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Improving Pattern Detection in Healthcare Process Mining Using an Interval-Based Event Selection Method
12 references·4 citing·37 second hop
Improving Pattern Detection in Healthcare Process Mining Using an Interval-Based Event Selection Method (2017)Improving Pattern Detection in Healthcare…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…Handling Duplicated Tasks in Process Discovery by Refining Event Labels (2016)Handling Duplicated Tasks in …Event log imperfection patterns for process mining: Towards a systematic approach to cleaning event logs (2016)Event log imperfection patter…Process Mining in Healthcare: Evaluating and Exploiting Operational Healthcare Processes (2015)Process Mining in Healthcare:…Process Mining in Healthcare (2015)Process Mining in HealthcareMeasuring precision of modeled behavior (2014)Measuring precision of modele…Wanna improve process mining results? (2013)Wanna improve process mining …Process Mining Manifesto (2012)Process Mining ManifestoProcess Mining: Discovery, Conformance and Enhancement of Business Processes (2011)Process Mining: Discovery, Co…Process Mining (2011)Process MiningProcess mining: a two-step approach to balance between underfitting and overfitting (2008)Process mining: a two-step ap…The ProM Framework: A New Era in Process Mining Tool Support (2005)The ProM Framework: A New Era…Using process mining algorithms for process improvement in healthcare (2024)Using process mining algorith…Towards the Use of Standardized Terms in Clinical Case Studies for Process Mining in Healthcare (2020)Towards the Use of Standardiz…Towards Unsupervised Detection of Process Models in Healthcare (2018)Towards Unsupervised Detectio…Can process mining automatically describe care pathways of patients with long-term conditions in UK primary care? A study protocol (2018)Can process mining automatica…Big data: The next frontier for innovation, competition, and productivity (2011)Discovering role interaction models in the Emergency Room using Process Mining (2017)Autoencoders for improving quality of process event logs (2019)Event Log Preprocessing for Process Mining: A Review (2021)Discovering models of software processes from event-based data (1998)Workflow mining: A survey of issues and approaches (2003)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)Semantics and analysis of business process models in BPMN (2008)THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT (1998)Conformance checking of processes based on monitoring real behavior (2007)Process Discovery Using Integer Linear Programming (2008)Outcome-Oriented Predictive Process Monitoring (2019)An Overview of Artificial Intelligence Ethics (2022)Single-Entry Single-Exit decomposed conformance checking (2014)Complete and Interpretable Conformance Checking of Business Processes (2017)Fundamentals of Business Process Management (2018)Directly Follows-Based Process Mining: Exploration & a Case Study (2019)On mining clinical pathway patterns from medical behaviors (2012)Aligning Real Process Executions and Prescriptive Process Models through Automated Planning (2017)Process Science in Action: A Literature Review on Process Mining in Business Management (2021)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)Business Process Management: A Comprehensive Survey (2013)Digital Innovation Management: Reinventing Innovation Management Research in a Digital World (2017)Process Mining (2012)Discovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour (2014)Replaying history on process models for conformance checking and performance analysis (2012)Discovering Block-Structured Process Models from Event Logs - A Constructive Approach (2013)Process Mining Methodology for Health Process Tracking Using Real-Time Indoor Location Systems (2015)Process mining in oncology: A literature review (2016)Systematic Mapping of Process Mining Studies in Healthcare (2018)
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References

  • 2011Process Mining1,804 cited
  • 2011Process Mining: Discovery, Conformance and Enhancement of Business Processes1,725 cited
  • 2012Process Mining Manifesto1,209 cited
  • 2005The ProM Framework: A New Era in Process Mining Tool Support929 cited
  • 2008Process mining: a two-step approach to balance between underfitting and overfitting440 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
  • 2014Measuring precision of modeled behavior145 cited
  • 2015Process Mining in Healthcare: Evaluating and Exploiting Operational Healthcare Processes100 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
  • 2016Handling Duplicated Tasks in Process Discovery by Refining Event Labels44 cited

Cited by

  • 2018Towards Unsupervised Detection of Process Models in Healthcare17 cited
  • 2018Can process mining automatically describe care pathways of patients with long-term conditions in UK primary care? A study protocol17 cited

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  • 2020Towards the Use of Standardized Terms in Clinical Case Studies for Process Mining in Healthcare16 cited
  • 2024Using process mining algorithms for process improvement in healthcare15 cited