In this paper, we develop a novel methodology to directly generate high utility episode rules during the mining process.

Our goal is to simultaneously resolve the difficulty of the previous reported methods for frequent episode mining and utility-based episode mining. An algorithm ...

Dec 25, 2019 · ... Discovering utility- based episode rules in complex event sequences,” Expert Systems with. Applications, vol. 42, no. 12, pp. 5303–5314, 2015 ...

This paper proposes the concept of remaining utility of episode, and achieves a tighter upper bound, namely episode-weighted utilization (EWU), ...

In this paper, we develop a novel methodology to directly generate high utility episode rules during the mining process, which is the first work addressing the ...

Nov 23, 2022 · In summary, this correct and efficient utility episode mining algorithm contributes to the artificial intelligence systems in many applications, ...

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(Utility ePisodes mining by Spanning prefixes) for efficiently discover high utility episodes in a complex event sequence. The proposed algorithm adopts the ...

To address these issues, in this paper, we incorporate the concept of utility into episode mining and address a new problem of mining high utility episodes from ...

Dec 25, 2019 · In this paper, we propose an efficient utility mining approach namely UMEpi: Utility Mining of high-utility Episodes from complex event sequence.