Ensemble Method for System Failure Detection Using Large-Scale Telemetry Data.
Priyanka MudgalRita H. WouhaybiPublished in: CoRR (2024)
Keyphrases
- failure detection
- ensemble methods
- failure diagnosis
- telemetry data
- international space station
- prediction accuracy
- ensemble learning
- multi dimensional time series
- benchmark datasets
- machine learning methods
- decision trees
- fault detection
- base classifiers
- random forest
- rotation forest
- machine learning
- highly reliable
- space station
- subspace methods
- multilabel classification
- classifier ensemble
- ensemble members
- neural network
- learning algorithm
- artificial neural networks
- support vector machine svm
- genetic algorithm
- feature subset