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Flexible evolutionary algorithms for mining structured process models
9 references·16 citing·39 second hop
Flexible evolutionary algorithms for mining structured process models (2014)Flexible evolutionary algorithms for mini…Aligning observed and modeled behavior (2014)Aligning observed and modeled…Decomposing Petri nets for process mining: A generic approach (2013)Decomposing Petri nets for pr…Replaying history on process models for conformance checking and performance analysis (2012)Replaying history on process …Conformance Checking Using Cost-Based Fitness Analysis (2011)Conformance Checking Using Co…Causal Nets: A Modeling Language Tailored towards Process Discovery (2011)Causal Nets: A Modeling Langu…Genetic process mining: an experimental evaluation (2007)Genetic process mining: an ex…Discovering Social Networks from Event Logs (2005)Discovering Social Networks f…Workflow mining: discovering process models from event logs (2004)Workflow mining: discovering …On the semantics of EPCs: A vicious circle (2002)On the semantics of EPCs: A v…JARVIS: Joining Adversarial Training With Vision Transformers in Next-Activity Prediction (2023)JARVIS: Joining Adversarial T…A data-aware explainable deep learning approach for next activity prediction (2023)A data-aware explainable deep…Robust Process Mining with Guarantees (2022)Robust Process Mining with Gu…OrdinoR: A framework for discovering, evaluating, and analyzing organizational models using event logs (2022)OrdinoR: A framework for disc…A Multi-View Deep Learning Approach for Predictive Business Process Monitoring (2021)A Multi-View Deep Learning Ap…Motivations for Obtaining and Redeeming Coupons from a Coupon App: Customer Value Perspective (2020)Motivations for Obtaining and…Evaluating Conformance Measures in Process Mining Using Conformance Propositions (2019)Evaluating Conformance Measur…Analyzing of Gender Behaviors from Paths Using Process Mining: A Shopping Mall Application (2019)Analyzing of Gender Behaviors…Towards Confirmatory Process Discovery: Making Assertions About the Underlying System (2018)Towards Confirmatory Process …Guided Process Discovery – A pattern-based approach (2018)Guided Process Discovery – A …Generating Artificial Data for Empirical Analysis of Control-flow Discovery Algorithms (2018)Generating Artificial Data fo…Conformance checking in UML artifact-centric business process models (2018)Conformance checking in UML a…The state-of-the-art of business process mining challenges (2017)The state-of-the-art of busin…Strategies to Automatically Derive a Process Model from a Configurable Process Model Based on Event Data (2017)Strategies to Automatically D…A comparative study of existing quality measures for process discovery (2017)A comparative study of existi…A Recursive Paradigm for Aligning Observed Behavior of Large Structured Process Models (2016)A Recursive Paradigm for Alig…THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT (1998)Process Mining (2011)Process Mining: Discovery, Conformance and Enhancement of Business Processes (2011)Control-flow discovery from event streams (2014)Determining process model precision and generalization with weighted artificial negative events (2014)Process mining using BPMN: relating event logs and process models (2015)Conformance checking of processes based on monitoring real behavior (2007)On the Role of Fitness, Precision, Generalization and Simplicity in Process Discovery (2012)Scalable process discovery and conformance checking (2016)Split miner: automated discovery of accurate and simple business process models from event logs (2018)Discovering models of software processes from event-based data (1998)Workflow mining: A survey of issues and approaches (2003)Process Mining (2012)Discovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour (2014)Automated Discovery of Process Models from Event Logs: Review and Benchmark (2018)Workflow Patterns (2003)Big data: The next frontier for innovation, competition, and productivity (2011)Process Cubes: Slicing, Dicing, Rolling Up and Drilling Down Event Data for Process Mining (2013)Single-Entry Single-Exit decomposed conformance checking (2014)Conformance checking based on multi-perspective declarative process models (2016)Who Shall Survive (2007)Application of Process Mining in Healthcare – A Case Study in a Dutch Hospital (2008)Trace Clustering in Process Mining (2009)Enabling Flexibility in Process-Aware Information Systems (2012)Practical Bayesian Optimization of Machine Learning Algorithms (2012)Process Mining (2016)Predictive Business Process Monitoring with LSTM Neural Networks (2017)A Direct Data Aware LSTM Neural Network Architecture for Complete Remaining Trace and Runtime Prediction (2023)Predictive compliance monitoring in process-aware information systems: State of the art, functionalities, research directions (2023)Machine learning in business process management: A systematic literature review (2024)Production Workflow - Concepts and Techniques (2000)Structural Patterns for Soundness of Business Process Models (2006)Verification of the SAP reference models using EPC reduction, state-space analysis, and invariants (2007)Formal Aspects of Enterprise Modeling Methods: A Comparison Framework (2014)The ProM Framework: A New Era in Process Mining Tool Support (2005)Fuzzy Mining – Adaptive Process Simplification Based on Multi-perspective Metrics (2007)Predicting process behaviour using deep learning (2017)Extracting Event Data from Databases to Unleash Process Mining (2015)Directly Follows-Based Process Mining: Exploration & a Case Study (2019)
this work references cited by second hop

References

  • 2004Workflow mining: discovering process models from event logs2,206 cited
  • 2012Replaying history on process models for conformance checking and performance analysis738 cited
  • 2007Genetic process mining: an experimental evaluation490 cited
  • 2005Discovering Social Networks from Event Logs451 cited
  • 2011Conformance Checking Using Cost-Based Fitness Analysis393 cited
  • 2014Aligning observed and modeled behavior206 cited
  • 2013Decomposing Petri nets for process mining: A generic approach194 cited
  • 2002On the semantics of EPCs: A vicious circle109 cited
  • 2011Causal Nets: A Modeling Language Tailored towards Process Discovery99 cited

Cited by

  • 2021A Multi-View Deep Learning Approach for Predictive Business Process Monitoring69 cited
  • 2018Guided Process Discovery – A pattern-based approach61 cited
  • 2019Evaluating Conformance Measures in Process Mining Using Conformance Propositions61 cited
  • 2016A Recursive Paradigm for Aligning Observed Behavior of Large Structured Process Models59 cited
  • 2022Robust Process Mining with Guarantees53 cited
  • 2019Analyzing of Gender Behaviors from Paths Using Process Mining: A Shopping Mall Application

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

52 cited
  • 2017A comparative study of existing quality measures for process discovery35 cited
  • 2018Generating Artificial Data for Empirical Analysis of Control-flow Discovery Algorithms29 cited
  • 2022OrdinoR: A framework for discovering, evaluating, and analyzing organizational models using event logs28 cited
  • 2017The state-of-the-art of business process mining challenges27 cited
  • 2023A data-aware explainable deep learning approach for next activity prediction24 cited
  • 2017Strategies to Automatically Derive a Process Model from a Configurable Process Model Based on Event Data24 cited
  • 2023JARVIS: Joining Adversarial Training With Vision Transformers in Next-Activity Prediction22 cited
  • 2018Conformance checking in UML artifact-centric business process models20 cited
  • 2018Towards Confirmatory Process Discovery: Making Assertions About the Underlying System19 cited
  • 2020Motivations for Obtaining and Redeeming Coupons from a Coupon App: Customer Value Perspective16 cited