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Interactive Data Cleaning for Process Mining: A Case Study of an Outpatient Clinic’s Appointment System
16 references·10 citing·36 second hop
Interactive Data Cleaning for Process Mining: A Case Study of an Outpatient Clinic’s Appointment System (2019)Interactive Data Cleaning for Process Min…Leveraging Data Quality to Better Prepare for Process Mining: An Approach Illustrated Through Analysing Road Trauma Pre-Hospital Retrieval and Transport Processes in Queensland (2019)Leveraging Data Quality to Be…Autoencoders for improving quality of process event logs (2019)Autoencoders for improving qu…The assessment of data quality issues for process mining in healthcare using Medical Information Mart for Intensive Care III, a freely available e-health record database (2018)The assessment of data qualit…Detection and Interactive Repair of Event Ordering Imperfection in Process Logs (2018)Detection and Interactive Rep…Process Mining (2016)Process MiningEvent log imperfection patterns for process mining: Towards a systematic approach to cleaning event logs (2016)Event log imperfection patter…Process Mining Methodology for Health Process Tracking Using Real-Time Indoor Location Systems (2015)Process Mining Methodology fo…Process Mining in Healthcare: Evaluating and Exploiting Operational Healthcare Processes (2015)Process Mining in Healthcare:…Process Mining in Healthcare (2015)Process Mining in HealthcarePM$$^2$$: A Process Mining Project Methodology (2015)PM$$^2$$: A Process Mining Pr…Using Process Mining for Automatic Support of Clinical Pathways Design (2014)Using Process Mining for Auto…Wanna improve process mining results? (2013)Wanna improve process mining …Repairing Event Logs Using Timed Process Models (2013)Repairing Event Logs Using Ti…Process Mining Manifesto (2012)Process Mining ManifestoProcess Diagnostics: A Method Based on Process Mining (2009)Process Diagnostics: A Method…Data Quality : Concepts, Methodologies and Techniques (2006)Data Quality : Concepts, Meth…Analyzing Healthcare Processes with Incremental Process Discovery: Practical Insights from a Real-World Application (2024)Analyzing Healthcare Processe…Supporting capacity management decisions in healthcare using data-driven process simulation (2022)Supporting capacity managemen…Responsible Process Mining (2022)Responsible Process MiningQuality-Informed Process Mining: A Case for Standardised Data Quality Annotations (2022)Quality-Informed Process Mini…How Can Interactive Process Discovery Address Data Quality Issues in Real Business Settings? Evidence from a Case Study in Healthcare (2022)How Can Interactive Process D…Demystifying Noise and Outliers in Event Logs: Review and Future Directions (2022)Demystifying Noise and Outlie…DaQAPO: Supporting flexible and fine-grained event log quality assessment (2021)DaQAPO: Supporting flexible a…Data Quality in Process Mining (2020)Data Quality in Process MiningAutomatic and Explainable Labeling of Medical Event Logs With Autoencoding (2020)Automatic and Explainable Lab…Business Process Management Workshops (2019)Business Process Management W…Big data: The next frontier for innovation, competition, and productivity (2011)Process Mining (2011)Process Mining: Discovery, Conformance and Enhancement of Business Processes (2011)Discovering role interaction models in the Emergency Room using Process Mining (2017)Event Log Preprocessing for Process Mining: A Review (2021)Workflow mining: discovering process models from event logs (2004)Business process mining: An industrial application (2006)Fuzzy Mining – Adaptive Process Simplification Based on Multi-perspective Metrics (2007)Process Mining for the multi-faceted analysis of business processes—A case study in a financial services organization (2012)Automatic Discovery of Data-Centric and Artifact-Centric Processes (2013)Process Science in Action: A Literature Review on Process Mining in Business Management (2021)On mining clinical pathway patterns from medical behaviors (2012)Aligning Real Process Executions and Prescriptive Process Models through Automated Planning (2017)Employability skills: Profiling data scientists in the digital labour market (2022)A Theory for Record Linkage (1969)Beyond Accuracy: What Data Quality Means to Data Consumers (1996)Workflow Patterns (2003)Filtering Out Infrequent Behavior from Business Process Event Logs (2016)Process Mining: A 360 Degree Overview (2022)Conformance checking of processes based on monitoring real behavior (2007)Enabling value stream mapping for internal logistics using multidimensional process mining (2019)A Survey on Concept Drift in Process Mining (2021)Process mining for healthcare: Characteristics and challenges (2022)Overview and Framework for Data and Information Quality Research (2009)Evaluation of entity resolution approaches on real-world match problems (2010)Big Data Integration (2013)Process Mining (2012)Business Process Management: A Comprehensive Survey (2013)Discovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour (2014)Systematic Mapping of Process Mining Studies in Healthcare (2018)Adoption, use and management of process mining in practice (2020)Process mining in healthcare – An updated perspective on the state of the art (2022)Automated Discovery of Process Models from Event Logs: Review and Benchmark (2018)Outcome-Oriented Predictive Process Monitoring (2019)Examining the interplay between big data analytics and contextual factors in driving process innovation capabilities (2020)Process mining in oncology: A literature review (2016)
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References

  • 2016Process Mining2,166 cited
  • 2012Process Mining Manifesto1,209 cited
  • 2006Data Quality : Concepts, Methodologies and Techniques662 cited
  • 2015PM$$^2$$: A Process Mining Project Methodology330 cited
  • 2016Event log imperfection patterns for process mining: Towards a systematic approach to cleaning event logs261 cited
  • 2015Process Mining in Healthcare202 cited
  • 2013Wanna improve process mining results?192 cited
  • 2009Process Diagnostics: A Method Based on Process Mining145 cited
  • 2015Process Mining Methodology for Health Process Tracking Using Real-Time Indoor Location Systems116 cited
  • 2015Process Mining in Healthcare: Evaluating and Exploiting Operational Healthcare Processes100 cited
  • 2019Autoencoders for improving quality of process event logs77 cited
  • 2018The assessment of data quality issues for process mining in healthcare using Medical Information Mart for Intensive Care III, a freely available e-health record database65 cited
  • 2019Leveraging Data Quality to Better Prepare for Process Mining: An Approach Illustrated Through Analysing Road Trauma Pre-Hospital Retrieval and Transport Processes in Queensland52 cited
  • 2018Detection and Interactive Repair of Event Ordering Imperfection in Process Logs51 cited

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2013
Repairing Event Logs Using Timed Process Models
48 cited
  • 2014Using Process Mining for Automatic Support of Clinical Pathways Design47 cited
  • Cited by

    • 2022Supporting capacity management decisions in healthcare using data-driven process simulation30 cited
    • 2020Data Quality in Process Mining24 cited
    • 2022How Can Interactive Process Discovery Address Data Quality Issues in Real Business Settings? Evidence from a Case Study in Healthcare23 cited
    • 2019Business Process Management Workshops22 cited
    • 2022Quality-Informed Process Mining: A Case for Standardised Data Quality Annotations20 cited
    • 2021DaQAPO: Supporting flexible and fine-grained event log quality assessment19 cited
    • 2022Demystifying Noise and Outliers in Event Logs: Review and Future Directions19 cited
    • 2022Responsible Process Mining17 cited
    • 2020Automatic and Explainable Labeling of Medical Event Logs With Autoencoding16 cited
    • 2024Analyzing Healthcare Processes with Incremental Process Discovery: Practical Insights from a Real-World Application14 cited