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AI-Empowered Process Mining for Complex Application Scenarios: Survey and Discussion
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AI-Empowered Process Mining for Complex Application Scenarios: Survey and Discussion (2021)AI-Empowered Process Mining for Complex A…Google Scholar, Web of Science, and Scopus: A systematic comparison of citations in 252 subject categories (2018)Google Scholar, Web of Scienc…Automated Discovery of Process Models from Event Logs: Review and Benchmark (2018)Automated Discovery of Proces…Predictive Business Process Monitoring with LSTM Neural Networks (2017)Predictive Business Process M…Predicting process behaviour using deep learning (2017)Predicting process behaviour …Discovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour (2014)Discovering Block-Structured …Process Mining Manifesto (2012)Process Mining ManifestoProcess Mining: Discovery, Conformance and Enhancement of Business Processes (2011)Process Mining: Discovery, Co…Process Mining (2011)Process MiningFlexible Heuristics Miner (FHM) (2011)Flexible Heuristics Miner (FH…Declarative workflows: Balancing between flexibility and support (2009)Declarative workflows: Balanc…The Current State of Business Intelligence (2007)The Current State of Business…Fuzzy Mining – Adaptive Process Simplification Based on Multi-perspective Metrics (2007)Fuzzy Mining – Adaptive Proce…The ProM Framework: A New Era in Process Mining Tool Support (2005)The ProM Framework: A New Era…Procedures for Performing Systematic Reviews (2004)Procedures for Performing Sys…Rediscovering workflow models from event-based data using little thumb (2003)Rediscovering workflow models…Beyond Accuracy: What Data Quality Means to Data Consumers (1996)Beyond Accuracy: What Data Qu…Out of the Crisis (1982)Development of an Instrument to Measure the Perceptions of Adopting an Information Technology Innovation (1991)Information Systems Success: The Quest for the Dependent Variable (1992)Data quality in context (1997)AIMQ: a methodology for information quality assessment (2002)Data quality assessment (2002)Developing Maturity Models for IT Management (2009)MetaFraud: A Meta-Learning Framework for Detecting Financial Fraud1 (2012)A unified foundation for business analytics (2014)Impact of business analytics and enterprise systems on managerial accounting (2017)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)Semantics and analysis of business process models in BPMN (2008)Weighted kappa: Nominal scale agreement provision for scaled disagreement or partial credit. (1968)A systematic review of gamification in e-Health (2017)ROSES RepOrting standards for Systematic Evidence Syntheses: pro forma, flow-diagram and descriptive summary of the plan and conduct of environmental systematic reviews and systematic maps (2018)Towards Sustainable Energy: A Systematic Review of Renewable Energy Sources, Technologies, and Public Opinions (2019)A general theory of bibliometric and other cumulative advantage processes (1976)Google Scholar, Scopus and the Web of Science: a longitudinal and cross-disciplinary comparison (2015)The journal coverage of Web of Science and Scopus: a comparative analysis (2015)A tale of two databases: the use of Web of Science and Scopus in academic papers (2020)Google Scholar, Microsoft Academic, Scopus, Dimensions, Web of Science, and OpenCitations’ COCI: a multidisciplinary comparison of coverage via citations (2020)The journal coverage of Web of Science, Scopus and Dimensions: A comparative analysis (2021)Business Process Management: A Comprehensive Survey (2013)Digital Innovation Management: Reinventing Innovation Management Research in a Digital World (2017)Process Mining (2012)Time prediction based on process mining (2010)Discovering Block-Structured Process Models from Event Logs - A Constructive Approach (2013)Process mining in healthcare: A literature review (2016)Learning Accurate LSTM Models of Business Processes (2019)Outcome-Oriented Predictive Process Monitoring (2019)Survey and Cross-benchmark Comparison of Remaining Time Prediction Methods in Business Process Monitoring (2019)Replaying history on process models for conformance checking and performance analysis (2012)
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References

  • 2004Procedures for Performing Systematic Reviews5,198 cited
  • 1996Beyond Accuracy: What Data Quality Means to Data Consumers4,663 cited
  • 2018Google Scholar, Web of Science, and Scopus: A systematic comparison of citations in 252 subject categories1,986 cited
  • 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
  • 2007Fuzzy Mining – Adaptive Process Simplification Based on Multi-perspective Metrics890 cited
  • 2007The Current State of Business Intelligence642 cited
  • 2017Predictive Business Process Monitoring with LSTM Neural Networks554 cited
  • 2009Declarative workflows: Balancing between flexibility and support531 cited
  • 2011Flexible Heuristics Miner (FHM)494 cited
  • 2003Rediscovering workflow models from event-based data using little thumb468 cited
  • 2014Discovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour458 cited
  • 2018Automated Discovery of Process Models from Event Logs: Review and Benchmark440 cited

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  • 2017Predicting process behaviour using deep learning430 cited
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