SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
A Generic Framework for Trace Clustering in Process Mining
16 references·5 citing·44 second hop
A Generic Framework for Trace Clustering in Process Mining (2020)A Generic Framework for Trace Clustering …Process Mining (2016)Process MiningClustering-Based Predictive Process Monitoring (2016)Clustering-Based Predictive P…Supporting healthcare management decisions via robust clustering of event logs (2015)Supporting healthcare managem…Active Trace Clustering for Improved Process Discovery (2013)Active Trace Clustering for I…A comparative study of dimensionality reduction techniques to enhance trace clustering performances (2013)A comparative study of dimens…Applying Clustering in Process Mining to Find Different Versions of a Business Process That Changes over Time (2012)Applying Clustering in Proces…Human and automatic modularizations of process models to enhance their comprehension (2011)Human and automatic modulariz…Understanding Spaghetti Models with Sequence Clustering for ProM (2010)Understanding Spaghetti Model…Trace Clustering Based on Conserved Patterns: Towards Achieving Better Process Models (2010)Trace Clustering Based on Con…Trace Clustering in Process Mining (2009)Trace Clustering in Process M…Context Aware Trace Clustering: Towards Improving Process Mining Results (2009)Context Aware Trace Clusterin…Process Mining Based on Clustering: A Quest for Precision (2008)Process Mining Based on Clust…Discovering expressive process models by clustering log traces (2006)Discovering expressive proces…Mining Expressive Process Models by Clustering Workflow Traces (2004)Mining Expressive Process Mod…Analyzing the Past to Prepare for the Future: Writing a Literature Review (2002)Analyzing the Past to Prepare…Process mining: discovering workflow models from event-based data (2001)Process mining: discovering w…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…Explainable and Effective Process Remaining Time Prediction Using Feature-Informed Cascade Prediction Model (2024)Explainable and Effective Pro…Preserving complex object-centric graph structures to improve machine learning tasks in process mining (2023)Preserving complex object-cen…Data-aware conformance checking with SMT (2023)Data-aware conformance checki…CoCoMoT: Conformance Checking of Multi-perspective Processes via SMT (2021)CoCoMoT: Conformance Checking…Rediscovering workflow models from event-based data using little thumb (2003)Workflow mining: discovering process models from event logs (2004)Business process mining: An industrial application (2006)Process diagnostics using trace alignment: Opportunities, issues, and challenges (2011)The Use of Process Mining in Business Process Simulation Model Construction (2015)A Survey on Concept Drift in Process Mining (2021)Process Mining (2011)Process Mining: Discovery, Conformance and Enhancement of Business Processes (2011)Discovering the Effects of Metacognitive Prompts on the Sequential Structure of SRL-Processes Using Process Mining Techniques (2015)Event Log Preprocessing for Process Mining: A Review (2021)Modularity in technology and organization (2002)YAWL: yet another workflow language (2004)Managing Process Model Complexity Via Abstract Syntax Modifications (2011)Managing in an age of modularity (2013)A systematic literature review of studies on business process modeling quality (2014)Comprehension of Procedural Visual Business Process Models (2017)THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT (1998)Workflow mining: A survey of issues and approaches (2003)A multi-dimensional quality assessment of state-of-the-art process discovery algorithms using real-life event logs (2012)Quality Dimensions in Process Discovery: The Importance of Fitness, Precision, Generalization and Simplicity (2014)Information Systems Success: The Quest for the Dependent Variable (1992)Strategies for Theorizing from Process Data (1999)Review : Knowledge Management and Knowledge Management Systems: Conceptual Foundations And Research Issues1,2 (2001)Does Gamification Work? -- A Literature Review of Empirical Studies on Gamification (2014)Literature review as a research methodology: An overview and guidelines (2019)Opinion Paper: “So what if ChatGPT wrote it?” Multidisciplinary perspectives on opportunities, challenges and implications of generative conversational AI for research, practice and policy (2023)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)Mining process models from workflow logs (1998)Workflow mining with InWoLvE (2003)A Rule-Based Approach for Process Discovery: Dealing with Noise and Imbalance in Process Logs (2006)Comprehensive rule-based compliance checking and risk management with process mining (2012)Time prediction based on process mining (2010)Predictive Monitoring of Business Processes (2014)Complex Symbolic Sequence Encodings for Predictive Monitoring of Business Processes (2015)Predictive Process Monitoring Methods: Which One Suits Me Best? (2018)Time and activity sequence prediction of business process instances (2018)Predictive Process Monitoring (2022)Wanna improve process mining results? (2013)Building a complementary agenda for business process management and digital innovation (2020)Automated Discovery of Process Models from Event Logs: Review and Benchmark (2018)Outcome-Oriented Predictive Process Monitoring (2019)Examining the interplay between big data analytics and contextual factors in driving process innovation capabilities (2020)
this work references cited by second hop

References

  • 2002Analyzing the Past to Prepare for the Future: Writing a Literature Review7,440 cited
  • 2016Process Mining2,166 cited
  • 2009Trace Clustering in Process Mining364 cited
  • 2006Discovering expressive process models by clustering log traces321 cited
  • 2009Context Aware Trace Clustering: Towards Improving Process Mining Results252 cited
  • 2016Clustering-Based Predictive Process Monitoring186 cited
  • 2013Active Trace Clustering for Improved Process Discovery184 cited
  • 2010Trace Clustering Based on Conserved Patterns: Towards Achieving Better Process Models148 cited
  • 2011Human and automatic modularizations of process models to enhance their comprehension143 cited
  • 2001Process mining: discovering workflow models from event-based data139 cited
  • 2008Process Mining Based on Clustering: A Quest for Precision125 cited
  • 2010Understanding Spaghetti Models with Sequence Clustering for ProM101 cited
  • 2015Supporting healthcare management decisions via robust clustering of event logs87 cited
  • 2012Applying Clustering in Process Mining to Find Different Versions of a Business Process That Changes over Time78 cited
  • 2013A comparative study of dimensionality reduction techniques to enhance trace clustering performances

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

77 cited
  • 2004Mining Expressive Process Models by Clustering Workflow Traces66 cited
  • Cited by

    • 2021CoCoMoT: Conformance Checking of Multi-perspective Processes via SMT36 cited
    • 2024Explainable and Effective Process Remaining Time Prediction Using Feature-Informed Cascade Prediction Model28 cited
    • 2023Preserving complex object-centric graph structures to improve machine learning tasks in process mining26 cited
    • 2023Data-aware conformance checking with SMT18 cited
    • 2025Getting the Data in Shape for Your Process Mining Analysis: An In-Depth Analysis of the Pre-Analysis Stage15 cited