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Spaghetti-like process models are part of the lowest level of process models [5]. These are process models difficult to interpret, to understand by the human beings. There has been no effort so far for optimizing these process models. The processes need to be understood by somebody, simplified and only after that apply some optimization algorithms. This paper proposes a novel method to enable the...
This paper introduces GLS Miner, a novel method for discovering process models from event logs using guided local search. It is shown that GLS Miner can discover process models that correctly map to the event log. GLS Miner works with business processes represented as graphs, and the final discovered process is represented as a BPMN diagram.
This paper proposes ACO BP Miner, a novel method used to discover business process models from event logs using an Ant Colony Optimization (ACO) algorithm. ACO concepts are mapped to process model elements for enabling artificial ants to discover business process models that correctly correspond to the event logs. The process model discovered by ACO BP Miner is represented as a BPMN diagram [12]....
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