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Unbiased, Fine-Grained Description of Processes Performance from Event Data
16 references·10 citing·43 second hop
Unbiased, Fine-Grained Description of Processes Performance from Event Data (2018)Unbiased, Fine-Grained Description of Pro…Time and activity sequence prediction of business process instances (2018)Time and activity sequence pr…ProcessProfiler3D: A visualisation framework for log-based process performance comparison (2017)ProcessProfiler3D: A visualis…Predictive Business Process Monitoring with LSTM Neural Networks (2017)Predictive Business Process M…Using Life Cycle Information in Process Discovery (2016)Using Life Cycle Information …Process Mining (2016)Process MiningQueue mining for delay prediction in multi-class service processes (2015)Queue mining for delay predic…Prediction of business process durations using non-Markovian stochastic Petri nets (2015)Prediction of business proces…Discovering Stochastic Petri Nets with Arbitrary Delay Distributions from Event Logs (2014)Discovering Stochastic Petri …Replaying history on process models for conformance checking and performance analysis (2012)Replaying history on process …Discovering Context-Aware Models for Predicting Business Process Performances (2012)Discovering Context-Aware Mod…Time prediction based on process mining (2010)Time prediction based on proc…Beyond Process Mining: From the Past to Present and Future (2010)Beyond Process Mining: From t…Redesigning business processes: a methodology based on simulation and process mining techniques (2009)Redesigning business processe…Discovering simulation models (2008)Discovering simulation modelsCycle Time Prediction: When Will This Case Finally Be Finished? (2008)Cycle Time Prediction: When W…Supporting proces mining by showing events at a glance (2007)Supporting proces mining by s…Defining and visualizing process execution variants from partially ordered event data (2023)Defining and visualizing proc…Remaining Time Prediction for Processes with Inter-case Dynamics (2022)Remaining Time Prediction for…Process Mining: A Guide for Practitioners (2022)Process Mining: A Guide for P…OPerA: Object-Centric Performance Analysis (2022)OPerA: Object-Centric Perform…On the adoption of blockchain for business process monitoring (2022)On the adoption of blockchain…Action-oriented process mining: bridging the gap between insights and actions (2022)Action-oriented process minin…Repairing Event Logs with Missing Events to Support Performance Analysis of Systems with Shared Resources (2020)Repairing Event Logs with Mis…Identifying and Reducing Errors in Remaining Time Prediction due to Inter-Case Dynamics (2020)Identifying and Reducing Erro…Detecting System-Level Behavior Leading To Dynamic Bottlenecks (2020)Detecting System-Level Behavi…Performance Mining for Batch Processing Using the Performance Spectrum (2019)Performance Mining for Batch …THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT (1998)Workflow mining: discovering process models from event logs (2004)A Deep Learning Approach for Predicting Process Behaviour at Runtime (2017)Run-time prediction of business process indicators using evolutionary decision rules (2017)Fundamentals of Business Process Management (2018)Earth Movers’ Stochastic Conformance Checking (2019)Simulation Modeling and Analysis. (1983)Process innovation: reengineering work through information technology (1993)Reengineering the Corporation (1993)Workflow simulation for operational decision support (2009)Process Mining for the multi-faceted analysis of business processes—A case study in a financial services organization (2012)Automated discovery of business process simulation models from event logs (2020)Workflow mining: A survey of issues and approaches (2003)Conformance checking of processes based on monitoring real behavior (2007)Process Mining (2012)Predictive Monitoring of Business Processes (2014)Predictive Monitoring of Business Processes: A Survey (2017)Discovering models of software processes from event-based data (1998)Time patterns for process-aware information systems (2012)Improving business process decision making based on past experience (2013)Process Science in Action: A Literature Review on Process Mining in Business Management (2021)Process Mining (2011)Process Mining: Discovery, Conformance and Enhancement of Business Processes (2011)Discovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour (2014)Predicting process behaviour using deep learning (2017)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)Genetic Process Mining (2005)Business process mining: An industrial application (2006)Genetic process mining: an experimental evaluation (2007)Prediction of Remaining Service Execution Time Using Stochastic Petri Nets with Arbitrary Firing Delays (2013)Using Convolutional Neural Networks for Predictive Process Analytics (2019)Queueing Networks and Markov Chains: Modeling and Performance Evaluation with Computer Science Applications (2000)Activity Prediction of Business Process Instances with Inception CNN Models (2019)Creating business value with process mining (2022)Predictive Process Monitoring (2022)Learning Accurate LSTM Models of Business Processes (2019)Outcome-Oriented Predictive Process Monitoring (2019)Survey and Cross-benchmark Comparison of Remaining Time Prediction Methods in Business Process Monitoring (2019)Automated Discovery of Process Models from Event Logs: Review and Benchmark (2018)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
  • 2012Replaying history on process models for conformance checking and performance analysis738 cited
  • 2017Predictive Business Process Monitoring with LSTM Neural Networks554 cited
  • 2010Time prediction based on process mining507 cited
  • 2008Discovering simulation models295 cited
  • 2018Time and activity sequence prediction of business process instances138 cited
  • 2008Cycle Time Prediction: When Will This Case Finally Be Finished?132 cited
  • 2010Beyond Process Mining: From the Past to Present and Future125 cited
  • 2015Queue mining for delay prediction in multi-class service processes123 cited
  • 2015Prediction of business process durations using non-Markovian stochastic Petri nets121 cited
  • 2009Redesigning business processes: a methodology based on simulation and process mining techniques119 cited
  • 2012Discovering Context-Aware Models for Predicting Business Process Performances112 cited
  • 2014Discovering Stochastic Petri Nets with Arbitrary Delay Distributions from Event Logs85 cited
  • 2007Supporting proces mining by showing events at a glance80 cited
  • 2017ProcessProfiler3D: A visualisation framework for log-based process performance comparison

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54 cited
  • 2016Using Life Cycle Information in Process Discovery52 cited
  • Cited by

    • 2022On the adoption of blockchain for business process monitoring33 cited
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    • 2022Process Mining: A Guide for Practitioners22 cited
    • 2023Defining and visualizing process execution variants from partially ordered event data20 cited
    • 2020Detecting System-Level Behavior Leading To Dynamic Bottlenecks20 cited
    • 2019Performance Mining for Batch Processing Using the Performance Spectrum19 cited
    • 2020Repairing Event Logs with Missing Events to Support Performance Analysis of Systems with Shared Resources19 cited
    • 2020Identifying and Reducing Errors in Remaining Time Prediction due to Inter-Case Dynamics19 cited
    • 2022OPerA: Object-Centric Performance Analysis19 cited
    • 2022Remaining Time Prediction for Processes with Inter-case Dynamics16 cited