Declarative process mining in healthcare

M Rovani, FM Maggi, M De Leoni… - Expert Systems with …, 2015 - Elsevier
Clinical guidelines aim at improving the quality of care processes through evidence-based
insights. However, there may be good reasons to deviate from such guidelines or the …

Applications and challenges of task mining: a literature review

A Mayr, LV Herm, J Wanner, C Janiesch - 2022 - aisel.aisnet.org
Task mining is a technological innovation that combines current developments in process
mining and data mining. Using task mining, the interactions of workers with their …

Merging event logs for process mining: A rule based merging method and rule suggestion algorithm

J Claes, G Poels - Expert Systems with Applications, 2014 - Elsevier
In an inter-organizational setting the manual construction of process models is challenging
because the different people involved have to put together their partial knowledge about the …

Step-by-step case ID identification based on activity connection for cross-organizational process mining

K Tajima, B Du, Y Narusue, S Saito, Y Iimura… - IEEE …, 2023 - ieeexplore.ieee.org
Cross-organizational process mining aims to discover an entire process model across
multiple organizations where their identifier (ID) systems are not managed uniformly, and …

Merging event logs: Combining granularity levels for process flow analysis

L Raichelson, P Soffer, E Verbeek - Information Systems, 2017 - Elsevier
Process mining techniques enable the discovery and analysis of business processes and
the identification of opportunities for improvement. Processes often comprise separately …

基于混合人工免疫算法的流程挖掘事件日志融合方法

徐杨, 袁峰, 林琪, 汤德佑, 李东 - 软件学报, 2017 - jos.org.cn
流程挖掘是流程管理和数据挖掘交叉领域中的一个研究热点. 在实际业务环境中,
流程执行的数据往往分散记录到不同的事件日志中, 需要将这些事件日志融合成单一事件日志 …

Extending process logs with events from supplementary sources

F Mannhardt, M de Leoni, HA Reijers - … 7-8, 2014, Revised Papers 12, 2015 - Springer
Since organizations typically use more than a single IT system, information about the
execution of a process is rarely available in a single event log. More commonly, data is …

Merging event logs for process mining with a hybrid artificial immune algorithm

徐杨, 袁峰, 林琪, 汤德佑, 李东 - Journal of Software, 2017 - jos.org.cn
流程挖掘是流程管理和数据挖掘交叉领域中的一个研究热点. 在实际业务环境中,
流程执行的数据往往分散记录到不同的事件日志中, 需要将这些事件日志融合成单一事件日志 …

Detection of sequences with anomalous behavior in a workflow process

MG Armentano, AA Amandi - … , DEXA 2015, Valencia, Spain, September 1 …, 2015 - Springer
A workflow process consists of an organized and repeatable pattern of activities that are
necessary to complete a task, within the dynamics of an organization. The automatic …

基于时间差约束的事件日志合并.

李欣歌, 赵海燕, 陈庆奎, 曹健 - Application Research of …, 2022 - search.ebscohost.com
在跨企业, 跨系统的环境中, 流程数据通常记录在单独的事件日志中, 这使得无法挖掘完整的端到
端的执行流程, 因此提出的算法仅使用事件名称以及时间戳属性对日志进行合并 …