Title :
AMBiDDS: A System for Automatic Mining of Big Discrete Data-Sets
Author_Institution :
Dept. of Appl. Phys. &
Abstract :
This paper introduces an automatic algorithm that can be seen as an extension to the Eclat algorithm, as well as a corresponding proof of concept prototype. It uses inverted indices and statistical pruning of the possible solution space as early as possible.
Keywords :
"Data mining","Prototypes","Itemsets","Data warehouses","Approximation algorithms","Heuristic algorithms"
Conference_Titel :
Computational Science and Computational Intelligence (CSCI), 2015 International Conference on
DOI :
10.1109/CSCI.2015.142
