splitSVM: Fast, Space-Efficient, non-Heuristic, Polynomial Kernel Computation for NLP Applications.

Yoav Goldberg Michael Elhadad

Published in: ACL (2) (2008)

Keyphrases

space efficient
polynomial kernels
data structure
data streams
sliding window
kernel function
b tree
range sum queries
gaussian kernels
bloom filter
support vector machine
data sets
similarity search
finite sets
support vector
optimal solution
feature extraction
database systems