BP $k$ NN: $k$ -Nearest Neighbor Classifier With Pairwise Distance Metrics and Belief Function Theory.
Lianmeng JiaoXiaojiao GengQuan PanPublished in: IEEE Access (2019)
Keyphrases
- knn
- belief functions
- distance metric
- distance function
- k nearest neighbor
- pairwise
- dempster shafer
- metric learning
- nearest neighbor
- similarity function
- pairwise constraints
- belief propagation
- euclidean distance
- distance metric learning
- probability theory
- k nearest neighbour
- imprecise probabilities
- text categorization
- similarity search
- multicriteria decision making
- handling uncertainty
- distance measure
- text classification
- semi supervised
- graphical models
- nearest neighbour
- similarity measure
- data points
- metric space
- markov random field
- support vector machine
- pattern recognition
- database systems
- nearest neighbor algorithm
- feature selection
- spectral clustering
- neural network
- k nearest
- semi supervised learning