A Novel Diagnosis Method of Proton Exchange Membrane Fuel Cells Based on the PCA and XGBoost Algorithm.
Hanbin DangRui MaDongdong ZhaoRenyou XieHaiyan LiYuntian LiuPublished in: IECON (2020)
Keyphrases
- dynamic programming
- cost function
- experimental evaluation
- high accuracy
- computational cost
- k means
- detection method
- improved algorithm
- synthetic and real images
- optimization algorithm
- significant improvement
- preprocessing
- similarity measure
- computational complexity
- objective function
- matching algorithm
- principal components
- input data
- detection algorithm
- clustering method
- probabilistic model
- computationally efficient
- mathematical model
- classification method
- selection algorithm
- segmentation method
- support vector machine svm
- segmentation algorithm
- recognition algorithm
- estimation algorithm
- convergence rate
- learning algorithm
- theoretical analysis
- classification algorithm
- principle component analysis
- optimization method
- expectation maximization
- principal components analysis
- optimal solution
- method for face recognition
- reconstruction method
- negative matrix factorization
- monte carlo simulation
- energy function
- search space
- em algorithm
- tree structure
- feature extraction
- neural network
- high dimensional
- simulated annealing
- handwritten digits