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The apriori algorithm is the prominent algorithm in association rules mining. It finds common patterns in the transaction database and performs rule generation [33]. With the help of the obtained rules, the occurrence of another event can be predicted after an event occurs. It is a frequently preferred algorithm especially because it helps to establish relationships between events.