Méthode non paramétrique pour l'analyse et la classification des données fonctionnelles(Non-parametric method for analysis and classification of functional data).
Papa Alioune Meissa MbayeAnne-Françoise YaoChafik SamirPublished in: CNIA+RJCIA (2018)
Keyphrases
- classification method
- classification accuracy
- synthetic data
- support vector machine svm
- training samples
- machine learning methods
- ordinal data
- classification algorithm
- pattern classification
- support vector machine
- bayesian methods
- benchmark data sets
- classification process
- classification scheme
- data analysis
- data sets
- input vectors
- dimensionality reduction methods
- feature set
- input data
- statistical analysis
- statistical methods
- test data
- accuracy rate
- decision rules
- correlation analysis
- classification rate
- classification trees
- prior knowledge
- preprocessing
- correspondence analysis
- classification rules
- training set
- pattern recognition
- decision trees
- unsupervised learning
- model selection
- supervised learning
- knowledge discovery
- large scale data sets
- label information
- contingency tables
- missing data
- extracted features
- feature vectors
- feature space
- similarity measure
- machine learning
- feature subset
- gene expression data
- cross validation
- clustering method
- nearest neighbor
- support vector
- feature selection