Medical Commun. (2014)
Keyphrases
- anomaly detection
- wireless sensor networks
- linear regression models
- regression analysis
- least squares
- support vector
- one class support vector machines
- intrusion detection
- anomalous behavior
- support vector machine
- network intrusion detection
- network traffic
- detecting anomalies
- knn
- linear regression model
- network anomaly detection
- intrusion detection system
- regression trees
- feature selection
- training set
- multi class
- machine learning
- kernel function
- detect anomalies
- training data
- negative selection algorithm
- data sets
- regression model
- neural network
- unsupervised learning
- active learning
- face recognition
- decision trees