Statistics-Guided Accelerated Swarm Feature Selection in Data-Driven Soft Sensors for Hybrid Engine Performance Prediction.
Ji LiQuan ZhouHuw WilliamsGuoxiang LuHongming XuPublished in: IEEE Trans. Ind. Informatics (2023)
Keyphrases
- data driven
- feature selection
- prediction accuracy
- text categorization
- mutual information
- sensor networks
- cooperative
- prediction algorithm
- multi class
- classification accuracy
- selected features
- sensor data
- swarm intelligence
- sensor fusion
- sensor technology
- machine learning
- prediction error
- information gain
- classification models
- prediction model
- unsupervised learning
- feature set
- high dimensionality
- data fusion
- ensemble classifier
- discriminative features
- knn
- collective behavior
- unsupervised feature selection
- similarity measure