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Process Mining as First-Order Classification Learning on Logs with Negative Events
11 references·4 citing·33 second hop
Process Mining as First-Order Classification Learning on Logs with Negative Events (2008)Process Mining as First-Order Classificat…Business Process Management Workshops (2008)Business Process Management W…Genetic process mining: an experimental evaluation (2007)Genetic process mining: an ex…Mining Staff Assignment Rules from Event-Based Data (2006)Mining Staff Assignment Rules…Decision Mining in ProM (2006)Decision Mining in ProMBusiness process mining: An industrial application (2006)Business process mining: An i…AN INTEGRATED LIFE CYCLE FOR WORKFLOW MANAGEMENT BASED ON LEARNING AND PLANNING (2006)AN INTEGRATED LIFE CYCLE FOR …A Rule-Based Approach for Process Discovery: Dealing with Noise and Imbalance in Process Logs (2006)A Rule-Based Approach for Pro…Discovering Social Networks from Event Logs (2005)Discovering Social Networks f…Workflow mining: discovering process models from event logs (2004)Workflow mining: discovering …Workflow mining: A survey of issues and approaches (2003)Workflow mining: A survey of …Benchmarking state-of-the-art classification algorithms for credit scoring (2003)Benchmarking state-of-the-art…Getting the Data in Shape for Your Process Mining Analysis: An In-Depth Analysis of the Pre-Analysis Stage (2025)Getting the Data in Shape for…DisCoveR: accurate and efficient discovery of declarative process models (2021)DisCoveR: accurate and effici…Conceptual Model for On Line Auditing (2009)Conceptual Model for On Line …USING PROCESS MINING FOR ITIL ASSESSMENT: A CASE STUDY WITH INCIDENT MANAGEMENT (2008)USING PROCESS MINING FOR ITIL…Neural network credit scoring models (2000)Credit scoring with a data mining approach based on support vector machines (2006)The comparisons of data mining techniques for the predictive accuracy of probability of default of credit card clients (2008)A boosted decision tree approach using Bayesian hyper-parameter optimization for credit scoring (2017)THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT (1998)Conformance checking of processes based on monitoring real behavior (2007)Fuzzy Mining – Adaptive Process Simplification Based on Multi-perspective Metrics (2007)Discovering models of software processes from event-based data (1998)Process mining: a two-step approach to balance between underfitting and overfitting (2008)Process Mining (2012)Discovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour (2014)Business Process Management: A Survey (2003)Workflow Patterns (2003)The ProM Framework: A New Era in Process Mining Tool Support (2005)Domain driven data mining in human resource management: A review of current research (2012)The Use of Process Mining in Business Process Simulation Model Construction (2015)Process Science in Action: A Literature Review on Process Mining in Business Management (2021)Business Process Intelligence (2003)Discovering simulation models (2008)Process mining techniques for analysing patterns and strategies in students’ self-regulated learning (2013)A general process mining framework for correlating, predicting and clustering dynamic behavior based on event logs (2015)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)Mining usage scenarios in business processes: Outlier-aware discovery and run-time prediction (2011)Discovering workflow nets using integer linear programming (2017)How is process mining technology used by organizations? A systematic literature review of empirical studies (2018)Declarative workflows: Balancing between flexibility and support (2009)Similarity of business process models: Metrics and evaluation (2010)Time prediction based on process mining (2010)Modeling Control Objectives for Business Process Compliance (2007)Discovering Block-Structured Process Models from Event Logs - A Constructive Approach (2013)
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References

  • 2004Workflow mining: discovering process models from event logs2,206 cited
  • 2003Workflow mining: A survey of issues and approaches1,052 cited
  • 2003Benchmarking state-of-the-art classification algorithms for credit scoring903 cited
  • 2006Business process mining: An industrial application783 cited
  • 2008Business Process Management Workshops761 cited
  • 2007Genetic process mining: an experimental evaluation490 cited
  • 2005Discovering Social Networks from Event Logs451 cited
  • 2006Decision Mining in ProM298 cited
  • 2006Mining Staff Assignment Rules from Event-Based Data109 cited
  • 2006A Rule-Based Approach for Process Discovery: Dealing with Noise and Imbalance in Process Logs95 cited
  • 2006AN INTEGRATED LIFE CYCLE FOR WORKFLOW MANAGEMENT BASED ON LEARNING AND PLANNING60 cited

Cited by

  • 2021DisCoveR: accurate and efficient discovery of declarative process models22 cited
  • 2025Getting the Data in Shape for Your Process Mining Analysis: An In-Depth Analysis of the Pre-Analysis Stage15 cited
  • 2008USING PROCESS MINING FOR ITIL ASSESSMENT: A CASE STUDY WITH INCIDENT MANAGEMENT14 cited
  • 2009Conceptual Model for On Line Auditing

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14 cited