An accelerator for online SVM based on the fixed-size KKT window.

Husheng Guo Aijuan Zhang Wenjian Wang

Published in: Eng. Appl. Artif. Intell. (2020)

Keyphrases

fixed size
sliding window
variable size
window size
subsequence matching
online learning
data streams
support vector machine svm
small image patches
parallel implementation
random sampling
active learning
feature vectors
dimensionality reduction
ground truth
feature space
support vector
face recognition