Explainability and Transparency of Classifiers for Air-Handling Unit Faults Using Explainable Artificial Intelligence (XAI).
Molika MeasRam MachlevAhmet KoseAleksei TepljakovLauri LooYoash LevronEduard PetlenkovJuri BelikovPublished in: Sensors (2022)
Keyphrases
- artificial intelligence
- training data
- decision trees
- machine learning algorithms
- fault diagnosis
- computer science
- test set
- support vector
- intelligent systems
- expert systems
- training set
- classification systems
- case based reasoning
- ensemble learning
- model based diagnosis
- majority voting
- classification decisions
- supervised classification
- linear classifiers
- intelligent agents
- roc curve
- cognitive science
- class labels
- feature selection
- engineering design
- svm classifier
- test cases
- fault detection
- knowledge based systems
- computational intelligence
- multi class
- decision boundary
- knowledge representation
- ai methods