A Hybrid Machine Learning and Schedulability Analysis Method for the Verification of TSN Networks.
Tieu Long MaiNicolas NavetJörn MiggePublished in: WFCS (2019)
Keyphrases
- machine learning
- machine learning methods
- computationally efficient
- detection method
- significant improvement
- experimental evaluation
- verification method
- classification method
- clustering method
- support vector machine svm
- theoretical analysis
- support vector machine
- knn
- computational cost
- active learning
- cost function
- training data
- neural network
- learning tasks
- statistical methods
- optimization method
- decision trees
- high precision
- similarity measure
- synthetic data
- machine learning algorithms
- bayesian networks
- objective function
- video sequences
- preprocessing
- unsupervised learning
- edge detection
- principal component analysis
- pairwise
- artificial neural networks
- probabilistic model