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Process Mining and Conformance Checking of Long Running Processes in the Context of Melanoma Surveillance
14 references·4 citing·33 second hop
Process Mining and Conformance Checking of Long Running Processes in the Context of Melanoma Surveillance (2018)Process Mining and Conformance Checking o…The imprecisions of precision measures in process mining (2018)The imprecisions of precision…Process mining in healthcare: A literature review (2016)Process mining in healthcare:…The multi-perspective process explorer (2015)The multi-perspective process…Process Mining in Healthcare (2015)Process Mining in HealthcareDeclarative process mining in healthcare (2015)Declarative process mining in…Balanced multi-perspective checking of process conformance (2015)Balanced multi-perspective ch…Declarative Process Mining with the Declare Component of ProM. (2013)Declarative Process Mining wi…On Analyzing Process Compliance in Skin Cancer Treatment: An Experience Report from the Evidence-Based Medical Compliance Cluster (EBMC2) (2012)On Analyzing Process Complian…XES, XESame, and ProM 6 (2011)XES, XESame, and ProM 6Towards Robust Conformance Checking (2011)Towards Robust Conformance Ch…Process Mining (2011)Process MiningAssessing Medical Treatment Compliance Based on Formal Process Modeling (2011)Assessing Medical Treatment C…A Critical Evaluation Study of Model-Log Metrics in Process Discovery (2011)A Critical Evaluation Study o…Conformance checking of processes based on monitoring real behavior (2007)Conformance checking of proce…A process mining approach for clinical guidelines compliance: real-world application in rectal cancer (2023)A process mining approach for…Multi-level process mining methodology for exploring disease-specific care processes (2021)Multi-level process mining me…Towards the Use of Standardized Terms in Clinical Case Studies for Process Mining in Healthcare (2020)Towards the Use of Standardiz…The Business Process Model and Notation Used for the Representation of Alzheimer’s Disease Patients Care Process (2020)The Business Process Model an…Process Mining: Discovery, Conformance and Enhancement of Business Processes (2011)Data-aware process mining (2013)Conformance Checking: Workflow of Hospitals and Workflow of Open-Source EMRs (2020)DeepAlign: Alignment-Based Process Anomaly Correction Using Recurrent Neural Networks (2020)A Multiperspective Fraud Detection Method for Multiparticipant E-Commerce Transactions (2023)Universities and tobacco money (2001)Business Process Management Workshops (2008)Systematic Mapping of Process Mining Studies in Healthcare (2018)Process Science in Action: A Literature Review on Process Mining in Business Management (2021)Process mining in healthcare – An updated perspective on the state of the art (2022)Workflow mining: A survey of issues and approaches (2003)Workflow mining: discovering process models from event logs (2004)Compliance monitoring in business processes: Functionalities, application, and tool-support (2015)Conformance checking based on multi-perspective declarative process models (2016)Formalization and verification of event-driven process chains (1999)Modern Business Process Automation (2009)Process compliance analysis based on behavioural profiles (2011)Where Did I Misbehave? Diagnostic Information in Compliance Checking (2012)Process Cubes: Slicing, Dicing, Rolling Up and Drilling Down Event Data for Process Mining (2013)YAWL: yet another workflow language (2004)Process Mining Manifesto (2012)Evaluating Conformance Measures in Process Mining Using Conformance Propositions (2019)Monotone Precision and Recall Measures for Comparing Executions and Specifications of Dynamic Systems (2020)Conformance Checking: Foundations, Milestones and Challenges (2022)Replaying history on process models for conformance checking and performance analysis (2012)Business Process Management: A Comprehensive Survey (2013)Extraction, correlation, and abstraction of event data for process mining (2019)Machine Learning in Business Process Monitoring: A Comparison of Deep Learning and Classical Approaches Used for Outcome Prediction (2020)Process mining techniques and applications – A systematic mapping study (2019)Process mining for healthcare: Characteristics and challenges (2022)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)
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References

  • 2011Process Mining1,804 cited
  • 2007Conformance checking of processes based on monitoring real behavior1,119 cited
  • 2016Process mining in healthcare: A literature review614 cited
  • 2011XES, XESame, and ProM 6244 cited
  • 2015Balanced multi-perspective checking of process conformance222 cited
  • 2015Process Mining in Healthcare202 cited
  • 2015Declarative process mining in healthcare136 cited
  • 2011Towards Robust Conformance Checking136 cited
  • 2018The imprecisions of precision measures in process mining67 cited
  • 2015The multi-perspective process explorer45 cited
  • 2013Declarative Process Mining with the Declare Component of ProM.41 cited
  • 2012On Analyzing Process Compliance in Skin Cancer Treatment: An Experience Report from the Evidence-Based Medical Compliance Cluster (EBMC2)27 cited
  • 2011Assessing Medical Treatment Compliance Based on Formal Process Modeling27 cited
  • 2011A Critical Evaluation Study of Model-Log Metrics in Process Discovery25 cited

Cited by

  • 2021Multi-level process mining methodology for exploring disease-specific care processes22 cited

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2020
Towards the Use of Standardized Terms in Clinical Case Studies for Process Mining in Healthcare
16 cited
  • 2023A process mining approach for clinical guidelines compliance: real-world application in rectal cancer15 cited
  • 2020The Business Process Model and Notation Used for the Representation of Alzheimer’s Disease Patients Care Process12 cited