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Enabling Process Innovation via Deviance Mining and Predictive Monitoring
16 references·3 citing·44 second hop
Enabling Process Innovation via Deviance Mining and Predictive Monitoring (2014)Enabling Process Innovation via Deviance …Predictive Monitoring of Business Processes (2014)Predictive Monitoring of Busi…Understanding Process Behaviours in a Large Insurance Company in Australia: A Case Study (2013)Understanding Process Behavio…Supporting Risk-Informed Decisions during Business Process Execution (2013)Supporting Risk-Informed Deci…Prediction of Remaining Service Execution Time Using Stochastic Petri Nets with Arbitrary Firing Delays (2013)Prediction of Remaining Servi…Predicting Deadline Transgressions Using Event Logs (2013)Predicting Deadline Transgres…Investigating Clinical Care Pathways Correlated with Outcomes (2013)Investigating Clinical Care P…Discovering signature patterns from event logs (2013)Discovering signature pattern…Discovering Context-Aware Models for Predicting Business Process Performances (2012)Discovering Context-Aware Mod…Real-time business process monitoring method for prediction of abnormal termination using KNNI-based LOF prediction (2011)Real-time business process mo…Monitoring Business Process Compliance Using Compliance Rule Graphs (2011)Monitoring Business Process C…Monitoring Business Constraints with Linear Temporal Logic: An Approach Based on Colored Automata (2011)Monitoring Business Constrain…Event-Based Monitoring of Process Execution Violations (2011)Event-Based Monitoring of Pro…Time prediction based on process mining (2010)Time prediction based on proc…Mastering the Unpredictable: How Adaptive Case Management Will Revolutionize the Way That Knowledge Workers Get Things Done (2010)Mastering the Unpredictable: …Process Flexibility: A Survey of Contemporary Approaches (2008)Process Flexibility: A Survey…Toward the Construct Definition of Positive Deviance (2004)Toward the Construct Definiti…Why do business processes deviate? Results from a Delphi study (2018)Why do business processes dev…Data-driven Process Prioritization in Process Networks (2017)Data-driven Process Prioritiz…Building State Capability (2017)Building State CapabilityAdeptflex—Supporting Dynamic Changes of Workflows Without Losing Control (1998)Case handling: a new paradigm for business process support (2004)YAWL: yet another workflow language (2004)Handling Concept Drift in Process Mining (2011)Wanna improve process mining results? (2013)Towards a comprehensive understanding of digital transformation in government: Analysis of flexibility and enterprise architecture (2020)Process Mining (2011)Process Mining: Discovery, Conformance and Enhancement of Business Processes (2011)Process Mining Manifesto (2012)Process mining can be applied to software too! (2014)Log Delta Analysis: Interpretable Differencing of Business Process Event Logs (2015)Process Mining for Six Sigma (2020)Workflow mining: A survey of issues and approaches (2003)Business Process Management Workshops (2008)Predictive Business Process Monitoring with Structured and Unstructured Data (2016)A Deep Learning Approach for Predicting Process Behaviour at Runtime (2017)Genetic algorithms for hyperparameter optimization in predictive business process monitoring (2018)A Declarative Approach for Flexible Business Processes Management (2006)Conformance checking of processes based on monitoring real behavior (2007)Capturing Compliance Requirements: A Pattern-Based Approach (2012)Aligning Event Logs and Process Models for Multi-perspective Conformance Checking: An Approach Based on Integer Linear Programming (2013)Aligning Real Process Executions and Prescriptive Process Models through Automated Planning (2017)DECLARE: Full Support for Loosely-Structured Processes (2007)Compliance monitoring in business processes: Functionalities, application, and tool-support (2015)Are we done with business process compliance: state of the art and challenges ahead (2018)Business Process Management : Concepts, Languages, Architectures (2007)Comparing and Combining Predictive Business Process Monitoring Techniques (2014)Using Convolutional Neural Networks for Predictive Process Analytics (2019)Predictive Process Monitoring (2022)Social Structure and Anomie (1938)EMPLOYEE CREATIVITY: PERSONAL AND CONTEXTUAL FACTORS AT WORK. (1996)Ain't Misbehavin: Workplace Deviance as Organizational Resistance (2007)Constructive Deviance in Organizations (2013)The psychology of talent management: A review and research agenda (2013)Social Structure and Anomie (2017)Workflow mining: discovering process models from event logs (2004)Process Mining (2012)Predictive Monitoring of Business Processes: A Survey (2017)A general process mining framework for correlating, predicting and clustering dynamic behavior based on event logs (2015)Complex Symbolic Sequence Encodings for Predictive Monitoring of Business Processes (2015)Survey and Cross-benchmark Comparison of Remaining Time Prediction Methods in Business Process Monitoring (2019)Business Process Management Architectures (2012)On the equivalence of incremental and fixpoint semantics for business artifacts with Guard–Stage–Milestone lifecycles (2012)Data Centric BPM and the Emerging Case Management Standard: A Short Survey (2013)
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References

  • 2004Toward the Construct Definition of Positive Deviance676 cited
  • 2010Time prediction based on process mining507 cited
  • 2014Predictive Monitoring of Business Processes305 cited
  • 2008Process Flexibility: A Survey of Contemporary Approaches302 cited
  • 2010Mastering the Unpredictable: How Adaptive Case Management Will Revolutionize the Way That Knowledge Workers Get Things Done239 cited
  • 2011Monitoring Business Constraints with Linear Temporal Logic: An Approach Based on Colored Automata233 cited
  • 2013Prediction of Remaining Service Execution Time Using Stochastic Petri Nets with Arbitrary Firing Delays129 cited
  • 2011Monitoring Business Process Compliance Using Compliance Rule Graphs121 cited
  • 2012Discovering Context-Aware Models for Predicting Business Process Performances112 cited
  • 2013Understanding Process Behaviours in a Large Insurance Company in Australia: A Case Study86 cited
  • 2013Supporting Risk-Informed Decisions during Business Process Execution77 cited
  • 2011Real-time business process monitoring method for prediction of abnormal termination using KNNI-based LOF prediction72 cited
  • 2011Event-Based Monitoring of Process Execution Violations70 cited
  • 2013Investigating Clinical Care Pathways Correlated with Outcomes69 cited

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2013
Predicting Deadline Transgressions Using Event Logs
65 cited
  • 2013Discovering signature patterns from event logs53 cited
  • Cited by

    • 2018Why do business processes deviate? Results from a Delphi study32 cited
    • 2017Data-driven Process Prioritization in Process Networks21 cited
    • 2017Building State Capability6 cited