Ensemble of HOSVD Generated Tensor Subspace Classifiers with Optimal Tensor Flattening Directions.
Boguslaw CyganekMichal WozniakDariusz JankowskiPublished in: HAIS (2016)
Keyphrases
- higher order singular value decomposition
- high order
- tensor decomposition
- training data
- ensemble learning
- higher order
- ensemble classifier
- classifier ensemble
- training set
- dimensionality reduction
- combining classifiers
- majority voting
- feature selection
- multiple classifiers
- support vector
- data representation
- diffusion tensor
- final classification
- tensor factorization
- feature subspace
- learning algorithm
- randomized trees
- trained classifiers
- ensemble members
- feature space
- accurate classifiers
- multiple classifier systems
- principal component analysis
- individual classifiers
- classifier combination
- naive bayes
- dimension reduction
- base classifiers