Process mining techniques and applications–A systematic map** study
C dos Santos Garcia, A Meincheim, ERF Junior… - Expert Systems with …, 2019 - Elsevier
Process mining is a growing and promising study area focused on understanding processes
and to help capture the more significant findings during real execution rather than, those …
and to help capture the more significant findings during real execution rather than, those …
[HTML][HTML] Process mining in healthcare: A literature review
Process Mining focuses on extracting knowledge from data generated and stored in
corporate information systems in order to analyze executed processes. In the healthcare …
corporate information systems in order to analyze executed processes. In the healthcare …
Predictive business process monitoring with LSTM neural networks
Predictive business process monitoring methods exploit logs of completed cases of a
process in order to make predictions about running cases thereof. Existing methods in this …
process in order to make predictions about running cases thereof. Existing methods in this …
Outcome-oriented predictive process monitoring: Review and benchmark
Predictive business process monitoring refers to the act of making predictions about the
future state of ongoing cases of a business process, based on their incomplete execution …
future state of ongoing cases of a business process, based on their incomplete execution …
Survey and cross-benchmark comparison of remaining time prediction methods in business process monitoring
Predictive business process monitoring methods exploit historical process execution logs to
generate predictions about running instances (called cases) of a business process, such as …
generate predictions about running instances (called cases) of a business process, such as …
Time and activity sequence prediction of business process instances
The ability to know in advance the trend of running process instances, with respect to
different features, such as the expected completion time, would allow business managers to …
different features, such as the expected completion time, would allow business managers to …
[HTML][HTML] Process mining in healthcare–An updated perspective on the state of the art
E De Roock, N Martin - Journal of biomedical informatics, 2022 - Elsevier
Process mining is the research domain focusing on the development of innovative methods
to gather insights from event logs. It has been used for various use cases within the …
to gather insights from event logs. It has been used for various use cases within the …
Process mining applications in the healthcare domain: A comprehensive review
Process mining (PM) is a well‐known research area that includes techniques,
methodologies, and tools for analyzing processes in a variety of application domains. In the …
methodologies, and tools for analyzing processes in a variety of application domains. In the …
Systematic map** of process mining studies in healthcare
In the last decade, as an emerging technique for business processes management, process
mining (PM) has been applied in many domains, including manufacturing, supply-chain …
mining (PM) has been applied in many domains, including manufacturing, supply-chain …
Identifying child abuse through text mining and machine learning
C Amrit, T Paauw, R Aly, M Lavric - Expert systems with applications, 2017 - Elsevier
In this paper, we describe how we used text mining and analysis to identify and predict
cases of child abuse in a public health institution. Such institutions in the Netherlands try to …
cases of child abuse in a public health institution. Such institutions in the Netherlands try to …