Distance Functions and Normalization Under Stream Scenarios.
Eduardo V. L. BarbozaPaulo R. Lisboa de AlmeidaAlceu de Souza Britto Jr.Rafael M. O. CruzPublished in: IJCNN (2023)
Keyphrases
- distance function
- similarity search
- nearest neighbor
- knn
- metric space
- data streams
- distance metric
- euclidean distance
- distance measure
- complex objects
- similarity function
- real time
- normalization method
- k nearest neighbor
- distance computation
- data points
- triangle inequality
- sliding window
- real world
- databases
- edit distance
- machine learning
- neural network
- data sets
- database
- quadratic form
- stream processing
- image processing
- similarity measure
- multi dimensional
- data analysis