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Evolutionary Multi-Objective Optimization Framework for Mining Association Rules

Published in arXiv (Cornell University) • Mar 20, 2020
NobleIDNI7P45W49R31S26
Authors:
Shaik Tanveer Ul Huq
,
Vadlamani Ravi

Abstract

In this paper, two multi-objective optimization frameworks in two variants (i.e., NSGA-III-ARM-V1, NSGA-III-ARM-V2; and MOEAD-ARM-V1, MOEAD-ARM-V2) are proposed to find association rules from transactional datasets. The first framework uses Non-dominated sorting genetic algorithm III (NSGA-III) and ...

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