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Detecting cross-case associations in an event log: toward a pattern-based detection
16 references·0 citing·45 second hop
Detecting cross-case associations in an event log: toward a pattern-based detection (2023)Detecting cross-case associations in an e…OCEL: A Standard for Object-Centric Event Logs (2021)OCEL: A Standard for Object-C…Discovering Object-centric Petri Nets (2020)Discovering Object-centric Pe…Detection of batch activities from event logs (2020)Detection of batch activities…Object-Centric Process Mining: Dealing with Divergence and Convergence in Event Data (2019)Object-Centric Process Mining…From knowledge-driven to data-driven inter-case feature encoding in predictive process monitoring (2019)From knowledge-driven to data…The Relational Process Structure (2018)The Relational Process Struct…Conformance Checking (2018)Conformance CheckingDiscovering Queues from Event Logs with Varying Levels of Information (2016)Discovering Queues from Event…Classification and Formalization of Instance-Spanning Constraints in Process-Driven Applications (2016)Classification and Formalizat…A Framework for Recommending Resource Allocation Based on Process Mining (2016)A Framework for Recommending …Queue mining for delay prediction in multi-class service processes (2015)Queue mining for delay predic…Change Point Detection and Dealing with Gradual and Multi-order Dynamics in Process Mining (2015)Change Point Detection and De…A process mining-based analysis of business process work-arounds (2014)A process mining-based analys…Data-aware process mining (2013)Data-aware process miningXES, XESame, and ProM 6 (2011)XES, XESame, and ProM 6Workflow Exception Patterns (2006)Workflow Exception PatternsProcess Flexibility: A Survey of Contemporary Approaches (2008)Process Mining (2011)Process Mining: Discovery, Conformance and Enhancement of Business Processes (2011)Detecting Drift from Event Streams of Unpredictable Business Processes (2016)Handling Concept Drift in Predictive Process Monitoring (2017)Evaluation Goals for Online Process Mining: A Concept Drift Perspective (2020)Workflow mining: A survey of issues and approaches (2003)Workflow mining: discovering process models from event logs (2004)Conformance checking of processes based on monitoring real behavior (2007)Compliance monitoring in business processes: Functionalities, application, and tool-support (2015)Conformance checking based on multi-perspective declarative process models (2016)Telephone Call Centers: Tutorial, Review, and Research Prospects (2003)An Eye into the Future: Leveraging A-priori Knowledge in Predictive Business Process Monitoring (2017)LSTM networks for data-aware remaining time prediction of business process instances (2017)Sharing Delay Information in Service Systems: A Literature Survey (2017)Workflow Patterns (2003)YAWL: yet another workflow language (2004)Workflow Resource Patterns: Identification, Representation and Tool Support (2005)Change Patterns and Change Support Features in Process-Aware Information Systems (2007)Beyond rigidity – dynamic process lifecycle support (2009)Flexibility in Process-Aware Information Systems (2009)Big data: The next frontier for innovation, competition, and productivity (2011)Process Mining Manifesto (2012)Aligning Event Logs and Process Models for Multi-perspective Conformance Checking: An Approach Based on Integer Linear Programming (2013)Data-Driven Process Discovery - Revealing Conditional Infrequent Behavior from Event Logs (2017)Online conformance checking: relating event streams to process models using prefix-alignments (2017)Time prediction based on process mining (2010)Process Mining: Data Science in Action (2016)Predictive Business Process Monitoring with LSTM Neural Networks (2017)Encoding resource experience for predictive process monitoring (2021)Trace encoding in process mining: A survey and benchmarking (2023)Predictive process monitoring: concepts, challenges, and future research directions (2024)THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT (1998)A practitioner’s guide to process mining: Limitations of the directly-follows graph (2019)PM4Py: A process mining library for Python (2023)Business Artifacts: A Data-centric Approach to Modeling Business Operations and Processes (2009)Process Mining (2016)Precision and Fitness in Object-Centric Process Mining (2021)OC-PM: analyzing object-centric event logs and process models (2022)Explainable concept drift in process mining (2023)Event abstraction in process mining: literature review and taxonomy (2020)Process Mining: A 360 Degree Overview (2022)Hybrid Intelligence: to automate or not to automate, that is the question (2021)Process Mining over Multiple Behavioral Dimensions with Event Knowledge Graphs (2022)Object-Centric Process Mining: Unraveling the Fabric of Real Processes (2023)
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References

  • 2018Conformance Checking334 cited
  • 2006Workflow Exception Patterns252 cited
  • 2011XES, XESame, and ProM 6244 cited
  • 2019Object-Centric Process Mining: Dealing with Divergence and Convergence in Event Data227 cited
  • 2013Data-aware process mining185 cited
  • 2020Discovering Object-centric Petri Nets137 cited
  • 2015Queue mining for delay prediction in multi-class service processes123 cited
  • 2021OCEL: A Standard for Object-Centric Event Logs109 cited
  • 2015Change Point Detection and Dealing with Gradual and Multi-order Dynamics in Process Mining62 cited
  • 2019From knowledge-driven to data-driven inter-case feature encoding in predictive process monitoring59 cited
  • 2016A Framework for Recommending Resource Allocation Based on Process Mining47 cited
  • 2018The Relational Process Structure38 cited
  • 2016Classification and Formalization of Instance-Spanning Constraints in Process-Driven Applications35 cited
  • 2014A process mining-based analysis of business process work-arounds33 cited
  • 2016Discovering Queues from Event Logs with Varying Levels of Information28 cited
  • 2020

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Detection of batch activities from event logs
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