Fuzzy k-NN Based Classifiers for Time Series with Soft Labels.
Nicolas WagnerViolaine AntoineJonas KokoRomain LardyPublished in: IPMU (3) (2020)
Keyphrases
- knn
- k nearest neighbour
- k nearest neighbor
- voting methods
- classification algorithm
- nearest neighbor
- training data
- feature selection
- text categorization
- nearest neighbor algorithm
- multi label classification
- training set
- class labels
- nearest neighbour
- multi label
- distance function
- training examples
- similarity search
- text classification
- dynamic time warping
- support vector machine svm
- graph construction
- fuzzy numbers
- support vector machine
- naive bayes
- training samples
- feature set
- decision trees
- machine learning
- support vector
- fuzzy rules
- neural network
- classification error
- information gain
- feature subset
- extracted features
- pairwise
- bayesian networks
- active learning
- individual classifiers
- multi class
- k nearest