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Supervised vs. Unsupervised Learning for Intentional Process Model Discovery
16 references·0 citing·34 second hop
Supervised vs. Unsupervised Learning for Intentional Process Model Discovery (2014)Supervised vs. Unsupervised Learning for …Unsupervised discovery of intentional process models from event logs (2014)Unsupervised discovery of int…Supervised intentional process models discovery using Hidden Markov models (2013)Supervised intentional proces…Process Mining: Discovery, Conformance and Enhancement of Business Processes (2011)Process Mining: Discovery, Co…Process Mining (2011)Process MiningAligning IS to Organization’s Strategy: The InStAl Method (2007)Aligning IS to Organization’s…Genetic Process Mining (2005)Genetic Process MiningCombining Intention-Oriented and State-Based Process Modeling (2005)Combining Intention-Oriented …Integrating machine learning and workflow management to support acquisition and adaptation of workflow models (2002)Integrating machine learning …A Multi-Model View of Process Modelling (1999)A Multi-Model View of Process…Mining process models from workflow logs (1998)Mining process models from wo…Discovering models of software processes from event-based data (1998)Discovering models of softwar…Advances in Database Technology — EDBT'98 (1998)Advances in Database Technolo…Modelling strategic relationships for process reengineering (1995)Modelling strategic relations…Automating process discovery through event-data analysis (1995)Automating process discovery …Judgment under Uncertainty: Heuristics and Biases (1975)Judgment under Uncertainty: H…Judgment under Uncertainty: Heuristics and Biases (1974)Judgment under Uncertainty: H…An overview of workflow management: From process modeling to workflow automation infrastructure (1995)Business Process Intelligence (2003)Process mining: a research agenda (2003)Business process mining: An industrial application (2006)Subjective probability: A judgment of representativeness (1972)Availability: A heuristic for judging frequency and probability (1973)On the psychology of prediction. (1973)The Framing of Decisions and the Psychology of Choice (1981)Prospect theory: An analysis of decision under risk (1988)Advances in prospect theory: Cumulative representation of uncertainty (1992)Software process model evolution in the SPADE environment (1993)A Machine Learning Approach to Workflow Management (2000)Approaching Process Mining with Sequence Clustering: Experiments and Findings (2007)Mining process models with prime invisible tasks (2010)Workflow mining: A survey of issues and approaches (2003)Workflow mining: discovering process models from event logs (2004)Mining process models with non-free-choice constructs (2007)Towards comprehensive support for organizational mining (2008)Process mining techniques and applications – A systematic mapping study (2019)Process Mining Manifesto (2012)Business Process Management: A Comprehensive Survey (2013)Digital Innovation Management: Reinventing Innovation Management Research in a Digital World (2017)Goal-oriented requirement analysis for data warehouse design (2005)GRAnD: A goal-oriented approach to requirement analysis in data warehouses (2007)Software Transparency (2010)The ProM Framework: A New Era in Process Mining Tool Support (2005)Fuzzy Mining – Adaptive Process Simplification Based on Multi-perspective Metrics (2007)Bridging the Gap Between Organisational Needs and ERP Functionality (2000)Matching ERP system functionality to customer requirements (2002)Capturing System Intentionality with Maps (2007)Replaying history on process models for conformance checking and performance analysis (2012)Discovering Block-Structured Process Models from Event Logs - A Constructive Approach (2013)Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research (1988)Epistemic Injustice (2007)
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References

  • 1974Judgment under Uncertainty: Heuristics and Biases28,742 cited
  • 1975Judgment under Uncertainty: Heuristics and Biases22,647 cited
  • 2011Process Mining1,804 cited
  • 2011Process Mining: Discovery, Conformance and Enhancement of Business Processes1,725 cited
  • 1995Modelling strategic relationships for process reengineering1,399 cited
  • 1998Discovering models of software processes from event-based data870 cited
  • 1998Mining process models from workflow logs799 cited
  • 2005Genetic Process Mining335 cited
  • 1999A Multi-Model View of Process Modelling322 cited
  • 1995Automating process discovery through event-data analysis215 cited
  • 1998Advances in Database Technology — EDBT'98161 cited
  • 2002Integrating machine learning and workflow management to support acquisition and adaptation of workflow models124 cited
  • 2007Aligning IS to Organization’s Strategy: The InStAl Method54 cited
  • 2013Supervised intentional process models discovery using Hidden Markov models41 cited
  • 2014Unsupervised discovery of intentional process models from event logs37 cited
  • 2005

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Combining Intention-Oriented and State-Based Process Modeling
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