A systematic approach for performance assessment using process mining
Sign Up to like & getrecommendations! Published in 2018 at "Empirical Software Engineering"
DOI: 10.1007/s10664-018-9606-9
Abstract: Software performance engineering is a mature field that offers methods to assess system performance. Process mining is a promising research field applied to gain insight on system processes. The interplay of these two fields opens… read more here.
Keywords: methodology; system; performance assessment; process mining ... See more keywords
Enterprise Level Integration of Ontology Engineering and Process Mining for Management of Complex Data and Processes to improve Decision System
Sign Up to like & getrecommendations! Published in 2018 at "IFAC-PapersOnLine"
DOI: 10.1016/j.ifacol.2018.11.200
Abstract: Abstract Software development may involve international-scale, dynamic business processes that consume and generate data in complex ways which may not be obvious to management. This loads risks for global data management projects. This paper investigates… read more here.
Keywords: ontology; management; complex data; process ... See more keywords
Mapping the Flow of Pediatric Trauma Patients Using Process Mining
Sign Up to like & getrecommendations! Published in 2018 at "Applied clinical informatics"
DOI: 10.1055/s-0038-1668089
Abstract: BACKGROUND Inhospital pediatric trauma care typically spans multiple locations, which influences the use of resources, that could be improved by gaining a better understanding of the inhospital flow of patients and identifying opportunities for improvement.… read more here.
Keywords: process; pediatric trauma; process mining; care transitions ... See more keywords
Evaluating process-mining interoperability: stroke case analysis on Italian health real-world data
Sign Up to like & getrecommendations! Published in 2020 at "European Journal of Public Health"
DOI: 10.1093/eurpub/ckaa165.333
Abstract: The Institute for Health Sciences in Aragon developed a process-mining based algorithm deployed using a container solution to describe the Stroke Care Pathway reproducible in different Health Systems. Our aim is to apply the proposed… read more here.
Keywords: health; care; process mining; interoperability ... See more keywords
A Graph-Based Approach to Interpreting Recurrent Neural Networks in Process Mining
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.3025999
Abstract: Process mining is often used by organisations to audit their business processes and improve their services and customer relations. Indeed, process execution (or event) logs constantly generated through various information systems can be employed to… read more here.
Keywords: process; approach; process mining; graph ... See more keywords
Screening Process Mining and Value Stream Techniques on Industrial Manufacturing Processes: Process Modelling and Bottleneck Analysis
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DOI: 10.1109/access.2022.3152211
Abstract: One major result of the Industrial Digitalization is the access to a large set of digitalized data and information, i.e. Big Data. The market of analytic tools offers a huge variety of algorithms and software… read more here.
Keywords: analysis; manufacturing; value; process mining ... See more keywords
Enabling the Gab Between RPA and Process Mining: User Interface Interactions Recorder
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3165797
Abstract: Robotic process automation (RPA) is a rapid-emerging technology for process automation that is using software robots to replicate high-volume, manual, repeatable, routine, rule-based, and unmotivating human tasks. The goal is not to replace human workers… read more here.
Keywords: rpa; enabling gab; process mining; process ... See more keywords
Discovering System Dynamics Simulation Models Using Process Mining
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3193507
Abstract: Process mining techniques are able to describe and model real processes using historic event data extracted from the information systems of organizations. Later, these insights are used for process improvement. For instance, Discrete Event Simulation… read more here.
Keywords: event; process; process mining; system dynamics ... See more keywords
Detection of Bottlenecks in Hospital Processes from the XAVIA HIS System using Process Mining
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Latin America Transactions"
DOI: 10.1109/tla.2019.8826690
Abstract: Sanitary services present various challenges, one of them are bottlenecks. bottlenecks cause anomalies and eventualities in the processes flow, directly affecting the patient’s attention quality. The health organizations procure to apply a process management focusing… read more here.
Keywords: xavia system; system; process; detection bottlenecks ... See more keywords
Multi-perspective process mining for emergency process.
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DOI: 10.1177/14604582221077195
Abstract: BACKGROUND Multi-perspective process mining is an analytical approach that uses data to gain objective insights and uncover hidden problems in business processes from multiple perspectives. OBJECTIVE In this paper, we apply multi-perspective process mining techniques… read more here.
Keywords: emergency; perspective process; process mining; process ... See more keywords
Dental Extractions under General Anesthesia: New Insights from Process Mining.
Sign Up to like & getrecommendations! Published in 2022 at "JDR clinical and translational research"
DOI: 10.1177/23800844221088833
Abstract: INTRODUCTION Tooth extraction under general anesthetic (GA) is a global health problem. It is expensive, high risk, and resource intensive, and its prevalence and burden should be reduced where possible. Recent innovation in data analysis… read more here.
Keywords: extraction; general anesthetic; extractions general; process mining ... See more keywords