Ahmed Elgohary, Matthias Boehm, et al.
VLDB Journal
A sampling-based algorithm for discovering association rules is presented. The finding associations from sampled transactions (FAST) algorithm is a refined sampling-based mining algorithm that is distinguished from other algorithms by its novel two-phase approach to sample collection. Results showed that the FAST is a promising algorithms in situations where good approximate answers suffice and the interactive, real time response is essential.
Ahmed Elgohary, Matthias Boehm, et al.
VLDB Journal
Johanna Sommer, Matthias Boehm, et al.
SIGMOD 2019
Ravi Jampani, Luis Leopoldo Perez, et al.
SIGMOD 2008
Bin Chen, Peter Haas, et al.
KDD 2002