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Process Mining over Unordered Event Streams
16 references·0 citing·37 second hop
Process Mining over Unordered Event Streams (2020)Process Mining over Unordered Event Strea…Online Conformance Checking Using Behavioural Patterns (2018)Online Conformance Checking U…Conformance Checking (2018)Conformance CheckingAutomated Discovery of Process Models from Event Logs: Review and Benchmark (2018)Automated Discovery of Proces…A Framework for Online Conformance Checking (2018)A Framework for Online Confor…Online conformance checking: relating event streams to process models using prefix-alignments (2017)Online conformance checking: …Handling Concept Drift in Predictive Process Monitoring (2017)Handling Concept Drift in Pre…The ROAD from Sensor Data to Process Instances via Interaction Mining (2016)The ROAD from Sensor Data to …Process Mining (2016)Process MiningOnline Discovery of Declarative Process Models from Event Streams (2015)Online Discovery of Declarati…Fast and Accurate Business Process Drift Detection (2015)Fast and Accurate Business Pr…Efficient Process Discovery From Event Streams Using Sequential Pattern Mining (2015)Efficient Process Discovery F…Complex Symbolic Sequence Encodings for Predictive Monitoring of Business Processes (2015)Complex Symbolic Sequence Enc…Event-Based Real-Time Decomposed Conformance Analysis (2014)Event-Based Real-Time Decompo…Control-flow discovery from event streams (2014)Control-flow discovery from e…Event-Based Monitoring of Process Execution Violations (2011)Event-Based Monitoring of Pro…Incremental Workflow Mining Based on Document Versioning Information (2005)Incremental Workflow Mining B…Time prediction based on process mining (2010)Predictive Monitoring of Business Processes (2014)Clustering-Based Predictive Process Monitoring (2016)Predictive Process Monitoring Methods: Which One Suits Me Best? (2018)Machine Learning in Business Process Monitoring: A Comparison of Deep Learning and Classical Approaches Used for Outcome Prediction (2020)Big data: The next frontier for innovation, competition, and productivity (2011)Process Mining (2011)Process Mining: Discovery, Conformance and Enhancement of Business Processes (2011)Conformance Checking Based on Partially Ordered Event Data (2015)Process mining in oncology: A literature review (2016)Event stream-based process discovery using abstract representations (2017)An overview of workflow management: From process modeling to workflow automation infrastructure (1995)Business process mining: An industrial application (2006)Conformance checking of processes based on monitoring real behavior (2007)Modeling and execution of event stream processing in business processes (2014)Predictive Task Monitoring for Business Processes (2014)Conformance Checking: Foundations, Milestones and Challenges (2022)Workflow mining: A survey of issues and approaches (2003)Workflow mining: discovering process models from event logs (2004)Split miner: automated discovery of accurate and simple business process models from event logs (2018)A systematic literature review on state-of-the-art deep learning methods for process prediction (2021)Process mining for healthcare: Characteristics and challenges (2022)THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT (1998)Analyzing Customer Journey with Process Mining: From Discovery to Recommendations (2018)Detecting Drift from Event Streams of Unpredictable Business Processes (2016)Detecting Sudden and Gradual Drifts in Business Processes from Execution Traces (2017)Fundamentals of Business Process Management (2018)Theorizing Process Dynamics with Directed Graphs: A Diachronic Analysis of Digital Trace Data (2021)Semantics and analysis of business process models in BPMN (2008)Evaluation Goals for Online Process Mining: A Concept Drift Perspective (2020)Towards IoT-driven Process Event Log Generation for Conformance Checking in Smart Factories (2020)Object-Centric Process Mining: Dealing with Divergence and Convergence in Event Data (2019)Event abstraction in process mining: literature review and taxonomy (2020)Process Mining: A 360 Degree Overview (2022)Scalable Process Discovery with Guarantees (2015)Outcome-Oriented Predictive Process Monitoring (2019)Examining the interplay between big data analytics and contextual factors in driving process innovation capabilities (2020)
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References

  • 2016Process Mining2,166 cited
  • 2018Automated Discovery of Process Models from Event Logs: Review and Benchmark440 cited
  • 2018Conformance Checking334 cited
  • 2015Complex Symbolic Sequence Encodings for Predictive Monitoring of Business Processes191 cited
  • 2017Online conformance checking: relating event streams to process models using prefix-alignments106 cited
  • 2015Fast and Accurate Business Process Drift Detection88 cited
  • 2014Control-flow discovery from event streams86 cited
  • 2015Online Discovery of Declarative Process Models from Event Streams85 cited
  • 2011Event-Based Monitoring of Process Execution Violations70 cited
  • 2018Online Conformance Checking Using Behavioural Patterns64 cited
  • 2016The ROAD from Sensor Data to Process Instances via Interaction Mining59 cited
  • 2018A Framework for Online Conformance Checking55 cited
  • 2015Efficient Process Discovery From Event Streams Using Sequential Pattern Mining53 cited
  • 2017Handling Concept Drift in Predictive Process Monitoring50 cited
  • 2014Event-Based Real-Time Decomposed Conformance Analysis44 cited
  • 2005

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Incremental Workflow Mining Based on Document Versioning Information
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