Robust probabilistic classification applicable to irregularly sampled functional data.
Yeonjoo ParkDouglas G. SimpsonPublished in: Comput. Stat. Data Anal. (2019)
Keyphrases
- data sets
- data collection
- database
- uncertain data
- sparsely sampled
- high dimensional data
- statistical analysis
- data processing
- training samples
- databases
- data distribution
- machine learning
- data analysis
- pattern recognition
- preprocessing
- small number
- data points
- supervised learning
- synthetic data
- sampled data
- neural network
- data quality
- classification rules
- missing values
- prior knowledge
- classification method
- support vector machine svm
- labeled data
- high quality
- support vector
- nearest neighbor
- input data