Request for related works and papers about process discovery algorithms

I am currently trying to do my master thesis which is about creating new algorithm for process discovery.
I want to create a new algorithm and comparing with current process mining algorithms, alpha algorithm, heuristic algorithm, genetic algorithm. (are these relevant?)
I have been studying many process mining papers and found the papers that compare existing algorithms.
But, I have difficulties in finding related papers about developing new algorithm and comparing with existing ones.
Please, help me.


  • hverbeekhverbeek Posts: 910

    You should ask yourself why you need a new discovery algorithm. You only need this, if the existing algorithms fall short for some reason. Which problem are you trying to solve with another process discovery algorithm?

    Kind regards,

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