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Online Process Discovery to Detect Concept Drifts in LTL-Based Declarative Process Models
13 references·12 citing·34 second hop
Online Process Discovery to Detect Concept Drifts in LTL-Based Declarative Process Models (2013)Online Process Discovery to Detect Concep…A Knowledge-Based Integrated Approach for Discovering and Repairing Declare Maps (2013)A Knowledge-Based Integrated …Imperative versus Declarative Process Modeling Languages: An Empirical Investigation (2012)Imperative versus Declarative…Heuristics Miners for Streaming Event Data (2012)Heuristics Miners for Streami…Efficient Discovery of Understandable Declarative Process Models from Event Logs (2012)Efficient Discovery of Unders…User-guided discovery of declarative process models (2011)User-guided discovery of decl…Process Mining: Discovery, Conformance and Enhancement of Business Processes (2011)Process Mining: Discovery, Co…Process Mining (2011)Process MiningEvent-Based Monitoring of Process Execution Violations (2011)Event-Based Monitoring of Pro…Robust Process Discovery with Artificial Negative Events (2009)Robust Process Discovery with…Exploiting Inductive Logic Programming Techniques for Declarative Process Mining (2009)Exploiting Inductive Logic Pr…Declarative workflows: Balancing between flexibility and support (2009)Declarative workflows: Balanc…The Need for a Process Mining Evaluation Framework in Research and Practice (2008)The Need for a Process Mining…Business Process Management Workshops (2008)Business Process Management W…How do I update my model? On the resilience of Predictive Process Monitoring models to change (2022)How do I update my model? On …LCDD: Detecting Business Process Drifts Based on Local Completeness (2020)LCDD: Detecting Business Proc…Evaluation Goals for Online Process Mining: A Concept Drift Perspective (2020)Evaluation Goals for Online P…Analyzing Process Concept Drifts Based on Sensor Event Streams During Runtime (2020)Analyzing Process Concept Dri…Process Histories - Detecting and Representing Concept Drifts Based on Event Streams (2018)Process Histories - Detecting…On the relevance of a business constraint to an event log (2018)On the relevance of a busines…DB-XES: Enabling Process Discovery in the Large (2018)DB-XES: Enabling Process Disc…Relational XES : data management for process mining (2015)Relational XES : data managem…PLG2: Multiperspective Processes Randomization and Simulation for Online and Offline Settings (2015)PLG2: Multiperspective Proces…Lights, Camera, Action! Business Process Movies for Online Process Discovery (2015)Lights, Camera, Action! Busin…Scalable dynamic business process discovery with the constructs competition miner (2014)Scalable dynamic business pro…Log-Based Understanding of Business Processes through Temporal Logic Query Checking (2014)Log-Based Understanding of Bu…Mining process models from workflow logs (1998)Workflow mining: discovering process models from event logs (2004)The ProM Framework: A New Era in Process Mining Tool Support (2005)Discovering Data-Aware Declarative Process Models from Event Logs (2013)Online Discovery of Declarative Process Models from Event Streams (2015)Resolving inconsistencies and redundancies in declarative process models (2016)Workflow mining: A survey of issues and approaches (2003)Conformance checking of processes based on monitoring real behavior (2007)THE MINADEPT CLUSTERING APPROACH FOR DISCOVERING REFERENCE PROCESS MODELS OUT OF PROCESS VARIANTS (2010)An alignment-based framework to check the conformance of declarative process models and to preprocess event-log data (2014)An overview of workflow management: From process modeling to workflow automation infrastructure (1995)Adeptflex—Supporting Dynamic Changes of Workflows Without Losing Control (1998)THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT (1998)Enabling Flexibility in Process-Aware Information Systems (2012)Knowledge-Intensive Processes: Characteristics, Requirements and Analysis of Contemporary Approaches (2014)Business Process Variability Modeling (2017)Fuzzy Mining – Adaptive Process Simplification Based on Multi-perspective Metrics (2007)Monitoring business constraints with the event calculus (2013)Declarative process mining in healthcare (2015)Business artifacts: An approach to operational specification (2003)Business Process Management: The Third Wave (2003)On the Discovery of Declarative Control Flows for Artful Processes (2015)Comprehension of Procedural Visual Business Process Models (2017)Process Mining Manifesto (2012)Business Process Management: A Comprehensive Survey (2013)Digital Innovation Management: Reinventing Innovation Management Research in a Digital World (2017)An Eye into the Future: Leveraging A-priori Knowledge in Predictive Business Process Monitoring (2017)Towards Robust Conformance Checking (2011)Model repair — aligning process models to reality (2014)Fodina: A robust and flexible heuristic process discovery technique (2017)Modeling Control Objectives for Business Process Compliance (2007)Discovering Block-Structured Process Models from Event Logs - A Constructive Approach (2013)Discovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour (2014)Replaying history on process models for conformance checking and performance analysis (2012)
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References

  • 2011Process Mining1,804 cited
  • 2011Process Mining: Discovery, Conformance and Enhancement of Business Processes1,725 cited
  • 2008Business Process Management Workshops761 cited
  • 2009Declarative workflows: Balancing between flexibility and support531 cited
  • 2011User-guided discovery of declarative process models169 cited
  • 2009Robust Process Discovery with Artificial Negative Events169 cited
  • 2012Efficient Discovery of Understandable Declarative Process Models from Event Logs162 cited
  • 2012Imperative versus Declarative Process Modeling Languages: An Empirical Investigation157 cited
  • 2008The Need for a Process Mining Evaluation Framework in Research and Practice102 cited
  • 2009Exploiting Inductive Logic Programming Techniques for Declarative Process Mining93 cited
  • 2011Event-Based Monitoring of Process Execution Violations70 cited
  • 2012Heuristics Miners for Streaming Event Data64 cited
  • 2013A Knowledge-Based Integrated Approach for Discovering and Repairing Declare Maps63 cited

Cited by

  • 2020Evaluation Goals for Online Process Mining: A Concept Drift Perspective47 cited
  • 2022How do I update my model? On the resilience of Predictive Process Monitoring models to change

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32 cited
  • 2014Log-Based Understanding of Business Processes through Temporal Logic Query Checking32 cited
  • 2020Analyzing Process Concept Drifts Based on Sensor Event Streams During Runtime30 cited
  • 2015PLG2: Multiperspective Processes Randomization and Simulation for Online and Offline Settings30 cited
  • 2018Process Histories - Detecting and Representing Concept Drifts Based on Event Streams25 cited
  • 2018On the relevance of a business constraint to an event log25 cited
  • 2015Lights, Camera, Action! Business Process Movies for Online Process Discovery24 cited
  • 2015Relational XES : data management for process mining23 cited
  • 2014Scalable dynamic business process discovery with the constructs competition miner18 cited
  • 2020LCDD: Detecting Business Process Drifts Based on Local Completeness16 cited
  • 2018DB-XES: Enabling Process Discovery in the Large16 cited