Analysis of the Iterated Probabilistic Weighted K Nearest Neighbor Method, a new Distance-Based Algorithm.
José María Martínez-OtzetaBasilio SierraPublished in: ICEIS (2) (2004)
Keyphrases
- k nearest neighbor
- classification method
- support vector machine svm
- knn
- classification algorithm
- nearest neighbour
- knn algorithm
- clustering method
- nearest neighbor algorithm
- knn classifier
- probabilistic model
- multi step
- k means
- nearest neighbor
- input data
- learning algorithm
- graph construction
- support vector machine
- distance function
- pattern classification
- k nearest
- k nearest neighbour
- distance metric
- text categorization
- nearest neighbor rule
- pairwise
- feature extraction
- shows significant improvements
- data mining
- weighted graph
- similarity measure
- image processing
- machine learning