Search Results - Process mining algorithm

Using process mining algorithms for process improvement in healthcare by Rabbi, Fazla, Banik, Debapriya, Hossain, Niamat Ullah Ibne, Sokolov, Alexandr

“… This event log data allows implementing process mining methods to deliver medical professionals with simple and understandable findings using Petri nets for process analysis…”
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A process mining algorithm to mixed multiple-concurrency short-loop structures by Sun, HongWei, Liu, Wei, Qi, Liang, Du, YuYue, Ren, Xiaojun, Liu, XinYing

“…Process mining is a technique that can discover and enhance business processes by extracting knowledge from the event logs generated in information systems…”
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Overview of Process Mining: Alpha Algorithm for Process Flow Discovery by Doğan, Onur

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Experimental verification and validation of the SICN-oriented process mining algorithm and system by Kyoung-Sook Kim, Dinh-Lam Pham, Young-In Park, Kwanghoon Pio Kim

“…The purpose of this paper is to verify the functional correctness of a specific process mining algorithm and to validate the requirement satisfaction of the targeted algorithm, as well…”
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Collaborative Gold Mining Algorithm: An Optimization Algorithm Based on the Natural Gold Mining Process by Salehan, Alireza, Javadi, Bahman

“… Inspired by the process of gold exploration and exploitation, we propose a new meta-heuristic and stochastic optimization algorithm called collaborative gold mining (CGM…”
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An Anti-Noise Process Mining Algorithm Based on Minimum Spanning Tree Clustering by Li, Weimin, Zhu, Heng, Liu, Wei, Chen, Dehua, Jiang, Jiulei, Jin, Qun

“… The current process mining algorithms are inadequate in dealing with log noise. The family of alpha-algorithms ignores the impact of noise, which is unrealistic in real-life logs…”
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A Framework for the Analysis of Process Mining Algorithms by Weber, P., Bordbar, B., Tino, P.

“…There are many process mining algorithms and representations, making it difficult to choose which algorithm to use or compare results…”
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Efficient Selection of Process Mining Algorithms by Jianmin Wang, Wong, Raymond K., Jianwei Ding, Qinlong Guo, Lijie Wen

“…While many process mining algorithms have been proposed recently, there does not exist a widely accepted benchmark to evaluate and compare these process mining algorithms…”
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A Self-Adaptive Process Mining Algorithm Based on Information Entropy to Deal With Uncertain Data by Li, Weimin, Fan, Yuting, Liu, Wei, Xin, Minjun, Wang, Hao, Jin, Qun

“… However, most existing process mining algorithms have drawbacks associated with managing uncertain data, and the method of using the frequency threshold alone needs to be enhanced…”
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A slippery genetic algorithm-based process mining system for achieving better quality assurance in the garment industry by Lee, C.K.H., Choy, K.L., Ho, G.T.S., Lam, C.H.Y.

“… Previous research has been done to apply fuzzy association rule mining to determine process settings for improving the garment quality…”
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Analysis and Comparison of Process Mining Algorithms with Application of Process Mining in Intrusion Detection System by Mishra, Ved Prakash, Dsouza, Joanita, Elizabeth, Laura

“… In this manuscript, we have discussed the process mining and intrusion detection concepts and compared the various algorithms which have been used in process mining…”
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Empirical Studies of Three Commonly Used Process Mining Algorithms by Peng, Wenyu, Zhang, Zhenyu, Hildebrant, Ryan, Ren, Shangping

“… In the last two decades, processing mining communities have proposed several process discovery algorithms…”
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Process Mining Algorithms for Clinical Workflow Analysis by Tibeme, Bernis, Shahriar, Hossain, Zhang, Chi

“…Process Mining focuses on the extraction of knowledge from data generated and stored by information systems…”
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A Review on Conformance Checking Technique for the Evaluation of Process Mining Algorithms by Vahideh, Naderifar, Sahran, Shahnorbanun, Shukur, Zarina

“… There is insufficient research on process mining, and the connection between data mining and model-driven process management…”
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Efficient Discrete Particle Swarm Optimization Algorithm for Process Mining from Event Logs by Li, Gong-Liang, Jing, Si-Yuan, Shen, Yan, Guo, Bing

“… In this paper, a novel algorithm (called PSOMiner) for process mining is proposed, which consists of a discrete particle swarm optimization algorithm and guided local mutation…”
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Business Process Analysis and Academic Information System Audit of Helpdesk Application using Genetic Algorithms a Process Mining Approach by Dzihni, Astrid Shofi, Andreswari, Rachmadita, Hasibuan, Muhammad Azani

“…The purpose of making an Academic Information System is to support the process of academic activities effectively and efficiently…”
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Process Mining: Realization and Optimization of Process Discovery Algorithm by Savin, G. I., Chopornyak, A. D., Rybakov, A. A., Shumilin, S. S.

“…The article discusses the approach to the analysis of business processes, called process mining, and the directions of its application…”
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Optimizing Process Mining Algorithms: A Hyperparameter Tuning Approach by Cardoso, Simão Pedro Costa

“…This thesis presents an in-depth exploration of hyperparameter tuning techniques applied to process mining algorithms, focusing on their application within the domain of document process management…”
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ρ-Algorithm: A SICN-Oriented Process Mining Framework by Kim, Kyoung-Sook, Pham, Dinh-Lam, Kim, Kwanghoon Pio

“… In order to prove the functional correctness of the proposed algorithmic framework, this paper also implements all the related algorithms as a process mining system and carries out an operational…”
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Survey on Data Mining Techniques, Process and Algorithms by Nivethithaa, K.K., Vijayalakshmi, S.

“…The term “Data Mining” is refers to the extraction of patterns and knowledge from large amounts of raw data and often defined as finding hidden information in a database…”
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