Pattern Classification of Instantaneous Cognitive Task-load Through GMM Clustering, Laplacian Eigenmap, and Ensemble SVMs.
Jianhua ZhangZhong YinRubin WangPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2017)
Keyphrases
- pattern classification
- decision boundary
- gaussian mixture model
- clustering algorithm
- laplacian eigenmaps
- feature selection
- support vector
- feature extraction
- pattern recognition
- clustering method
- neural network
- kernel pca
- k means
- feature vectors
- machine learning
- training data
- training set
- knn
- hyperplane
- data sets
- principal components analysis
- data clustering
- kernel function
- support vector machine svm
- k nearest neighbor
- data points
- feature space
- manifold learning
- ensemble methods
- em algorithm
- dimensionality reduction
- principal component analysis