An efficient and straightforward online quantization method for a data stream through remove-birth updating.
Kazuhisa FujitaPublished in: CoRR (2023)
Keyphrases
- preprocessing
- computational complexity
- experimental evaluation
- computational cost
- significant improvement
- cost function
- similarity measure
- data streams
- pairwise
- clustering method
- computationally efficient
- detection method
- neural network
- detection algorithm
- online learning
- high accuracy
- probabilistic model
- multiresolution
- high dimensional
- decision trees