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GIMO : A multi-objective anytime rule mining system to ease iterative feedback from domain experts [article]

Tobias Baum, Steffen Herbold, Kurt Schneider, University, My
To overcome these problems, we take a holistic approach and develop a rule mining system that simplifies iterative feedback from domain experts and can incorporate the domain-specific evaluation needs.  ...  A central part of the system is a novel multi-objective anytime rule mining algorithm. The algorithm is based on the GRASP-PR meta-heuristic but extends it with ideas from several other approaches.  ...  To address all requirements we have on the algorithm, we combined ideas from different approaches to design a "GRASP-based Interactive Multi-Objective" (GIMO) rule mining algorithm. • We use the metaheuristic  ... 
doi:10.15488/10684 fatcat:2vbvtts46rffzb7jdthyjdh4eu