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NiaAutoARM: Metaheuristic AutoML for Numerical Association Rule Mining Pipelines

An AutoML method that automatically constructs full numerical association rule mining pipelines - preprocessing, algorithm selection, hyper-parameter optimization, and rule-quality metrics - by framing the whole pipeline as a search solved with stochastic population-based metaheuristics.

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NiaAutoARM: Automated generation and evaluation of Association Rule Mining pipelines

NiaAutoARM is an automated machine-learning (AutoML) method that builds complete numerical association rule mining pipelines without manual tuning. Numerical Association Rule Mining discovers relatio…