Imaging Time-Series to Improve Classification and Imputation.
Zhiguang WangTim OatesPublished in: CoRR (2015)
Keyphrases
- pattern recognition
- classification systems
- classification scheme
- support vector machine svm
- support vector
- classification algorithm
- training samples
- model selection
- feature vectors
- image analysis
- classification accuracy
- support vector machine
- image classification
- machine learning
- machine learning algorithms
- dimensionality reduction
- supervised learning
- training set
- image processing
- feature extraction
- decision trees
- classification process
- data sets
- automatic classification
- dimension reduction
- classification rules
- missing values
- machine learning methods
- multispectral
- missing data
- benchmark datasets
- non stationary
- data analysis
- preprocessing
- medical images