DistHD: A Learner-Aware Dynamic Encoding Method for Hyperdimensional Classification.
Junyao WangSitao HuangMohsen ImaniPublished in: DAC (2023)
Keyphrases
- classification method
- classification accuracy
- preprocessing
- unsupervised learning
- accuracy rate
- detection method
- high accuracy
- pattern recognition
- ordinal data
- machine learning methods
- decision rules
- support vector machine svm
- feature extraction
- training samples
- supervised learning
- benchmark data sets
- pattern classification
- classification scheme
- classification algorithm
- cross validation
- classification rate
- feature set
- support vector machine
- cost function
- support vector
- feature space
- training set
- artificial neural networks
- decision trees
- accurate classification
- encoding scheme
- image sequences
- classification process
- training data
- objective function
- training process
- edge detection
- feature vectors
- learning process
- significant improvement
- clustering method
- computational cost
- dynamic environments
- semi supervised
- model selection
- neural network